25. DRL usage example
In this notebook example, we’ve used Stable Baselines 3 to train and load an agent. However, Sinergym is entirely agnostic to any DRL algorithm (though it does have custom callbacks specifically for SB3) and can be used with any DRL library that interfaces with Gymnasium.
25.1. Training a model
We’ll be using the train_agent.py script located in the repository root. This script leverages all the capabilities of Sinergym for working with deep reinforcement learning algorithms and sets parameters for everything, allowing us to easily define training options via a JSON file when executing the script.
For more details on how to run train_agent.py, please refer to Train a model.
[1]:
import sys
from datetime import datetime
import gymnasium as gym
import numpy as np
import wandb
from stable_baselines3 import *
from stable_baselines3.common.callbacks import CallbackList
from stable_baselines3.common.logger import HumanOutputFormat
from stable_baselines3.common.logger import Logger as SB3Logger
from stable_baselines3.common.monitor import Monitor
import sinergym
import sinergym.utils.gcloud as gcloud
from sinergym.utils.callbacks import *
from sinergym.utils.constants import *
from sinergym.utils.logger import CSVLogger, WandBOutputFormat
from sinergym.utils.rewards import *
from sinergym.utils.wrappers import *
First, let’s set some variables for the execution.
[2]:
# Environment ID
environment = "Eplus-5zone-mixed-continuous-stochastic-v1"
# Training episodes
episodes = 5
#Name of the experiment
experiment_date = datetime.today().strftime('%Y-%m-%d_%H:%M')
experiment_name = 'SB3_PPO-' + environment + \
'-episodes-' + str(episodes)
experiment_name += '_' + experiment_date
This experiment can be combined with Weights&Biases to manage all extracted information. With wandb, you can track and visualize the entire DRL training process in real time, record hyperparameters and experiment details, save artifacts like models and sinergym output, and compare different executions.
[3]:
# Create wandb.config object in order to log all experiment params
experiment_params = {
'sinergym-version': sinergym.__version__,
'python-version': sys.version
}
experiment_params.update({'environment':environment,
'episodes':episodes,
'algorithm':'SB3_PPO'})
# Get wandb init params (you have to specify your own project and entity)
wandb_params = {"project": 'sinergym',
"entity": 'alex_ugr'}
# Init wandb entry
run = wandb.init(
name=experiment_name + '_' + wandb.util.generate_id(),
config=experiment_params,
** wandb_params
)
Failed to detect the name of this notebook, you can set it manually with the WANDB_NOTEBOOK_NAME environment variable to enable code saving.
wandb: Currently logged in as: alex_ugr. Use `wandb login --relogin` to force relogin
wandb version 0.16.6 is available! To upgrade, please run:
$ pip install wandb --upgrade
Tracking run with wandb version 0.16.3
Run data is saved locally in
/workspaces/sinergym/examples/wandb/run-20240425_140538-y215gzyw
View project at https://wandb.ai/alex_ugr/sinergym
View run at https://wandb.ai/alex_ugr/sinergym/runs/y215gzyw
Now, we’re ready to create the Gym environment. We’ll use the previously defined environment name, but remember that you can change the default environment configuration. We’ll also create an eval_env for evaluation episodes. If desired, we can replace the env name with the experiment name.
[4]:
env = gym.make(environment, env_name=experiment_name)
eval_env = gym.make(environment, env_name=experiment_name+'_EVALUATION')
#==============================================================================================#
[ENVIRONMENT] (INFO) : Creating Gymnasium environment... [SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05]
#==============================================================================================#
[MODELING] (INFO) : Experiment working directory created [/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05-res35041]
[MODELING] (INFO) : Model Config is correct.
[MODELING] (INFO) : Updated building model with whole Output:Variable available names
[MODELING] (INFO) : Updated building model with whole Output:Meter available names
[MODELING] (INFO) : runperiod established: {'start_day': 1, 'start_month': 1, 'start_year': 1991, 'end_day': 31, 'end_month': 12, 'end_year': 1991, 'start_weekday': 0, 'n_steps_per_hour': 4}
[MODELING] (INFO) : Episode length (seconds): 31536000.0
[MODELING] (INFO) : timestep size (seconds): 900.0
[MODELING] (INFO) : timesteps per episode: 35040
[REWARD] (INFO) : Reward function initialized.
[ENVIRONMENT] (INFO) : Environment SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05 created successfully.
#==============================================================================================#
[ENVIRONMENT] (INFO) : Creating Gymnasium environment... [SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05_EVALUATION]
#==============================================================================================#
[MODELING] (INFO) : Experiment working directory created [/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05_EVALUATION-res35041]
[MODELING] (INFO) : Model Config is correct.
[MODELING] (INFO) : Updated building model with whole Output:Variable available names
[MODELING] (INFO) : Updated building model with whole Output:Meter available names
[MODELING] (INFO) : runperiod established: {'start_day': 1, 'start_month': 1, 'start_year': 1991, 'end_day': 31, 'end_month': 12, 'end_year': 1991, 'start_weekday': 0, 'n_steps_per_hour': 4}
[MODELING] (INFO) : Episode length (seconds): 31536000.0
[MODELING] (INFO) : timestep size (seconds): 900.0
[MODELING] (INFO) : timesteps per episode: 35040
[REWARD] (INFO) : Reward function initialized.
[ENVIRONMENT] (INFO) : Environment SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05_EVALUATION created successfully.
We can also add a Wrapper to the environment. We’ll use an action and observation normalization wrapper and a logger (extensions of gym.Wrapper). Normalization is highly recommended for DRL algorithms with continuous action space, and the logger is used to monitor and log environment interactions and save the data into a CSV. The generated files will also be stored as wandb artifacts.
[5]:
env = NormalizeObservation(env)
env = NormalizeAction(env)
env = LoggerWrapper(env)
eval_env = NormalizeObservation(eval_env)
eval_env = NormalizeAction(eval_env)
eval_env = LoggerWrapper(eval_env)
[WRAPPER NormalizeObservation] (INFO) : Wrapper initialized.
[WRAPPER NormalizeAction] (INFO) : New normalized action Space: Box(-1.0, 1.0, (2,), float32)
[WRAPPER NormalizeAction] (INFO) : Wrapper initialized
[WRAPPER LoggerWrapper] (INFO) : Wrapper initialized.
[WRAPPER NormalizeObservation] (INFO) : Wrapper initialized.
[WRAPPER NormalizeAction] (INFO) : New normalized action Space: Box(-1.0, 1.0, (2,), float32)
[WRAPPER NormalizeAction] (INFO) : Wrapper initialized
[WRAPPER LoggerWrapper] (INFO) : Wrapper initialized.
At this point, the environment is set up and ready to use. We’ll create our learning model (Stable Baselines 3 PPO), but any other algorithm can be used.
[6]:
model = PPO('MlpPolicy', env, verbose=1)
Using cpu device
Wrapping the env with a `Monitor` wrapper
Wrapping the env in a DummyVecEnv.
Evaluation will run the current model for a set number of episodes to determine if it’s the best current version of the model at that training stage. The generated output will also be stored on the wandb server. We’ll use the LoggerEval callback to print and save the best evaluated model during training.
[7]:
callbacks = []
# Set up Evaluation and saving best model
eval_callback = LoggerEvalCallback(
eval_env=eval_env,
train_env=env,
best_model_save_path=eval_env.get_wrapper_attr('workspace_path') +
'/best_model/',
log_path=eval_env.get_wrapper_attr('workspace_path') +
'/best_model/',
eval_freq=(eval_env.get_wrapper_attr('timestep_per_episode') - 1) * 2 - 1,
deterministic=True,
render=False,
n_eval_episodes=1)
callbacks.append(eval_callback)
To track the entire training process in wandb, we need to create a callback with a compatible wandb output format (which calls the wandb log method in the learning algorithm process).
[8]:
# wandb logger and setting in SB3
logger = SB3Logger(
folder=None,
output_formats=[
HumanOutputFormat(
sys.stdout,
max_length=120),
WandBOutputFormat()])
model.set_logger(logger)
# Append callback
log_callback = LoggerCallback()
callbacks.append(log_callback)
callback = CallbackList(callbacks)
This is the total number of time steps for the training.
[9]:
timesteps = episodes * (env.get_wrapper_attr('timestep_per_episode') - 1)
Now, it’s time to train the model with the previously defined callbacks. This may take a few minutes, depending on your computer.
[10]:
model.learn(
total_timesteps=timesteps,
callback=callback,
log_interval=100)
#----------------------------------------------------------------------------------------------#
[ENVIRONMENT] (INFO) : Starting a new episode... [SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05] [Episode 1]
#----------------------------------------------------------------------------------------------#
[MODELING] (INFO) : Episode directory created [/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05-res35041/Eplus-env-sub_run1]
[MODELING] (INFO) : Weather file USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3.epw used.
[MODELING] (INFO) : Adapting weather to building model. [USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3.epw]
[ENVIRONMENT] (INFO) : Saving episode output path... [/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05-res35041/Eplus-env-sub_run1/output]
/usr/local/lib/python3.10/dist-packages/opyplus/weather_data/weather_data.py:493: FutureWarning: the 'line_terminator'' keyword is deprecated, use 'lineterminator' instead.
epw_content = self._headers_to_epw(use_datetimes=use_datetimes) + df.to_csv(
[SIMULATOR] (INFO) : Running EnergyPlus with args: ['-w', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05-res35041/Eplus-env-sub_run1/USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3_Random_1.0_0.0_0.001.epw', '-d', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05-res35041/Eplus-env-sub_run1/output', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05-res35041/Eplus-env-sub_run1/5ZoneAutoDXVAV.epJSON']
[ENVIRONMENT] (INFO) : Episode 1 started.
[SIMULATOR] (INFO) : handlers initialized.
[SIMULATOR] (INFO) : handlers are ready.
[SIMULATOR] (INFO) : System is ready.
[WRAPPER NormalizeObservation] (INFO) : Saving normalization calibration data... [SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05]
[WRAPPER LoggerWrapper] (INFO) : Creating monitor.csv for current episode (episode 1) if logger is active
--------------------------------------------------------------------------------------------------------------| 1%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.44978368 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.094967 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.47470018 |
| air_humidity | 1.5443028 |
| air_temperature | -1.2483411 |
| clg_setpoint | 0.10036767 |
| co2_emission | 0.0 |
| day_of_month | 4.898854 |
| diffuse_solar_radiation | -0.61689425 |
| direct_solar_radiation | -0.58669466 |
| hour | -1.5447197 |
| htg_setpoint | -1.3526225 |
| month | 0.0007053454 |
| outdoor_humidity | -0.2632173 |
| outdoor_temperature | -2.4303603 |
| people_occupant | -0.8722816 |
| total_electricity_HVAC | -0.48225147 |
| wind_direction | 1.0074217 |
| wind_speed | -0.65252066 |
| observation/ | |
| HVAC_electricity_demand_rate | 3552.5068 |
| air_humidity | 37.176144 |
| air_temperature | 18.045374 |
| clg_setpoint | 27.741302 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 12.0 |
| month | 1.0 |
| outdoor_humidity | 39.0 |
| outdoor_temperature | -12.332335 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3176965.5 |
| wind_direction | 320.0 |
| wind_speed | 7.7 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 1%
| action_network/ | |
| Cooling_Setpoint_RL | 0.5050469 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.329533 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.8606062 |
| air_humidity | 0.844899 |
| air_temperature | -0.23196684 |
| clg_setpoint | 0.35929757 |
| co2_emission | 0.0 |
| day_of_month | 2.5204995 |
| diffuse_solar_radiation | -0.6330984 |
| direct_solar_radiation | -0.5763175 |
| hour | -1.4134499 |
| htg_setpoint | 0.8879877 |
| month | 0.0004975185 |
| outdoor_humidity | 1.793373 |
| outdoor_temperature | 1.2288152 |
| people_occupant | -0.872282 |
| total_electricity_HVAC | 0.9215611 |
| wind_direction | -1.8862094 |
| wind_speed | 0.049212422 |
| observation/ | |
| HVAC_electricity_demand_rate | 12450.545 |
| air_humidity | 35.54185 |
| air_temperature | 20.94378 |
| clg_setpoint | 27.941988 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 20.944117 |
| month | 1.0 |
| outdoor_humidity | 62.0 |
| outdoor_temperature | -2.9823768 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 11687277.0 |
| wind_direction | 60.0 |
| wind_speed | 6.2 |
--------------------------------------------------
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.name to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.name` for environment variables or `env.get_wrapper_attr('name')` that will search the reminding wrappers.
logger.warn(
/workspaces/sinergym/sinergym/utils/callbacks.py:309: UserWarning: Training and eval env are not of the same type<stable_baselines3.common.vec_env.dummy_vec_env.DummyVecEnv object at 0x7efeffbc78b0> != <LoggerWrapper<NormalizeAction<NormalizeObservation<OrderEnforcing<PassiveEnvChecker<EplusEnv<Eplus-5zone-mixed-continuous-stochastic-v1>>>>>>>
warnings.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/spaces/box.py:240: UserWarning: WARN: Casting input x to numpy array.
gym.logger.warn("Casting input x to numpy array.")
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.observation_variables to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.observation_variables` for environment variables or `env.get_wrapper_attr('observation_variables')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.unwrapped_observation to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.unwrapped_observation` for environment variables or `env.get_wrapper_attr('unwrapped_observation')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.action_variables to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.action_variables` for environment variables or `env.get_wrapper_attr('action_variables')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.is_discrete to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.is_discrete` for environment variables or `env.get_wrapper_attr('is_discrete')` that will search the reminding wrappers.
logger.warn(
--------------------------------------------------------------------------------------------------------------| 1%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.814899 |
| air_humidity | 1.3925622 |
| air_temperature | -0.73331887 |
| clg_setpoint | -0.88596326 |
| co2_emission | 0.0 |
| day_of_month | 2.1552622 |
| diffuse_solar_radiation | -0.5900505 |
| direct_solar_radiation | -0.44649348 |
| hour | -1.280776 |
| htg_setpoint | -1.3434962 |
| month | 0.0004052204 |
| outdoor_humidity | 0.23561773 |
| outdoor_temperature | 0.3521049 |
| people_occupant | -0.87228215 |
| total_electricity_HVAC | -0.8086527 |
| wind_direction | 0.4803797 |
| wind_speed | 1.3785272 |
| observation/ | |
| HVAC_electricity_demand_rate | 541.3448 |
| air_humidity | 48.778576 |
| air_temperature | 19.938894 |
| clg_setpoint | 24.390467 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 12.0 |
| month | 1.0 |
| outdoor_humidity | 62.0 |
| outdoor_temperature | -0.12547101 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 492505.06 |
| wind_direction | 270.0 |
| wind_speed | 11.3 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 1%
| action_network/ | |
| Cooling_Setpoint_RL | -0.6676585 |
| Heating_Setpoint_RL | -0.61141574 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.371653 |
| Heating_Setpoint_RL | 14.185786 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.53376436 |
| air_humidity | -0.2088845 |
| air_temperature | -1.2112623 |
| clg_setpoint | 0.90256953 |
| co2_emission | 0.0 |
| day_of_month | 1.9999994 |
| diffuse_solar_radiation | -0.600921 |
| direct_solar_radiation | -0.4862134 |
| hour | -1.1467745 |
| htg_setpoint | -0.48262912 |
| month | 0.00035007 |
| outdoor_humidity | -0.14025404 |
| outdoor_temperature | -0.52959037 |
| people_occupant | -0.8722822 |
| total_electricity_HVAC | -0.5354909 |
| wind_direction | 0.39181325 |
| wind_speed | -0.36963046 |
| observation/ | |
| HVAC_electricity_demand_rate | 2155.5242 |
| air_humidity | 33.699894 |
| air_temperature | 18.856947 |
| clg_setpoint | 29.168901 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 15.361061 |
| month | 1.0 |
| outdoor_humidity | 50.0 |
| outdoor_temperature | -6.251751 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1931906.1 |
| wind_direction | 270.0 |
| wind_speed | 6.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 2%
| action_network/ | |
| Cooling_Setpoint_RL | 0.99546194 |
| Heating_Setpoint_RL | 0.68203896 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.984684 |
| Heating_Setpoint_RL | 21.46147 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.51078784 |
| air_humidity | -1.2685748 |
| air_temperature | -1.024416 |
| clg_setpoint | -0.24891856 |
| co2_emission | 0.0 |
| day_of_month | 1.9133781 |
| diffuse_solar_radiation | -0.6076484 |
| direct_solar_radiation | -0.51732 |
| hour | -1.0115265 |
| htg_setpoint | -1.3123395 |
| month | 0.00031234752 |
| outdoor_humidity | 0.7438494 |
| outdoor_temperature | -0.64665073 |
| people_occupant | -0.7268466 |
| total_electricity_HVAC | -0.5157903 |
| wind_direction | -0.03561862 |
| wind_speed | -1.0083431 |
| observation/ | |
| HVAC_electricity_demand_rate | 2374.1133 |
| air_humidity | 21.606262 |
| air_temperature | 19.147503 |
| clg_setpoint | 26.014244 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 12.0 |
| month | 1.0 |
| outdoor_humidity | 67.0 |
| outdoor_temperature | -6.8588176 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2125020.2 |
| wind_direction | 240.0 |
| wind_speed | 3.6 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 2%
| action_network/ | |
| Cooling_Setpoint_RL | 0.26237145 |
| Heating_Setpoint_RL | -0.36151478 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.510504 |
| Heating_Setpoint_RL | 15.591479 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.6200423 |
| air_humidity | -1.432235 |
| air_temperature | -0.5611448 |
| clg_setpoint | 1.3173552 |
| co2_emission | 0.0 |
| day_of_month | 1.8579705 |
| diffuse_solar_radiation | -0.6089403 |
| direct_solar_radiation | -0.50132495 |
| hour | -0.8751172 |
| htg_setpoint | 0.6488478 |
| month | 0.00028444006 |
| outdoor_humidity | 0.43488365 |
| outdoor_temperature | 0.7708154 |
| people_occupant | -0.6361031 |
| total_electricity_HVAC | 0.7996722 |
| wind_direction | -0.0071030906 |
| wind_speed | -0.3164547 |
| observation/ | |
| HVAC_electricity_demand_rate | 9830.654 |
| air_humidity | 15.663212 |
| air_temperature | 20.11363 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 20.113628 |
| month | 1.0 |
| outdoor_humidity | 60.0 |
| outdoor_temperature | 1.38204 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 10073893.0 |
| wind_direction | 240.0 |
| wind_speed | 5.7 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 2%
| action_network/ | |
| Cooling_Setpoint_RL | 0.97485095 |
| Heating_Setpoint_RL | 0.9907824 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.915121 |
| Heating_Setpoint_RL | 23.19815 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.196059 |
| air_humidity | -0.27542838 |
| air_temperature | -0.65056306 |
| clg_setpoint | -0.9409854 |
| co2_emission | 0.0 |
| day_of_month | 1.8194352 |
| diffuse_solar_radiation | -0.6143988 |
| direct_solar_radiation | -0.5167107 |
| hour | -0.7376365 |
| htg_setpoint | 0.694482 |
| month | 0.00026270346 |
| outdoor_humidity | -0.46481594 |
| outdoor_temperature | -0.24187052 |
| people_occupant | -0.66815555 |
| total_electricity_HVAC | 2.1385336 |
| wind_direction | -2.2418182 |
| wind_speed | -1.5057687 |
| observation/ | |
| HVAC_electricity_demand_rate | 19845.432 |
| air_humidity | 27.253428 |
| air_temperature | 20.018244 |
| clg_setpoint | 24.167604 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 20.3671 |
| month | 1.0 |
| outdoor_humidity | 41.0 |
| outdoor_temperature | -4.0201516 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 17862642.0 |
| wind_direction | 50.0 |
| wind_speed | 2.6 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 2%
| action_network/ | |
| Cooling_Setpoint_RL | 0.32490957 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.72157 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.71746165 |
| air_humidity | 1.8100551 |
| air_temperature | -0.79036176 |
| clg_setpoint | -1.3282624 |
| co2_emission | 0.0 |
| day_of_month | 1.7910669 |
| diffuse_solar_radiation | 0.13623822 |
| direct_solar_radiation | -0.4326992 |
| hour | -0.5991784 |
| htg_setpoint | -0.087695874 |
| month | 0.00024514517 |
| outdoor_humidity | 2.0212507 |
| outdoor_temperature | 1.0981784 |
| people_occupant | -0.6924274 |
| total_electricity_HVAC | -0.7164407 |
| wind_direction | -2.322791 |
| wind_speed | -2.1955953 |
| observation/ | |
| HVAC_electricity_demand_rate | 964.20593 |
| air_humidity | 51.22419 |
| air_temperature | 19.824741 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 39.5 |
| direct_solar_radiation | 9.0 |
| hour | 7.0 |
| htg_setpoint | 17.219343 |
| month | 1.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 3.1604953 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 863793.9 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 3%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.40987742 |
| air_humidity | -0.0023340024 |
| air_temperature | 0.43090534 |
| clg_setpoint | -0.84695745 |
| co2_emission | 0.0 |
| day_of_month | 1.7693034 |
| diffuse_solar_radiation | 1.6744821 |
| direct_solar_radiation | 1.2170002 |
| hour | -0.45984077 |
| htg_setpoint | -1.3664417 |
| month | 0.00023057147 |
| outdoor_humidity | 0.6792791 |
| outdoor_temperature | -0.28780088 |
| people_occupant | 1.6278055 |
| total_electricity_HVAC | -0.41186473 |
| wind_direction | 1.1116179 |
| wind_speed | -0.7653612 |
| observation/ | |
| HVAC_electricity_demand_rate | 2730.729 |
| air_humidity | 33.023746 |
| air_temperature | 22.745012 |
| clg_setpoint | 24.471554 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 124.5 |
| direct_solar_radiation | 318.0 |
| hour | 8.0 |
| htg_setpoint | 12.051688 |
| month | 1.0 |
| outdoor_humidity | 72.0 |
| outdoor_temperature | -3.3858984 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2477490.5 |
| wind_direction | 340.0 |
| wind_speed | 4.1 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 3%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.93225557 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 22.868938 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.47414067 |
| air_humidity | -0.2974741 |
| air_temperature | 0.9401795 |
| clg_setpoint | 0.57483864 |
| co2_emission | 0.0 |
| day_of_month | 1.7520751 |
| diffuse_solar_radiation | 2.2537124 |
| direct_solar_radiation | 0.67150754 |
| hour | -0.31972525 |
| htg_setpoint | 0.28127095 |
| month | 0.00021821789 |
| outdoor_humidity | -0.8517712 |
| outdoor_temperature | -0.25322354 |
| people_occupant | 1.5832275 |
| total_electricity_HVAC | -0.47698316 |
| wind_direction | 0.27128154 |
| wind_speed | 0.9275099 |
| observation/ | |
| HVAC_electricity_demand_rate | 2273.8093 |
| air_humidity | 30.186789 |
| air_temperature | 24.039318 |
| clg_setpoint | 28.046003 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 158.0 |
| direct_solar_radiation | 228.0 |
| hour | 9.0 |
| htg_setpoint | 18.758915 |
| month | 1.0 |
| outdoor_humidity | 37.0 |
| outdoor_temperature | -3.1805806 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2053658.9 |
| wind_direction | 260.0 |
| wind_speed | 8.8 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 3%
| action_network/ | |
| Cooling_Setpoint_RL | 0.75223106 |
| Heating_Setpoint_RL | -0.25562504 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.16378 |
| Heating_Setpoint_RL | 16.187109 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.8200161 |
| air_humidity | -0.41780928 |
| air_temperature | -0.3860848 |
| clg_setpoint | 0.4958815 |
| co2_emission | 0.0 |
| day_of_month | 1.7380964 |
| diffuse_solar_radiation | 2.934018 |
| direct_solar_radiation | -0.08345275 |
| hour | -0.17893668 |
| htg_setpoint | -0.0857557 |
| month | 0.00020756897 |
| outdoor_humidity | 0.2829103 |
| outdoor_temperature | 1.476603 |
| people_occupant | -0.7395129 |
| total_electricity_HVAC | -0.81579924 |
| wind_direction | 0.059484415 |
| wind_speed | -0.6129263 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 28.844536 |
| air_temperature | 20.889086 |
| clg_setpoint | 27.809761 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 202.5 |
| direct_solar_radiation | 79.0 |
| hour | 10.0 |
| htg_setpoint | 17.341812 |
| month | 1.0 |
| outdoor_humidity | 61.0 |
| outdoor_temperature | 5.341357 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 240.0 |
| wind_speed | 4.6 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 4%
| action_network/ | |
| Cooling_Setpoint_RL | 0.93831766 |
| Heating_Setpoint_RL | -0.5819654 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.791822 |
| Heating_Setpoint_RL | 14.351444 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.7994756 |
| air_humidity | -0.510945 |
| air_temperature | -0.3302882 |
| clg_setpoint | -1.3385397 |
| co2_emission | 0.0 |
| day_of_month | 1.7265259 |
| diffuse_solar_radiation | 2.310708 |
| direct_solar_radiation | -0.44088468 |
| hour | -0.037582844 |
| htg_setpoint | -0.13115579 |
| month | 0.00019826289 |
| outdoor_humidity | 0.40573612 |
| outdoor_temperature | 1.83749 |
| people_occupant | -0.6924274 |
| total_electricity_HVAC | -0.7950188 |
| wind_direction | -0.14464371 |
| wind_speed | -0.72670174 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 27.52059 |
| air_temperature | 20.99283 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 175.0 |
| direct_solar_radiation | 6.0 |
| hour | 11.0 |
| htg_setpoint | 17.140244 |
| month | 1.0 |
| outdoor_humidity | 65.0 |
| outdoor_temperature | 8.426342 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 220.0 |
| wind_speed | 4.1 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 4%
| action_network/ | |
| Cooling_Setpoint_RL | 0.54691863 |
| Heating_Setpoint_RL | -0.2011808 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.47085 |
| Heating_Setpoint_RL | 16.493359 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.25178787 |
| air_humidity | -0.5327982 |
| air_temperature | 1.0024276 |
| clg_setpoint | 1.3789935 |
| co2_emission | 0.0 |
| day_of_month | 1.7167901 |
| diffuse_solar_radiation | 0.6600504 |
| direct_solar_radiation | -0.45122448 |
| hour | 0.10422586 |
| htg_setpoint | -0.15544793 |
| month | 0.00019003714 |
| outdoor_humidity | 1.1772362 |
| outdoor_temperature | -1.2686757 |
| people_occupant | 0.2842936 |
| total_electricity_HVAC | -0.26111624 |
| wind_direction | -1.7228674 |
| wind_speed | 1.2837404 |
| observation/ | |
| HVAC_electricity_demand_rate | 3519.4417 |
| air_humidity | 26.852098 |
| air_temperature | 23.946613 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 76.0 |
| direct_solar_radiation | 0.0 |
| hour | 12.0 |
| htg_setpoint | 17.009144 |
| month | 1.0 |
| outdoor_humidity | 83.0 |
| outdoor_temperature | -8.019074 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 3174542.8 |
| wind_direction | 50.0 |
| wind_speed | 9.8 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 4%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.93943226 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.340693 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.75820667 |
| air_humidity | 1.3664958 |
| air_temperature | 2.0322206 |
| clg_setpoint | 0.3325763 |
| co2_emission | 0.0 |
| day_of_month | 1.7084844 |
| diffuse_solar_radiation | 1.7854826 |
| direct_solar_radiation | -0.36528784 |
| hour | 0.24637692 |
| htg_setpoint | -0.008984863 |
| month | 0.00018269602 |
| outdoor_humidity | 1.7430407 |
| outdoor_temperature | 0.7156222 |
| people_occupant | 1.2101566 |
| total_electricity_HVAC | -0.75499654 |
| wind_direction | 0.40540108 |
| wind_speed | -0.23336276 |
| observation/ | |
| HVAC_electricity_demand_rate | 404.58347 |
| air_humidity | 45.912556 |
| air_temperature | 26.351662 |
| clg_setpoint | 27.377485 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 140.5 |
| direct_solar_radiation | 12.0 |
| hour | 13.0 |
| htg_setpoint | 17.603302 |
| month | 1.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 2.4960055 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 372094.25 |
| wind_direction | 250.0 |
| wind_speed | 5.7 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 4%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.026006952 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 17.77129 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.80185175 |
| air_humidity | 0.31898355 |
| air_temperature | 2.685034 |
| clg_setpoint | 1.4041867 |
| co2_emission | 0.0 |
| day_of_month | 1.7013149 |
| diffuse_solar_radiation | 0.5704208 |
| direct_solar_radiation | 2.8339272 |
| hour | 0.38875607 |
| htg_setpoint | 0.08224414 |
| month | 0.00017609018 |
| outdoor_humidity | 0.41932684 |
| outdoor_temperature | 1.4342681 |
| people_occupant | 1.6501275 |
| total_electricity_HVAC | -0.7992499 |
| wind_direction | -0.0071815974 |
| wind_speed | -0.860659 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 36.49767 |
| air_temperature | 27.982876 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 71.5 |
| direct_solar_radiation | 590.5 |
| hour | 14.0 |
| htg_setpoint | 17.977789 |
| month | 1.0 |
| outdoor_humidity | 70.0 |
| outdoor_temperature | 6.197338 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 210.0 |
| wind_speed | 4.1 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 5%
| action_network/ | |
| Cooling_Setpoint_RL | 0.11421508 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.010475 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.75917083 |
| air_humidity | -0.77723515 |
| air_temperature | 1.6159708 |
| clg_setpoint | -0.37694454 |
| co2_emission | 0.0 |
| day_of_month | 1.6950632 |
| diffuse_solar_radiation | -0.07505897 |
| direct_solar_radiation | 1.560414 |
| hour | 0.5312478 |
| htg_setpoint | 1.3783609 |
| month | 0.00017010345 |
| outdoor_humidity | -0.8344147 |
| outdoor_temperature | 1.8708794 |
| people_occupant | 1.6198878 |
| total_electricity_HVAC | -0.75869733 |
| wind_direction | 0.08183623 |
| wind_speed | -1.5815717 |
| observation/ | |
| HVAC_electricity_demand_rate | 231.29716 |
| air_humidity | 26.06256 |
| air_temperature | 25.650692 |
| clg_setpoint | 25.65151 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 33.0 |
| direct_solar_radiation | 392.0 |
| hour | 15.0 |
| htg_setpoint | 23.25 |
| month | 1.0 |
| outdoor_humidity | 43.0 |
| outdoor_temperature | 8.9537525 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 199216.75 |
| wind_direction | 220.0 |
| wind_speed | 2.1 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 5%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.35961762 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.602151 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.76231205 |
| air_humidity | 1.7304671 |
| air_temperature | 1.534418 |
| clg_setpoint | -0.1602291 |
| co2_emission | 0.0 |
| day_of_month | 1.6895638 |
| diffuse_solar_radiation | -0.6374918 |
| direct_solar_radiation | -0.4491612 |
| hour | 0.6737358 |
| htg_setpoint | -1.2688533 |
| month | 0.0001646439 |
| outdoor_humidity | 1.4636701 |
| outdoor_temperature | 2.1111047 |
| people_occupant | 1.5940758 |
| total_electricity_HVAC | -0.76041704 |
| wind_direction | -0.46705988 |
| wind_speed | 2.0159965 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 50.42991 |
| air_temperature | 25.501942 |
| clg_setpoint | 26.178976 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 16.0 |
| htg_setpoint | 12.477902 |
| month | 1.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 11.09543 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 160.0 |
| wind_speed | 11.8 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 5%
| action_network/ | |
| Cooling_Setpoint_RL | -0.9527218 |
| Heating_Setpoint_RL | 0.025228418 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.409565 |
| Heating_Setpoint_RL | 17.76691 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.041025914 |
| air_humidity | -1.2486761 |
| air_temperature | 0.58625823 |
| clg_setpoint | -0.587122 |
| co2_emission | 0.0 |
| day_of_month | 1.6846882 |
| diffuse_solar_radiation | -0.6389275 |
| direct_solar_radiation | -0.46441877 |
| hour | 0.8161034 |
| htg_setpoint | 1.381327 |
| month | 0.00015963771 |
| outdoor_humidity | -1.0826808 |
| outdoor_temperature | 1.3599398 |
| people_occupant | -0.71147895 |
| total_electricity_HVAC | 0.34974018 |
| wind_direction | 0.43437082 |
| wind_speed | 0.15134817 |
| observation/ | |
| HVAC_electricity_demand_rate | 4392.2314 |
| air_humidity | 21.977463 |
| air_temperature | 23.250092 |
| clg_setpoint | 25.150396 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 23.25 |
| month | 1.0 |
| outdoor_humidity | 39.0 |
| outdoor_temperature | 7.5050454 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 6251961.0 |
| wind_direction | 250.0 |
| wind_speed | 6.7 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 5%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.4447891 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 20.126938 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.70978916 |
| air_humidity | -1.1428338 |
| air_temperature | -0.48885423 |
| clg_setpoint | 0.18896584 |
| co2_emission | 0.0 |
| day_of_month | 1.6803361 |
| diffuse_solar_radiation | -0.63624644 |
| direct_solar_radiation | -0.47239983 |
| hour | 0.9582341 |
| htg_setpoint | -1.3775915 |
| month | 0.00015502478 |
| outdoor_humidity | 0.8619345 |
| outdoor_temperature | 0.47145975 |
| people_occupant | -0.6834582 |
| total_electricity_HVAC | -0.7089994 |
| wind_direction | -0.10723846 |
| wind_speed | -1.136253 |
| observation/ | |
| HVAC_electricity_demand_rate | 243.09917 |
| air_humidity | 22.074944 |
| air_temperature | 20.77067 |
| clg_setpoint | 27.021244 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 12.0 |
| month | 1.0 |
| outdoor_humidity | 82.0 |
| outdoor_temperature | 2.8944895 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 224043.8 |
| wind_direction | 200.0 |
| wind_speed | 3.1 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 6%
| action_network/ | |
| Cooling_Setpoint_RL | -0.66367066 |
| Heating_Setpoint_RL | 0.45806488 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.38511 |
| Heating_Setpoint_RL | 20.201614 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.72731006 |
| air_humidity | 1.7247981 |
| air_temperature | 0.57535124 |
| clg_setpoint | -0.55619586 |
| co2_emission | 0.0 |
| day_of_month | 1.6764274 |
| diffuse_solar_radiation | -0.6353974 |
| direct_solar_radiation | -0.46373907 |
| hour | 1.100012 |
| htg_setpoint | -1.3836082 |
| month | 0.00015075567 |
| outdoor_humidity | 1.1288536 |
| outdoor_temperature | 1.4535111 |
| people_occupant | -0.45388016 |
| total_electricity_HVAC | -0.7266107 |
| wind_direction | -1.7192847 |
| wind_speed | -0.30969676 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 50.929417 |
| air_temperature | 23.210066 |
| clg_setpoint | 25.19296 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 12.0 |
| month | 1.0 |
| outdoor_humidity | 90.0 |
| outdoor_temperature | 8.490772 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 40.0 |
| wind_speed | 5.2 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 6%
| action_network/ | |
| Cooling_Setpoint_RL | 0.8449898 |
| Heating_Setpoint_RL | -0.8674064 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.476841 |
| Heating_Setpoint_RL | 12.745839 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.71754897 |
| air_humidity | 2.246416 |
| air_temperature | -0.19411452 |
| clg_setpoint | -1.3572712 |
| co2_emission | 0.0 |
| day_of_month | 1.6728977 |
| diffuse_solar_radiation | -0.6331348 |
| direct_solar_radiation | -0.45052433 |
| hour | 1.2413222 |
| htg_setpoint | -0.8046311 |
| month | 0.00014678923 |
| outdoor_humidity | 1.3570021 |
| outdoor_temperature | 0.8464892 |
| people_occupant | -0.46358737 |
| total_electricity_HVAC | -0.7169204 |
| wind_direction | -1.3820497 |
| wind_speed | 0.06931924 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 57.79165 |
| air_temperature | 21.515676 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 14.367855 |
| month | 1.0 |
| outdoor_humidity | 97.0 |
| outdoor_temperature | 5.2821445 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 60.0 |
| wind_speed | 6.2 |
| train/ | |
| approx_kl | 0.006083058 |
| clip_fraction | 0.058 |
| clip_range | 0.2 |
| entropy_loss | -2.83 |
| explained_variance | -0.118 |
| learning_rate | 0.0003 |
| loss | 4.25 |
| n_updates | 10 |
| policy_gradient_loss | -0.00957 |
| std | 0.988 |
| value_loss | 36.7 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 6%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.70572037 |
| air_humidity | 2.296658 |
| air_temperature | -0.1586251 |
| clg_setpoint | 0.6829752 |
| co2_emission | 0.0 |
| day_of_month | 1.6696942 |
| diffuse_solar_radiation | -0.63194996 |
| direct_solar_radiation | -0.43814954 |
| hour | 1.3820515 |
| htg_setpoint | 0.4815924 |
| month | 0.00014309095 |
| outdoor_humidity | 1.2216746 |
| outdoor_temperature | 1.8322123 |
| people_occupant | -0.70800257 |
| total_electricity_HVAC | -0.70508075 |
| wind_direction | -0.41743362 |
| wind_speed | -0.08560264 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 60.3243 |
| air_temperature | 21.614872 |
| clg_setpoint | 28.257233 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 19.589249 |
| month | 1.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 11.12218 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 150.0 |
| wind_speed | 5.7 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 7%
| action_network/ | |
| Cooling_Setpoint_RL | -0.49381712 |
| Heating_Setpoint_RL | 0.29232842 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.958366 |
| Heating_Setpoint_RL | 19.269348 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.69392073 |
| air_humidity | 1.8697248 |
| air_temperature | -0.5105204 |
| clg_setpoint | -0.46789658 |
| co2_emission | 0.0 |
| day_of_month | 1.6667738 |
| diffuse_solar_radiation | -0.62998605 |
| direct_solar_radiation | -0.42674145 |
| hour | 1.5220886 |
| htg_setpoint | -1.3736129 |
| month | 0.00013963158 |
| outdoor_humidity | -0.26224414 |
| outdoor_temperature | 0.6152603 |
| people_occupant | -0.7148097 |
| total_electricity_HVAC | -0.6930304 |
| wind_direction | 1.1733024 |
| wind_speed | 1.1916113 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 57.66884 |
| air_temperature | 20.862228 |
| clg_setpoint | 25.450539 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 12.0 |
| month | 1.0 |
| outdoor_humidity | 62.0 |
| outdoor_temperature | 4.8350616 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 310.0 |
| wind_speed | 9.3 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 7%
| action_network/ | |
| Cooling_Setpoint_RL | 0.16758934 |
| Heating_Setpoint_RL | 0.74849033 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.190615 |
| Heating_Setpoint_RL | 21.835258 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.645444 |
| air_humidity | 1.6464673 |
| air_temperature | -1.1481944 |
| clg_setpoint | -0.7318008 |
| co2_emission | 0.0 |
| day_of_month | 1.6641005 |
| diffuse_solar_radiation | -0.6300092 |
| direct_solar_radiation | -0.41630358 |
| hour | 1.6613247 |
| htg_setpoint | 0.016941117 |
| month | 0.00013638618 |
| outdoor_humidity | -0.18696524 |
| outdoor_temperature | -0.09085302 |
| people_occupant | -0.72106975 |
| total_electricity_HVAC | -0.64509016 |
| wind_direction | 1.1299344 |
| wind_speed | 0.43618205 |
| observation/ | |
| HVAC_electricity_demand_rate | 344.82056 |
| air_humidity | 55.625706 |
| air_temperature | 19.42619 |
| clg_setpoint | 24.78915 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 17.668362 |
| month | 1.0 |
| outdoor_humidity | 64.0 |
| outdoor_temperature | 0.80247366 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 314762.9 |
| wind_direction | 310.0 |
| wind_speed | 7.2 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 7%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.67349994 |
| air_humidity | -0.4489442 |
| air_temperature | -1.0832268 |
| clg_setpoint | -0.3968573 |
| co2_emission | 0.0 |
| day_of_month | 1.7939156 |
| diffuse_solar_radiation | -0.63101315 |
| direct_solar_radiation | -0.42365077 |
| hour | -1.6563419 |
| htg_setpoint | -1.3636221 |
| month | 0.00013333333 |
| outdoor_humidity | 0.85168797 |
| outdoor_temperature | 0.2339955 |
| people_occupant | -0.699267 |
| total_electricity_HVAC | -0.67294854 |
| wind_direction | 0.5021408 |
| wind_speed | -0.86681545 |
| observation/ | |
| HVAC_electricity_demand_rate | 166.08086 |
| air_humidity | 31.33997 |
| air_temperature | 19.54382 |
| clg_setpoint | 25.604408 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 12.066717 |
| month | 1.0 |
| outdoor_humidity | 88.0 |
| outdoor_temperature | 2.6596918 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 149472.77 |
| wind_direction | 250.0 |
| wind_speed | 3.6 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 8%
| action_network/ | |
| Cooling_Setpoint_RL | -0.08469369 |
| Heating_Setpoint_RL | -0.62996966 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.339159 |
| Heating_Setpoint_RL | 14.081421 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.35353437 |
| air_humidity | -0.8349977 |
| air_temperature | -0.95575994 |
| clg_setpoint | 0.0741473 |
| co2_emission | 0.0 |
| day_of_month | 1.7858124 |
| diffuse_solar_radiation | -0.6305004 |
| direct_solar_radiation | -0.4293042 |
| hour | -1.5084426 |
| htg_setpoint | 0.37472737 |
| month | 0.00013045451 |
| outdoor_humidity | 1.0273664 |
| outdoor_temperature | 0.20401847 |
| people_occupant | -0.6793295 |
| total_electricity_HVAC | -0.5778439 |
| wind_direction | -1.6918844 |
| wind_speed | -1.1873298 |
| observation/ | |
| HVAC_electricity_demand_rate | 2028.9602 |
| air_humidity | 26.44102 |
| air_temperature | 19.839891 |
| clg_setpoint | 26.757586 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 19.150887 |
| month | 1.0 |
| outdoor_humidity | 92.0 |
| outdoor_temperature | 2.5624905 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 662936.9 |
| wind_direction | 30.0 |
| wind_speed | 2.6 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 8%
| action_network/ | |
| Cooling_Setpoint_RL | 0.11479589 |
| Heating_Setpoint_RL | -0.51123863 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.012436 |
| Heating_Setpoint_RL | 14.749283 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.67407876 |
| air_humidity | 1.3526458 |
| air_temperature | -0.7564297 |
| clg_setpoint | -0.102119684 |
| co2_emission | 0.0 |
| day_of_month | 1.7783728 |
| diffuse_solar_radiation | -0.6289784 |
| direct_solar_radiation | -0.42185426 |
| hour | -1.3617151 |
| htg_setpoint | -0.25741825 |
| month | 0.00012773361 |
| outdoor_humidity | 1.1678276 |
| outdoor_temperature | 0.2294642 |
| people_occupant | -0.6861123 |
| total_electricity_HVAC | -0.67388827 |
| wind_direction | 1.4372506 |
| wind_speed | -1.3249979 |
| observation/ | |
| HVAC_electricity_demand_rate | 120.79365 |
| air_humidity | 51.824947 |
| air_temperature | 20.296682 |
| clg_setpoint | 26.327393 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 16.59201 |
| month | 1.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 2.7828324 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 107415.97 |
| wind_direction | 340.0 |
| wind_speed | 2.1 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 8%
| action_network/ | |
| Cooling_Setpoint_RL | 0.36922413 |
| Heating_Setpoint_RL | 0.20275748 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.871132 |
| Heating_Setpoint_RL | 18.76551 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.144999 |
| air_humidity | -0.17355159 |
| air_temperature | -0.50475115 |
| clg_setpoint | 0.9962165 |
| co2_emission | 0.0 |
| day_of_month | 1.7715181 |
| diffuse_solar_radiation | -0.63082474 |
| direct_solar_radiation | -0.4287717 |
| hour | -1.2158614 |
| htg_setpoint | 0.79778606 |
| month | 0.00012515654 |
| outdoor_humidity | -0.18080647 |
| outdoor_temperature | -1.0608076 |
| people_occupant | -0.69242746 |
| total_electricity_HVAC | 2.1989243 |
| wind_direction | 1.4171159 |
| wind_speed | -1.3045553 |
| observation/ | |
| HVAC_electricity_demand_rate | 16501.057 |
| air_humidity | 34.31757 |
| air_temperature | 20.870955 |
| clg_setpoint | 28.996395 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 20.870972 |
| month | 1.0 |
| outdoor_humidity | 65.0 |
| outdoor_temperature | -4.1424417 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 15610365.0 |
| wind_direction | 340.0 |
| wind_speed | 2.1 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 8%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.8642257 |
| air_humidity | -0.16940218 |
| air_temperature | -1.0418172 |
| clg_setpoint | -1.3744279 |
| co2_emission | 0.0 |
| day_of_month | 1.7651821 |
| diffuse_solar_radiation | -0.63264054 |
| direct_solar_radiation | -0.43456063 |
| hour | -1.0706452 |
| htg_setpoint | 0.50264996 |
| month | 0.00012271093 |
| outdoor_humidity | -1.5644106 |
| outdoor_temperature | -1.5388161 |
| people_occupant | -0.6983224 |
| total_electricity_HVAC | 1.8422948 |
| wind_direction | -1.568423 |
| wind_speed | 0.5581454 |
| observation/ | |
| HVAC_electricity_demand_rate | 14892.197 |
| air_humidity | 34.407764 |
| air_temperature | 19.665588 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 19.6675 |
| month | 1.0 |
| outdoor_humidity | 33.0 |
| outdoor_temperature | -6.7771854 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 13698928.0 |
| wind_direction | 20.0 |
| wind_speed | 7.2 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 9%
| action_network/ | |
| Cooling_Setpoint_RL | 0.38136217 |
| Heating_Setpoint_RL | 0.6877945 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.912098 |
| Heating_Setpoint_RL | 21.493843 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.291977 |
| air_humidity | -0.4309698 |
| air_temperature | -0.685376 |
| clg_setpoint | 0.1986746 |
| co2_emission | 0.0 |
| day_of_month | -1.6518493 |
| diffuse_solar_radiation | -0.63331956 |
| direct_solar_radiation | -0.44317597 |
| hour | -0.9258799 |
| htg_setpoint | 1.228285 |
| month | 11.135475 |
| outdoor_humidity | 0.10497919 |
| outdoor_temperature | 0.023796532 |
| people_occupant | -0.7038384 |
| total_electricity_HVAC | 2.2032456 |
| wind_direction | 0.5828133 |
| wind_speed | -0.1620499 |
| observation/ | |
| HVAC_electricity_demand_rate | 17430.604 |
| air_humidity | 31.323547 |
| air_temperature | 20.475225 |
| clg_setpoint | 27.068565 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 22.632528 |
| month | 2.0 |
| outdoor_humidity | 70.0 |
| outdoor_temperature | 1.395615 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 15694401.0 |
| wind_direction | 250.0 |
| wind_speed | 5.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 9%
| action_network/ | |
| Cooling_Setpoint_RL | 0.40272084 |
| Heating_Setpoint_RL | -0.63387096 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.984182 |
| Heating_Setpoint_RL | 14.059476 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.2715971 |
| air_humidity | -0.26002172 |
| air_temperature | -0.58808154 |
| clg_setpoint | -0.12529635 |
| co2_emission | 0.0 |
| day_of_month | -1.4528009 |
| diffuse_solar_radiation | -0.6310969 |
| direct_solar_radiation | -0.44465756 |
| hour | -0.7814195 |
| htg_setpoint | 1.3877996 |
| month | 4.898975 |
| outdoor_humidity | -0.97645324 |
| outdoor_temperature | 0.3963506 |
| people_occupant | -0.70901126 |
| total_electricity_HVAC | 2.1839275 |
| wind_direction | 1.2079709 |
| wind_speed | 0.39912698 |
| observation/ | |
| HVAC_electricity_demand_rate | 17175.717 |
| air_humidity | 33.191185 |
| air_temperature | 20.706247 |
| clg_setpoint | 26.299583 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 23.25 |
| month | 2.0 |
| outdoor_humidity | 45.0 |
| outdoor_temperature | 3.4749296 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 15470016.0 |
| wind_direction | 320.0 |
| wind_speed | 6.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 9%
| action_network/ | |
| Cooling_Setpoint_RL | 0.9790777 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.929386 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.2960431 |
| air_humidity | -1.9324505 |
| air_temperature | -1.042845 |
| clg_setpoint | -0.84115005 |
| co2_emission | 0.0 |
| day_of_month | -1.2812442 |
| diffuse_solar_radiation | -0.08662652 |
| direct_solar_radiation | 1.5763838 |
| hour | -0.6371522 |
| htg_setpoint | -0.40477633 |
| month | 3.6449554 |
| outdoor_humidity | -0.57522094 |
| outdoor_temperature | -1.5671866 |
| people_occupant | -0.69242746 |
| total_electricity_HVAC | -0.30888718 |
| wind_direction | -1.5461456 |
| wind_speed | -0.39209905 |
| observation/ | |
| HVAC_electricity_demand_rate | 2302.1604 |
| air_humidity | 13.744494 |
| air_temperature | 19.664667 |
| clg_setpoint | 24.558294 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 32.0 |
| direct_solar_radiation | 410.0 |
| hour | 7.0 |
| htg_setpoint | 15.980338 |
| month | 2.0 |
| outdoor_humidity | 53.0 |
| outdoor_temperature | -6.907265 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2064536.9 |
| wind_direction | 20.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 10%
| action_network/ | |
| Cooling_Setpoint_RL | 0.5097873 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.345531 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.2958884 |
| air_humidity | -1.4188857 |
| air_temperature | 0.57871455 |
| clg_setpoint | -1.3169267 |
| co2_emission | 0.0 |
| day_of_month | -1.1282909 |
| diffuse_solar_radiation | 0.2678874 |
| direct_solar_radiation | -0.45798403 |
| hour | -0.49299413 |
| htg_setpoint | 1.3905413 |
| month | 3.030706 |
| outdoor_humidity | 1.2681037 |
| outdoor_temperature | -0.40606543 |
| people_occupant | 1.716542 |
| total_electricity_HVAC | 2.3172386 |
| wind_direction | -1.1642133 |
| wind_speed | 0.2351944 |
| observation/ | |
| HVAC_electricity_demand_rate | 17417.96 |
| air_humidity | 18.112387 |
| air_temperature | 23.250107 |
| clg_setpoint | 23.41322 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 52.5 |
| direct_solar_radiation | 0.0 |
| hour | 8.0 |
| htg_setpoint | 23.25 |
| month | 2.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | -0.8957873 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 16281056.0 |
| wind_direction | 60.0 |
| wind_speed | 6.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 10%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.16269308 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 16.70985 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.20141661 |
| air_humidity | -0.3255063 |
| air_temperature | 0.73094755 |
| clg_setpoint | -1.236691 |
| co2_emission | 0.0 |
| day_of_month | -0.98824567 |
| diffuse_solar_radiation | 1.3226914 |
| direct_solar_radiation | 2.4062345 |
| hour | -0.3488857 |
| htg_setpoint | 1.3916596 |
| month | 2.649314 |
| outdoor_humidity | -1.0132034 |
| outdoor_temperature | -1.287312 |
| people_occupant | 1.6990255 |
| total_electricity_HVAC | 0.2989554 |
| wind_direction | 0.99526674 |
| wind_speed | 2.2918308 |
| observation/ | |
| HVAC_electricity_demand_rate | 5249.937 |
| air_humidity | 31.165293 |
| air_temperature | 23.608597 |
| clg_setpoint | 23.609007 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 113.5 |
| direct_solar_radiation | 589.0 |
| hour | 9.0 |
| htg_setpoint | 23.25 |
| month | 2.0 |
| outdoor_humidity | 43.0 |
| outdoor_temperature | -5.5006847 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 5397744.0 |
| wind_direction | 300.0 |
| wind_speed | 11.8 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 10%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.62348115 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 14.117918 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.14468923 |
| air_humidity | -0.8717794 |
| air_temperature | 1.0038116 |
| clg_setpoint | 0.3793817 |
| co2_emission | 0.0 |
| day_of_month | -0.8572622 |
| diffuse_solar_radiation | 1.8142384 |
| direct_solar_radiation | 2.116416 |
| hour | -0.20478767 |
| htg_setpoint | -1.3720002 |
| month | 2.3831463 |
| outdoor_humidity | -0.5969955 |
| outdoor_temperature | -2.2893739 |
| people_occupant | 1.6828327 |
| total_electricity_HVAC | 0.093349986 |
| wind_direction | 0.7862175 |
| wind_speed | 0.71843773 |
| observation/ | |
| HVAC_electricity_demand_rate | 5030.0938 |
| air_humidity | 24.664661 |
| air_temperature | 24.22608 |
| clg_setpoint | 27.519932 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 143.0 |
| direct_solar_radiation | 538.0 |
| hour | 10.0 |
| htg_setpoint | 12.035322 |
| month | 2.0 |
| outdoor_humidity | 52.0 |
| outdoor_temperature | -11.674391 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 4379366.0 |
| wind_direction | 280.0 |
| wind_speed | 7.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 10%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.3132306 |
| air_humidity | -0.6146403 |
| air_temperature | 1.1939269 |
| clg_setpoint | -0.79749364 |
| co2_emission | 0.0 |
| day_of_month | -0.73263824 |
| diffuse_solar_radiation | 3.0377753 |
| direct_solar_radiation | 1.6008087 |
| hour | -0.060678475 |
| htg_setpoint | 1.3944992 |
| month | 2.1838565 |
| outdoor_humidity | -0.7625062 |
| outdoor_temperature | -0.96824694 |
| people_occupant | 1.1958058 |
| total_electricity_HVAC | -0.34268266 |
| wind_direction | 0.6740414 |
| wind_speed | 0.51815176 |
| observation/ | |
| HVAC_electricity_demand_rate | 2407.6536 |
| air_humidity | 27.581331 |
| air_temperature | 24.654512 |
| clg_setpoint | 24.654778 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 217.5 |
| direct_solar_radiation | 431.0 |
| hour | 11.0 |
| htg_setpoint | 23.25 |
| month | 2.0 |
| outdoor_humidity | 48.0 |
| outdoor_temperature | -4.877576 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 2064141.5 |
| wind_direction | 270.0 |
| wind_speed | 7.2 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 11%
| action_network/ | |
| Cooling_Setpoint_RL | 0.4545035 |
| Heating_Setpoint_RL | -0.2748592 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.158949 |
| Heating_Setpoint_RL | 16.078917 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.54238665 |
| air_humidity | -0.5298185 |
| air_temperature | 1.376251 |
| clg_setpoint | 1.4067245 |
| co2_emission | 0.0 |
| day_of_month | -0.6124218 |
| diffuse_solar_radiation | 1.7766436 |
| direct_solar_radiation | 2.7667599 |
| hour | 0.083448246 |
| htg_setpoint | -1.3831984 |
| month | 2.0274358 |
| outdoor_humidity | -1.4411247 |
| outdoor_temperature | -0.19431902 |
| people_occupant | 0.24079685 |
| total_electricity_HVAC | -0.54726356 |
| wind_direction | 1.2905996 |
| wind_speed | 0.53240657 |
| observation/ | |
| HVAC_electricity_demand_rate | 1076.0363 |
| air_humidity | 28.563366 |
| air_temperature | 25.082043 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 144.0 |
| direct_solar_radiation | 682.0 |
| hour | 12.0 |
| htg_setpoint | 12.0 |
| month | 2.0 |
| outdoor_humidity | 32.0 |
| outdoor_temperature | -0.64396673 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 963888.75 |
| wind_direction | 340.0 |
| wind_speed | 7.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 11%
| action_network/ | |
| Cooling_Setpoint_RL | 0.40591094 |
| Heating_Setpoint_RL | -0.064989656 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.99495 |
| Heating_Setpoint_RL | 17.259434 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.56490666 |
| air_humidity | -1.1831598 |
| air_temperature | -0.5138909 |
| clg_setpoint | -0.72769916 |
| co2_emission | 0.0 |
| day_of_month | -0.49517956 |
| diffuse_solar_radiation | 1.7403696 |
| direct_solar_radiation | 1.803544 |
| hour | 0.22758555 |
| htg_setpoint | -1.3857155 |
| month | 1.900434 |
| outdoor_humidity | -0.97988564 |
| outdoor_temperature | -0.41885406 |
| people_occupant | -0.7014312 |
| total_electricity_HVAC | -0.5698075 |
| wind_direction | 0.5349556 |
| wind_speed | 0.7162315 |
| observation/ | |
| HVAC_electricity_demand_rate | 967.68866 |
| air_humidity | 21.139076 |
| air_temperature | 20.748373 |
| clg_setpoint | 24.812338 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 141.0 |
| direct_solar_radiation | 497.5 |
| hour | 13.0 |
| htg_setpoint | 12.0 |
| month | 2.0 |
| outdoor_humidity | 42.0 |
| outdoor_temperature | -2.0652192 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 862733.25 |
| wind_direction | 260.0 |
| wind_speed | 7.7 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 11%
| action_network/ | |
| Cooling_Setpoint_RL | 0.21991017 |
| Heating_Setpoint_RL | -0.59477973 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.367197 |
| Heating_Setpoint_RL | 14.279364 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.71419007 |
| air_humidity | -1.6443224 |
| air_temperature | -0.006355218 |
| clg_setpoint | 1.0698131 |
| co2_emission | 0.0 |
| day_of_month | -0.37985572 |
| diffuse_solar_radiation | 1.8742489 |
| direct_solar_radiation | 1.0477986 |
| hour | 0.37171495 |
| htg_setpoint | -1.3830612 |
| month | 1.7946527 |
| outdoor_humidity | -0.4001826 |
| outdoor_temperature | 0.8712843 |
| people_occupant | -0.68805367 |
| total_electricity_HVAC | -0.7135301 |
| wind_direction | -0.11611405 |
| wind_speed | 0.14821704 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 15.249274 |
| air_temperature | 21.86713 |
| clg_setpoint | 29.159029 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 150.5 |
| direct_solar_radiation | 334.5 |
| hour | 14.0 |
| htg_setpoint | 12.0 |
| month | 2.0 |
| outdoor_humidity | 55.0 |
| outdoor_temperature | 5.135328 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 190.0 |
| wind_speed | 6.2 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 11%
| action_network/ | |
| Cooling_Setpoint_RL | -0.36906675 |
| Heating_Setpoint_RL | -0.46133858 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.3794 |
| Heating_Setpoint_RL | 15.02997 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.7123954 |
| air_humidity | -0.564964 |
| air_temperature | 2.088916 |
| clg_setpoint | 0.033121772 |
| co2_emission | 0.0 |
| day_of_month | -0.26568443 |
| diffuse_solar_radiation | 0.65353394 |
| direct_solar_radiation | 0.1135183 |
| hour | 0.51580775 |
| htg_setpoint | 1.3959222 |
| month | 1.7047725 |
| outdoor_humidity | -0.14073075 |
| outdoor_temperature | 0.69955504 |
| people_occupant | 1.6968672 |
| total_electricity_HVAC | -0.7115302 |
| wind_direction | 0.43034306 |
| wind_speed | 0.1577046 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 27.160465 |
| air_temperature | 26.652805 |
| clg_setpoint | 26.65318 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 78.0 |
| direct_solar_radiation | 132.5 |
| hour | 15.0 |
| htg_setpoint | 23.25 |
| month | 2.0 |
| outdoor_humidity | 61.0 |
| outdoor_temperature | 4.1897874 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 250.0 |
| wind_speed | 6.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 12%
| action_network/ | |
| Cooling_Setpoint_RL | -0.9908222 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.280975 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.30856335 |
| air_humidity | -0.4486005 |
| air_temperature | 1.7502425 |
| clg_setpoint | -0.27716637 |
| co2_emission | 0.0 |
| day_of_month | -0.15213381 |
| diffuse_solar_radiation | -0.16875234 |
| direct_solar_radiation | -0.08145414 |
| hour | 0.6598264 |
| htg_setpoint | 1.2084299 |
| month | 1.6271712 |
| outdoor_humidity | -1.7692974 |
| outdoor_temperature | -1.0551928 |
| people_occupant | 1.683112 |
| total_electricity_HVAC | -0.33542994 |
| wind_direction | 0.966627 |
| wind_speed | 0.34353837 |
| observation/ | |
| HVAC_electricity_demand_rate | 2496.294 |
| air_humidity | 28.414505 |
| air_temperature | 25.902473 |
| clg_setpoint | 25.902931 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 29.0 |
| direct_solar_radiation | 92.0 |
| hour | 16.0 |
| htg_setpoint | 22.49091 |
| month | 2.0 |
| outdoor_humidity | 23.0 |
| outdoor_temperature | -5.647106 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2156662.5 |
| wind_direction | 310.0 |
| wind_speed | 6.7 |
| train/ | |
| approx_kl | 0.006436727 |
| clip_fraction | 0.0485 |
| clip_range | 0.2 |
| entropy_loss | -2.81 |
| explained_variance | 0.245 |
| learning_rate | 0.0003 |
| loss | 5.61 |
| n_updates | 20 |
| policy_gradient_loss | -0.00696 |
| std | 0.988 |
| value_loss | 23 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 12%
| action_network/ | |
| Cooling_Setpoint_RL | -0.0068710744 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.60181 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.28527573 |
| air_humidity | -0.4954446 |
| air_temperature | 1.1018751 |
| clg_setpoint | -0.91752523 |
| co2_emission | 0.0 |
| day_of_month | -0.038870145 |
| diffuse_solar_radiation | -0.64987963 |
| direct_solar_radiation | -0.5039442 |
| hour | 0.80372554 |
| htg_setpoint | 0.686431 |
| month | 1.5592858 |
| outdoor_humidity | -0.993381 |
| outdoor_temperature | -0.5237735 |
| people_occupant | 1.6702152 |
| total_electricity_HVAC | -0.29612592 |
| wind_direction | 0.7633893 |
| wind_speed | 0.34742904 |
| observation/ | |
| HVAC_electricity_demand_rate | 2686.51 |
| air_humidity | 27.864061 |
| air_temperature | 24.430086 |
| clg_setpoint | 24.34075 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 20.409344 |
| month | 2.0 |
| outdoor_humidity | 40.0 |
| outdoor_temperature | -2.8963692 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2417859.0 |
| wind_direction | 290.0 |
| wind_speed | 6.7 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 12%
| action_network/ | |
| Cooling_Setpoint_RL | -0.53964144 |
| Heating_Setpoint_RL | 0.68475026 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.80371 |
| Heating_Setpoint_RL | 21.47672 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.57866347 |
| air_humidity | -0.08624974 |
| air_temperature | 0.5835694 |
| clg_setpoint | -1.362557 |
| co2_emission | 0.0 |
| day_of_month | 0.07426608 |
| diffuse_solar_radiation | -0.64980316 |
| direct_solar_radiation | -0.5097408 |
| hour | 0.9474531 |
| htg_setpoint | -0.71569496 |
| month | 1.4992443 |
| outdoor_humidity | -0.71151865 |
| outdoor_temperature | 0.0013277753 |
| people_occupant | 0.47869897 |
| total_electricity_HVAC | -0.5672826 |
| wind_direction | 0.5645244 |
| wind_speed | -0.47901872 |
| observation/ | |
| HVAC_electricity_demand_rate | 947.63544 |
| air_humidity | 32.43266 |
| air_temperature | 23.249962 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 14.751967 |
| month | 2.0 |
| outdoor_humidity | 46.0 |
| outdoor_temperature | -0.008879345 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 931304.8 |
| wind_direction | 270.0 |
| wind_speed | 4.6 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 13%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.23207167 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.319597 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.028077811 |
| air_humidity | 1.2509832 |
| air_temperature | 0.2951311 |
| clg_setpoint | -1.3359045 |
| co2_emission | 0.0 |
| day_of_month | 0.1872774 |
| diffuse_solar_radiation | -0.6508007 |
| direct_solar_radiation | -0.503375 |
| hour | 1.090951 |
| htg_setpoint | 1.0298077 |
| month | 1.4456443 |
| outdoor_humidity | 1.3026016 |
| outdoor_temperature | 0.6495967 |
| people_occupant | -0.4715842 |
| total_electricity_HVAC | 0.13697436 |
| wind_direction | -1.2879672 |
| wind_speed | -1.0567958 |
| observation/ | |
| HVAC_electricity_demand_rate | 4556.142 |
| air_humidity | 47.299587 |
| air_temperature | 22.603968 |
| clg_setpoint | 23.318382 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 21.799107 |
| month | 2.0 |
| outdoor_humidity | 92.0 |
| outdoor_temperature | 3.5695698 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 4804541.5 |
| wind_direction | 70.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 13%
| action_network/ | |
| Cooling_Setpoint_RL | -0.24708718 |
| Heating_Setpoint_RL | 0.58499694 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.79108 |
| Heating_Setpoint_RL | 20.915607 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.7208331 |
| air_humidity | -0.20403717 |
| air_temperature | -0.5655856 |
| clg_setpoint | -0.066435866 |
| co2_emission | 0.0 |
| day_of_month | 0.30002347 |
| diffuse_solar_radiation | -0.65067184 |
| direct_solar_radiation | -0.5012667 |
| hour | 1.2341563 |
| htg_setpoint | -1.3970901 |
| month | 1.3974103 |
| outdoor_humidity | -0.41931754 |
| outdoor_temperature | 0.9113132 |
| people_occupant | -0.6962247 |
| total_electricity_HVAC | -0.71981525 |
| wind_direction | -1.4819959 |
| wind_speed | -0.21469603 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 31.36243 |
| air_temperature | 20.629145 |
| clg_setpoint | 26.409916 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 12.0 |
| month | 2.0 |
| outdoor_humidity | 53.0 |
| outdoor_temperature | 5.119362 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 50.0 |
| wind_speed | 5.2 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 13%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.78608555 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.203269 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.2718654 |
| air_humidity | -1.6136554 |
| air_temperature | 0.60106796 |
| clg_setpoint | -1.3220301 |
| co2_emission | 0.0 |
| day_of_month | 0.41223502 |
| diffuse_solar_radiation | -0.65222114 |
| direct_solar_radiation | -0.50697815 |
| hour | 1.3770014 |
| htg_setpoint | 1.3895245 |
| month | 1.353703 |
| outdoor_humidity | 0.38300496 |
| outdoor_temperature | 0.2701891 |
| people_occupant | -0.6850157 |
| total_electricity_HVAC | 1.2918986 |
| wind_direction | -0.056982882 |
| wind_speed | -1.2464777 |
| observation/ | |
| HVAC_electricity_demand_rate | 11906.753 |
| air_humidity | 15.522444 |
| air_temperature | 23.249964 |
| clg_setpoint | 23.363804 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 23.25 |
| month | 2.0 |
| outdoor_humidity | 71.0 |
| outdoor_temperature | 1.6169127 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 11127677.0 |
| wind_direction | 200.0 |
| wind_speed | 2.6 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 13%
| action_network/ | |
| Cooling_Setpoint_RL | 0.41036725 |
| Heating_Setpoint_RL | 0.11957159 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.009989 |
| Heating_Setpoint_RL | 18.29759 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.3454906 |
| air_humidity | 0.59831053 |
| air_temperature | -0.10024008 |
| clg_setpoint | 1.4118412 |
| co2_emission | 0.0 |
| day_of_month | 0.52352965 |
| diffuse_solar_radiation | -0.65104693 |
| direct_solar_radiation | -0.5095255 |
| hour | 1.5194155 |
| htg_setpoint | 0.7814264 |
| month | 1.3138561 |
| outdoor_humidity | 1.0947324 |
| outdoor_temperature | 0.16690888 |
| people_occupant | -0.68879753 |
| total_electricity_HVAC | -0.48397446 |
| wind_direction | -1.3606424 |
| wind_speed | -1.2157485 |
| observation/ | |
| HVAC_electricity_demand_rate | 2291.6558 |
| air_humidity | 39.894955 |
| air_temperature | 21.695082 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 20.821701 |
| month | 2.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 1.0885792 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1355786.0 |
| wind_direction | 60.0 |
| wind_speed | 2.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 14%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.45204434 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.082251 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.5127893 |
| air_humidity | -0.39309537 |
| air_temperature | -0.5271283 |
| clg_setpoint | -1.3652248 |
| co2_emission | 0.0 |
| day_of_month | 0.6334306 |
| diffuse_solar_radiation | -0.65262157 |
| direct_solar_radiation | -0.5146921 |
| hour | 1.6613247 |
| htg_setpoint | 0.7623995 |
| month | 1.2773327 |
| outdoor_humidity | 0.28749773 |
| outdoor_temperature | 0.5042764 |
| people_occupant | -0.69242746 |
| total_electricity_HVAC | 0.6890635 |
| wind_direction | 0.13949902 |
| wind_speed | -0.9896667 |
| observation/ | |
| HVAC_electricity_demand_rate | 7354.95 |
| air_humidity | 28.899357 |
| air_temperature | 20.75329 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 20.753273 |
| month | 2.0 |
| outdoor_humidity | 69.0 |
| outdoor_temperature | 2.9882622 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 7774015.5 |
| wind_direction | 220.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 14%
| action_network/ | |
| Cooling_Setpoint_RL | -0.069171086 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.391548 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.91221184 |
| air_humidity | 0.4816924 |
| air_temperature | -0.46390334 |
| clg_setpoint | 1.410665 |
| co2_emission | 0.0 |
| day_of_month | 0.8617382 |
| diffuse_solar_radiation | -0.6538125 |
| direct_solar_radiation | -0.51848084 |
| hour | -1.6587789 |
| htg_setpoint | 0.8002119 |
| month | 1.243695 |
| outdoor_humidity | 1.1804919 |
| outdoor_temperature | 0.44692302 |
| people_occupant | -0.69591445 |
| total_electricity_HVAC | 1.1407757 |
| wind_direction | -1.3296317 |
| wind_speed | -0.7721512 |
| observation/ | |
| HVAC_electricity_demand_rate | 9676.11 |
| air_humidity | 38.448936 |
| air_temperature | 20.9141 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 20.914074 |
| month | 2.0 |
| outdoor_humidity | 89.0 |
| outdoor_temperature | 2.7806091 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 10210214.0 |
| wind_direction | 60.0 |
| wind_speed | 3.6 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 14%
| action_network/ | |
| Cooling_Setpoint_RL | -0.6654407 |
| Heating_Setpoint_RL | 0.9593518 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.379137 |
| Heating_Setpoint_RL | 23.021355 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.70010906 |
| air_humidity | 0.9914329 |
| air_temperature | -0.9151082 |
| clg_setpoint | -0.47002244 |
| co2_emission | 0.0 |
| day_of_month | 0.9672842 |
| diffuse_solar_radiation | -0.6550256 |
| direct_solar_radiation | -0.5118956 |
| hour | -1.5124733 |
| htg_setpoint | -1.0763167 |
| month | 1.2125821 |
| outdoor_humidity | -0.31417403 |
| outdoor_temperature | 0.28600034 |
| people_occupant | -0.699267 |
| total_electricity_HVAC | -0.7005464 |
| wind_direction | 1.1767749 |
| wind_speed | 0.48283085 |
| observation/ | |
| HVAC_electricity_demand_rate | 129.42365 |
| air_humidity | 44.109005 |
| air_temperature | 19.909931 |
| clg_setpoint | 25.429173 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 13.341051 |
| month | 2.0 |
| outdoor_humidity | 56.0 |
| outdoor_temperature | 1.9588643 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 114027.29 |
| wind_direction | 330.0 |
| wind_speed | 6.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 15%
| action_network/ | |
| Cooling_Setpoint_RL | -0.78239506 |
| Heating_Setpoint_RL | -0.79324746 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.984417 |
| Heating_Setpoint_RL | 13.162983 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.8789062 |
| air_humidity | -0.17573948 |
| air_temperature | -0.38322866 |
| clg_setpoint | 0.10920752 |
| co2_emission | 0.0 |
| day_of_month | 1.0694082 |
| diffuse_solar_radiation | -0.6556784 |
| direct_solar_radiation | -0.5160986 |
| hour | -1.3667258 |
| htg_setpoint | 1.1102428 |
| month | 1.1836933 |
| outdoor_humidity | -0.38985997 |
| outdoor_temperature | 0.39854485 |
| people_occupant | -0.7024929 |
| total_electricity_HVAC | 1.9647443 |
| wind_direction | 0.14980257 |
| wind_speed | -0.9663078 |
| observation/ | |
| HVAC_electricity_demand_rate | 15273.758 |
| air_humidity | 31.413269 |
| air_temperature | 21.119127 |
| clg_setpoint | 26.829983 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 22.1615 |
| month | 2.0 |
| outdoor_humidity | 54.0 |
| outdoor_temperature | 2.5836143 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 14618276.0 |
| wind_direction | 220.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 15%
| action_network/ | |
| Cooling_Setpoint_RL | 0.20492809 |
| Heating_Setpoint_RL | -0.45888957 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.316631 |
| Heating_Setpoint_RL | 15.043746 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.70315826 |
| air_humidity | -0.38000986 |
| air_temperature | -0.5899202 |
| clg_setpoint | 1.4147562 |
| co2_emission | 0.0 |
| day_of_month | 1.1675022 |
| diffuse_solar_radiation | -0.6568047 |
| direct_solar_radiation | -0.509808 |
| hour | -1.2214129 |
| htg_setpoint | -1.1096703 |
| month | 1.1567754 |
| outdoor_humidity | 1.3567767 |
| outdoor_temperature | 0.6795618 |
| people_occupant | -0.69242746 |
| total_electricity_HVAC | -0.7029142 |
| wind_direction | -1.8782408 |
| wind_speed | -2.1857724 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 29.159702 |
| air_temperature | 20.644478 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 13.212212 |
| month | 2.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 4.1525617 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 15%
| action_network/ | |
| Cooling_Setpoint_RL | -0.7837827 |
| Heating_Setpoint_RL | 0.22479762 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.979733 |
| Heating_Setpoint_RL | 18.889486 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.71388805 |
| air_humidity | -1.4505668 |
| air_temperature | -1.0203916 |
| clg_setpoint | -0.5235851 |
| co2_emission | 0.0 |
| day_of_month | 1.2610081 |
| diffuse_solar_radiation | -0.65568155 |
| direct_solar_radiation | -0.51110786 |
| hour | -1.0764307 |
| htg_setpoint | 0.49409986 |
| month | 1.1316141 |
| outdoor_humidity | -1.1556227 |
| outdoor_temperature | -0.72052324 |
| people_occupant | -0.6827826 |
| total_electricity_HVAC | 0.66391337 |
| wind_direction | 1.0680752 |
| wind_speed | -0.106765665 |
| observation/ | |
| HVAC_electricity_demand_rate | 8425.022 |
| air_humidity | 17.49346 |
| air_temperature | 19.669807 |
| clg_setpoint | 25.309462 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 19.669777 |
| month | 2.0 |
| outdoor_humidity | 37.0 |
| outdoor_temperature | -3.299967 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 7533123.5 |
| wind_direction | 320.0 |
| wind_speed | 5.2 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 16%
| action_network/ | |
| Cooling_Setpoint_RL | -0.09507017 |
| Heating_Setpoint_RL | -0.12824973 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.304138 |
| Heating_Setpoint_RL | 16.903595 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.7108995 |
| air_humidity | -0.45020497 |
| air_temperature | -0.58846724 |
| clg_setpoint | 0.083531134 |
| co2_emission | 0.0 |
| day_of_month | 1.3494421 |
| diffuse_solar_radiation | -0.65667677 |
| direct_solar_radiation | -0.51579064 |
| hour | -0.9316924 |
| htg_setpoint | 0.73322356 |
| month | 1.1080264 |
| outdoor_humidity | 0.7461396 |
| outdoor_temperature | -0.9563793 |
| people_occupant | -0.6861123 |
| total_electricity_HVAC | 1.8333535 |
| wind_direction | -1.4381627 |
| wind_speed | -0.55488044 |
| observation/ | |
| HVAC_electricity_demand_rate | 14292.256 |
| air_humidity | 28.081839 |
| air_temperature | 20.641375 |
| clg_setpoint | 26.776354 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 20.64139 |
| month | 2.0 |
| outdoor_humidity | 79.0 |
| outdoor_temperature | -4.5340133 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 13912389.0 |
| wind_direction | 50.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 16%
| action_network/ | |
| Cooling_Setpoint_RL | -0.95944965 |
| Heating_Setpoint_RL | 0.23542379 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.386858 |
| Heating_Setpoint_RL | 18.949259 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.35082918 |
| air_humidity | 0.5582222 |
| air_temperature | -1.044158 |
| clg_setpoint | 1.4097497 |
| co2_emission | 0.0 |
| day_of_month | 1.4324144 |
| diffuse_solar_radiation | -0.3809797 |
| direct_solar_radiation | -0.50984854 |
| hour | -0.7871268 |
| htg_setpoint | -0.6020278 |
| month | 1.0858548 |
| outdoor_humidity | 0.7992423 |
| outdoor_temperature | -0.4689118 |
| people_occupant | -0.6893252 |
| total_electricity_HVAC | -0.3622441 |
| wind_direction | -1.2197232 |
| wind_speed | -0.746886 |
| observation/ | |
| HVAC_electricity_demand_rate | 2173.4644 |
| air_humidity | 38.861286 |
| air_temperature | 19.634382 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 17.5 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 15.271291 |
| month | 2.0 |
| outdoor_humidity | 80.0 |
| outdoor_temperature | -2.0073757 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1948214.0 |
| wind_direction | 70.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 16%
| action_network/ | |
| Cooling_Setpoint_RL | -0.79247606 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.950394 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5065383 |
| air_humidity | 1.2224885 |
| air_temperature | -0.5196786 |
| clg_setpoint | 1.4074699 |
| co2_emission | 0.0 |
| day_of_month | 1.5096421 |
| diffuse_solar_radiation | -0.008922572 |
| direct_solar_radiation | -0.5041071 |
| hour | -0.64267653 |
| htg_setpoint | -1.2633829 |
| month | 1.064963 |
| outdoor_humidity | 1.6523656 |
| outdoor_temperature | 0.120410904 |
| people_occupant | -0.69242746 |
| total_electricity_HVAC | -0.5125516 |
| wind_direction | -1.1848832 |
| wind_speed | -1.1361353 |
| observation/ | |
| HVAC_electricity_demand_rate | 1270.758 |
| air_humidity | 46.19004 |
| air_temperature | 20.816204 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 41.0 |
| direct_solar_radiation | 0.0 |
| hour | 7.0 |
| htg_setpoint | 12.621262 |
| month | 2.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 1.0900561 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1141056.2 |
| wind_direction | 70.0 |
| wind_speed | 2.6 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 16%
| action_network/ | |
| Cooling_Setpoint_RL | 0.71085286 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.024128 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.70359606 |
| air_humidity | 0.7282024 |
| air_temperature | 0.9864903 |
| clg_setpoint | 0.78645235 |
| co2_emission | 0.0 |
| day_of_month | -1.6462759 |
| diffuse_solar_radiation | 1.286412 |
| direct_solar_radiation | 2.448525 |
| hour | -0.49829686 |
| htg_setpoint | -0.17620008 |
| month | 2.9591815 |
| outdoor_humidity | -1.1598159 |
| outdoor_temperature | 1.8042063 |
| people_occupant | 1.6774151 |
| total_electricity_HVAC | -0.70341456 |
| wind_direction | -1.8005773 |
| wind_speed | -2.16854 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 41.261517 |
| air_temperature | 24.178215 |
| clg_setpoint | 28.495743 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 122.5 |
| direct_solar_radiation | 655.0 |
| hour | 8.0 |
| htg_setpoint | 17.01097 |
| month | 3.0 |
| outdoor_humidity | 37.0 |
| outdoor_temperature | 10.02762 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 17%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.71880615 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 13.581716 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.9426565 |
| air_humidity | -0.4012326 |
| air_temperature | 0.30733746 |
| clg_setpoint | 0.50380397 |
| co2_emission | 0.0 |
| day_of_month | -1.4834425 |
| diffuse_solar_radiation | 2.7522411 |
| direct_solar_radiation | -0.28594652 |
| hour | -0.3539544 |
| htg_setpoint | 1.370643 |
| month | 2.734396 |
| outdoor_humidity | 1.488303 |
| outdoor_temperature | 1.2329308 |
| people_occupant | -0.6983224 |
| total_electricity_HVAC | 1.1061088 |
| wind_direction | -0.15508664 |
| wind_speed | -0.49338156 |
| observation/ | |
| HVAC_electricity_demand_rate | 9720.824 |
| air_humidity | 29.016432 |
| air_temperature | 22.69455 |
| clg_setpoint | 27.81024 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 215.5 |
| direct_solar_radiation | 48.5 |
| hour | 9.0 |
| htg_setpoint | 23.25 |
| month | 3.0 |
| outdoor_humidity | 97.0 |
| outdoor_temperature | 7.2044296 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 9902801.0 |
| wind_direction | 180.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 17%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.15370098 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.760433 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6940728 |
| air_humidity | -0.41092628 |
| air_temperature | -0.31387684 |
| clg_setpoint | -1.3782771 |
| co2_emission | 0.0 |
| day_of_month | -1.3331912 |
| diffuse_solar_radiation | 1.6114502 |
| direct_solar_radiation | 2.996529 |
| hour | -0.20962618 |
| htg_setpoint | -1.0772519 |
| month | 2.5541122 |
| outdoor_humidity | -0.72159547 |
| outdoor_temperature | 1.9677757 |
| people_occupant | -0.6895354 |
| total_electricity_HVAC | -0.6942338 |
| wind_direction | 1.1147776 |
| wind_speed | 2.4035003 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 28.970531 |
| air_temperature | 21.307747 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 146.0 |
| direct_solar_radiation | 788.0 |
| hour | 10.0 |
| htg_setpoint | 13.33469 |
| month | 3.0 |
| outdoor_humidity | 47.0 |
| outdoor_temperature | 11.566205 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 320.0 |
| wind_speed | 11.3 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 17%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.029793642 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 17.79259 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6519168 |
| air_humidity | 0.29212266 |
| air_temperature | 1.7538624 |
| clg_setpoint | -0.30402437 |
| co2_emission | 0.0 |
| day_of_month | -1.1923385 |
| diffuse_solar_radiation | 1.1182455 |
| direct_solar_radiation | -0.50550115 |
| hour | -0.065298826 |
| htg_setpoint | 0.5709032 |
| month | 2.405351 |
| outdoor_humidity | 1.6230125 |
| outdoor_temperature | 0.9880479 |
| people_occupant | 1.224353 |
| total_electricity_HVAC | -0.653359 |
| wind_direction | -0.5351288 |
| wind_speed | -0.29095814 |
| observation/ | |
| HVAC_electricity_demand_rate | 303.28488 |
| air_humidity | 36.334675 |
| air_temperature | 25.862907 |
| clg_setpoint | 25.853851 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 114.5 |
| direct_solar_radiation | 0.0 |
| hour | 11.0 |
| htg_setpoint | 19.980577 |
| month | 3.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 6.4150405 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 272956.4 |
| wind_direction | 140.0 |
| wind_speed | 4.6 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 17%
| action_network/ | |
| Cooling_Setpoint_RL | 0.32638112 |
| Heating_Setpoint_RL | 0.7101625 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.726536 |
| Heating_Setpoint_RL | 21.619663 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6842964 |
| air_humidity | 1.2135907 |
| air_temperature | 1.1890895 |
| clg_setpoint | 1.2588264 |
| co2_emission | 0.0 |
| day_of_month | -1.0585276 |
| diffuse_solar_radiation | 1.5808672 |
| direct_solar_radiation | -0.5004633 |
| hour | 0.07903232 |
| htg_setpoint | -1.4038599 |
| month | 2.2798817 |
| outdoor_humidity | 1.5759859 |
| outdoor_temperature | 1.2183942 |
| people_occupant | 0.26462746 |
| total_electricity_HVAC | -0.6847249 |
| wind_direction | -0.79381335 |
| wind_speed | 0.9638654 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 46.60605 |
| air_temperature | 24.637638 |
| clg_setpoint | 29.63749 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 144.0 |
| direct_solar_radiation | 0.0 |
| hour | 12.0 |
| htg_setpoint | 12.0 |
| month | 3.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 7.794832 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 110.0 |
| wind_speed | 7.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 18%
| action_network/ | |
| Cooling_Setpoint_RL | -0.017605726 |
| Heating_Setpoint_RL | -0.6355649 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.56558 |
| Heating_Setpoint_RL | 14.049948 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5570473 |
| air_humidity | 1.9107693 |
| air_temperature | 0.55955064 |
| clg_setpoint | -1.3763463 |
| co2_emission | 0.0 |
| day_of_month | -0.9299726 |
| diffuse_solar_radiation | 0.8171946 |
| direct_solar_radiation | -0.49576926 |
| hour | 0.22336385 |
| htg_setpoint | 0.25639486 |
| month | 2.1721985 |
| outdoor_humidity | 1.4033513 |
| outdoor_temperature | 2.0996914 |
| people_occupant | 1.2109281 |
| total_electricity_HVAC | -0.5588706 |
| wind_direction | 0.40157768 |
| wind_speed | -0.85283345 |
| observation/ | |
| HVAC_electricity_demand_rate | 795.5124 |
| air_humidity | 54.80354 |
| air_temperature | 23.263067 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 95.0 |
| direct_solar_radiation | 0.0 |
| hour | 13.0 |
| htg_setpoint | 18.688303 |
| month | 3.0 |
| outdoor_humidity | 97.0 |
| outdoor_temperature | 12.845785 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 729683.25 |
| wind_direction | 240.0 |
| wind_speed | 3.1 |
| train/ | |
| approx_kl | 0.007918861 |
| clip_fraction | 0.0534 |
| clip_range | 0.2 |
| entropy_loss | -2.81 |
| explained_variance | 0.761 |
| learning_rate | 0.0003 |
| loss | 4.21 |
| n_updates | 30 |
| policy_gradient_loss | -0.00835 |
| std | 0.98 |
| value_loss | 15.5 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 18%
| action_network/ | |
| Cooling_Setpoint_RL | 0.15871274 |
| Heating_Setpoint_RL | -0.72699434 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.160656 |
| Heating_Setpoint_RL | 13.535657 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.674503 |
| air_humidity | -0.82638067 |
| air_temperature | 1.7654018 |
| clg_setpoint | 1.4096979 |
| co2_emission | 0.0 |
| day_of_month | -0.805296 |
| diffuse_solar_radiation | 1.1657786 |
| direct_solar_radiation | 2.6600127 |
| hour | 0.3676849 |
| htg_setpoint | 1.3916914 |
| month | 2.078461 |
| outdoor_humidity | -0.8435716 |
| outdoor_temperature | 1.6322771 |
| people_occupant | 1.6781107 |
| total_electricity_HVAC | -0.6752374 |
| wind_direction | 0.29780477 |
| wind_speed | -1.0606819 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 24.854113 |
| air_temperature | 25.942028 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 117.5 |
| direct_solar_radiation | 714.5 |
| hour | 14.0 |
| htg_setpoint | 23.25 |
| month | 3.0 |
| outdoor_humidity | 45.0 |
| outdoor_temperature | 10.494578 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 230.0 |
| wind_speed | 2.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 18%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.01945357 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.515574 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.44786713 |
| air_humidity | 1.0444996 |
| air_temperature | 0.5439629 |
| clg_setpoint | -1.3750882 |
| co2_emission | 0.0 |
| day_of_month | -0.6834244 |
| diffuse_solar_radiation | 1.2396392 |
| direct_solar_radiation | -0.3480508 |
| hour | 0.51197785 |
| htg_setpoint | -1.3945987 |
| month | 1.9958973 |
| outdoor_humidity | 1.3499769 |
| outdoor_temperature | 0.241142 |
| people_occupant | 1.6697528 |
| total_electricity_HVAC | -0.44862694 |
| wind_direction | -1.1508913 |
| wind_speed | -0.6719563 |
| observation/ | |
| HVAC_electricity_demand_rate | 1383.2814 |
| air_humidity | 45.28972 |
| air_temperature | 23.257324 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 123.0 |
| direct_solar_radiation | 33.5 |
| hour | 15.0 |
| htg_setpoint | 12.0 |
| month | 3.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 2.7052646 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1281894.9 |
| wind_direction | 70.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 19%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.094740584 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 18.157917 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6463941 |
| air_humidity | 0.18763258 |
| air_temperature | -0.6105597 |
| clg_setpoint | 0.56682175 |
| co2_emission | 0.0 |
| day_of_month | -0.56351864 |
| diffuse_solar_radiation | 0.1568368 |
| direct_solar_radiation | -0.28451845 |
| hour | 0.65621865 |
| htg_setpoint | -1.394711 |
| month | 1.9224508 |
| outdoor_humidity | 1.4966753 |
| outdoor_temperature | 0.3401269 |
| people_occupant | -0.69505566 |
| total_electricity_HVAC | -0.6473911 |
| wind_direction | -0.50611526 |
| wind_speed | 0.1747151 |
| observation/ | |
| HVAC_electricity_demand_rate | 227.04245 |
| air_humidity | 36.12856 |
| air_temperature | 20.702671 |
| clg_setpoint | 27.95332 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 54.0 |
| direct_solar_radiation | 47.5 |
| hour | 16.0 |
| htg_setpoint | 12.0 |
| month | 3.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 3.2636507 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 208149.61 |
| wind_direction | 140.0 |
| wind_speed | 5.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 19%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.695761 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 13.711344 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.34844485 |
| air_humidity | -0.89245135 |
| air_temperature | -0.053108867 |
| clg_setpoint | -1.1852823 |
| co2_emission | 0.0 |
| day_of_month | -0.4449275 |
| diffuse_solar_radiation | -0.6748552 |
| direct_solar_radiation | -0.497677 |
| hour | 0.80037755 |
| htg_setpoint | 0.9968761 |
| month | 1.8565582 |
| outdoor_humidity | -0.40900648 |
| outdoor_temperature | 0.8406109 |
| people_occupant | -0.68725926 |
| total_electricity_HVAC | -0.3919143 |
| wind_direction | -1.4919091 |
| wind_speed | 1.5985532 |
| observation/ | |
| HVAC_electricity_demand_rate | 1932.6545 |
| air_humidity | 24.37198 |
| air_temperature | 21.915516 |
| clg_setpoint | 23.716848 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 21.655777 |
| month | 3.0 |
| outdoor_humidity | 56.0 |
| outdoor_temperature | 6.057077 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1565512.2 |
| wind_direction | 30.0 |
| wind_speed | 9.3 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 19%
| action_network/ | |
| Cooling_Setpoint_RL | -0.45161432 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.100801 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.59278834 |
| air_humidity | -0.2825481 |
| air_temperature | 0.5540166 |
| clg_setpoint | -1.3774068 |
| co2_emission | 0.0 |
| day_of_month | -0.32715628 |
| diffuse_solar_radiation | -0.6768882 |
| direct_solar_radiation | -0.5018783 |
| hour | 0.9444194 |
| htg_setpoint | -1.3926696 |
| month | 1.7970074 |
| outdoor_humidity | 0.07484218 |
| outdoor_temperature | 0.57621604 |
| people_occupant | 0.5016111 |
| total_electricity_HVAC | -0.61330146 |
| wind_direction | -0.11843101 |
| wind_speed | 0.35860938 |
| observation/ | |
| HVAC_electricity_demand_rate | 510.81735 |
| air_humidity | 30.835875 |
| air_temperature | 23.257551 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 12.0 |
| month | 3.0 |
| outdoor_humidity | 67.0 |
| outdoor_temperature | 4.6519876 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 368028.1 |
| wind_direction | 180.0 |
| wind_speed | 6.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 19%
| action_network/ | |
| Cooling_Setpoint_RL | 0.25051737 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.470497 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.60747296 |
| air_humidity | -0.59121466 |
| air_temperature | 0.34564948 |
| clg_setpoint | -1.3761717 |
| co2_emission | 0.0 |
| day_of_month | -0.20984563 |
| diffuse_solar_radiation | -0.6755422 |
| direct_solar_radiation | -0.5007305 |
| hour | 1.0883042 |
| htg_setpoint | -1.3917912 |
| month | 1.7428424 |
| outdoor_humidity | -1.1283308 |
| outdoor_temperature | 0.42805907 |
| people_occupant | -0.45430344 |
| total_electricity_HVAC | -0.6090286 |
| wind_direction | 0.8769584 |
| wind_speed | 0.53641254 |
| observation/ | |
| HVAC_electricity_demand_rate | 409.14258 |
| air_humidity | 27.454115 |
| air_temperature | 22.813488 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 12.0 |
| month | 3.0 |
| outdoor_humidity | 39.0 |
| outdoor_temperature | 3.8734581 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 375125.78 |
| wind_direction | 290.0 |
| wind_speed | 6.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 20%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.37984508 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.488371 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6149385 |
| air_humidity | -0.8644127 |
| air_temperature | -0.1777715 |
| clg_setpoint | -0.07711794 |
| co2_emission | 0.0 |
| day_of_month | -0.09275753 |
| diffuse_solar_radiation | -0.6775213 |
| direct_solar_radiation | -0.5047984 |
| hour | 1.2319874 |
| htg_setpoint | 0.014044301 |
| month | 1.6932975 |
| outdoor_humidity | -1.6266093 |
| outdoor_temperature | 0.14560549 |
| people_occupant | -0.45725292 |
| total_electricity_HVAC | -0.61555624 |
| wind_direction | 1.1359539 |
| wind_speed | 0.508839 |
| observation/ | |
| HVAC_electricity_demand_rate | 358.15143 |
| air_humidity | 24.402388 |
| air_temperature | 21.66364 |
| clg_setpoint | 26.395634 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 17.66112 |
| month | 3.0 |
| outdoor_humidity | 27.0 |
| outdoor_temperature | 2.328129 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 332741.4 |
| wind_direction | 320.0 |
| wind_speed | 6.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 20%
| action_network/ | |
| Cooling_Setpoint_RL | -0.61494744 |
| Heating_Setpoint_RL | -0.6673732 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.549553 |
| Heating_Setpoint_RL | 13.871026 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.0105660325 |
| air_humidity | 0.8687697 |
| air_temperature | -0.41746828 |
| clg_setpoint | -0.4412902 |
| co2_emission | 0.0 |
| day_of_month | 0.02423465 |
| diffuse_solar_radiation | -0.6748783 |
| direct_solar_radiation | -0.506758 |
| hour | 1.3754205 |
| htg_setpoint | 0.73245317 |
| month | 1.6477511 |
| outdoor_humidity | 1.0507772 |
| outdoor_temperature | 0.4847213 |
| people_occupant | -0.69731075 |
| total_electricity_HVAC | -0.051741745 |
| wind_direction | -0.14334637 |
| wind_speed | 1.0919999 |
| observation/ | |
| HVAC_electricity_demand_rate | 3811.6802 |
| air_humidity | 42.94846 |
| air_temperature | 21.136408 |
| clg_setpoint | 25.50623 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 20.56075 |
| month | 3.0 |
| outdoor_humidity | 89.0 |
| outdoor_temperature | 4.150287 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3325682.0 |
| wind_direction | 180.0 |
| wind_speed | 8.2 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 20%
| action_network/ | |
| Cooling_Setpoint_RL | -0.8953025 |
| Heating_Setpoint_RL | -0.09796952 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.603354 |
| Heating_Setpoint_RL | 17.073921 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6588612 |
| air_humidity | -1.2947899 |
| air_temperature | 0.001403509 |
| clg_setpoint | -1.3698194 |
| co2_emission | 0.0 |
| day_of_month | 0.1411532 |
| diffuse_solar_radiation | -0.6768043 |
| direct_solar_radiation | -0.51065475 |
| hour | 1.5185515 |
| htg_setpoint | -0.5969088 |
| month | 1.6056927 |
| outdoor_humidity | -1.2618177 |
| outdoor_temperature | 0.99865204 |
| people_occupant | -0.69965297 |
| total_electricity_HVAC | -0.66037995 |
| wind_direction | -1.6136941 |
| wind_speed | -0.077289544 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 19.719933 |
| air_temperature | 22.077768 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 15.179815 |
| month | 3.0 |
| outdoor_humidity | 35.0 |
| outdoor_temperature | 7.1229963 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 20.0 |
| wind_speed | 5.2 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 21%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.40920848 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 19.926798 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.414799 |
| air_humidity | -1.1444868 |
| air_temperature | -1.1390359 |
| clg_setpoint | -0.7162317 |
| co2_emission | 0.0 |
| day_of_month | 0.2579219 |
| diffuse_solar_radiation | -0.67753726 |
| direct_solar_radiation | -0.50618035 |
| hour | 1.6613247 |
| htg_setpoint | 0.4510578 |
| month | 1.5666989 |
| outdoor_humidity | 1.0045623 |
| outdoor_temperature | -0.84567434 |
| people_occupant | -0.69242746 |
| total_electricity_HVAC | 0.3281904 |
| wind_direction | -1.4914075 |
| wind_speed | 1.310882 |
| observation/ | |
| HVAC_electricity_demand_rate | 6253.628 |
| air_humidity | 21.071012 |
| air_temperature | 19.542418 |
| clg_setpoint | 24.837385 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 19.42854 |
| month | 3.0 |
| outdoor_humidity | 88.0 |
| outdoor_temperature | -2.9944751 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 5351050.5 |
| wind_direction | 30.0 |
| wind_speed | 8.8 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 21%
| action_network/ | |
| Cooling_Setpoint_RL | 0.81299 |
| Heating_Setpoint_RL | -0.5768169 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.368841 |
| Heating_Setpoint_RL | 14.380405 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.52882105 |
| air_humidity | -1.2399337 |
| air_temperature | -1.127148 |
| clg_setpoint | 0.24295807 |
| co2_emission | 0.0 |
| day_of_month | 0.49440953 |
| diffuse_solar_radiation | -0.67679334 |
| direct_solar_radiation | -0.50548977 |
| hour | -1.659615 |
| htg_setpoint | -0.5763772 |
| month | 1.5304145 |
| outdoor_humidity | 1.3375555 |
| outdoor_temperature | -0.49789065 |
| people_occupant | -0.6854212 |
| total_electricity_HVAC | -0.5369265 |
| wind_direction | -1.6360182 |
| wind_speed | -0.9038656 |
| observation/ | |
| HVAC_electricity_demand_rate | 859.6246 |
| air_humidity | 19.759336 |
| air_temperature | 19.564335 |
| clg_setpoint | 27.166515 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 15.277391 |
| month | 3.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | -1.1174595 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 759412.8 |
| wind_direction | 10.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 21%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.72229415 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 21.687904 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.1648545 |
| air_humidity | 0.38382843 |
| air_temperature | -0.31837192 |
| clg_setpoint | 1.4080701 |
| co2_emission | 0.0 |
| day_of_month | 0.6108089 |
| diffuse_solar_radiation | -0.67521816 |
| direct_solar_radiation | -0.5094124 |
| hour | -1.5138941 |
| htg_setpoint | 1.1235154 |
| month | 1.4965397 |
| outdoor_humidity | 1.1554044 |
| outdoor_temperature | 0.44116524 |
| people_occupant | -0.68781745 |
| total_electricity_HVAC | 2.1913688 |
| wind_direction | -0.90562177 |
| wind_speed | 0.123059556 |
| observation/ | |
| HVAC_electricity_demand_rate | 16317.111 |
| air_humidity | 37.285038 |
| air_temperature | 21.352062 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 22.166985 |
| month | 3.0 |
| outdoor_humidity | 92.0 |
| outdoor_temperature | 3.9695003 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 15301461.0 |
| wind_direction | 90.0 |
| wind_speed | 5.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 22%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.24614552 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.240433 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5259662 |
| air_humidity | -0.089329146 |
| air_temperature | -0.62978464 |
| clg_setpoint | -0.13528697 |
| co2_emission | 0.0 |
| day_of_month | 0.7261699 |
| diffuse_solar_radiation | -0.6740957 |
| direct_solar_radiation | -0.5086721 |
| hour | -1.3685371 |
| htg_setpoint | -0.20680921 |
| month | 1.4648192 |
| outdoor_humidity | 0.16097847 |
| outdoor_temperature | -0.6268535 |
| people_occupant | -0.69015205 |
| total_electricity_HVAC | -0.5315182 |
| wind_direction | -1.6868336 |
| wind_speed | -2.1012385 |
| observation/ | |
| HVAC_electricity_demand_rate | 865.1323 |
| air_humidity | 32.19909 |
| air_temperature | 20.674551 |
| clg_setpoint | 26.251347 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 16.78106 |
| month | 3.0 |
| outdoor_humidity | 69.0 |
| outdoor_temperature | -1.7755747 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 778900.4 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 22%
| action_network/ | |
| Cooling_Setpoint_RL | 0.19718364 |
| Heating_Setpoint_RL | -0.56720704 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.290495 |
| Heating_Setpoint_RL | 14.434461 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.65953547 |
| air_humidity | 0.93606216 |
| air_temperature | -0.42671838 |
| clg_setpoint | 0.6673775 |
| co2_emission | 0.0 |
| day_of_month | 0.8400699 |
| diffuse_solar_radiation | -0.6751013 |
| direct_solar_radiation | -0.51237637 |
| hour | -1.2234674 |
| htg_setpoint | -0.26856035 |
| month | 1.4350338 |
| outdoor_humidity | 1.3581369 |
| outdoor_temperature | 0.87273395 |
| people_occupant | -0.69242746 |
| total_electricity_HVAC | -0.66099054 |
| wind_direction | 0.9065202 |
| wind_speed | -0.68838346 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 43.219296 |
| air_temperature | 21.131474 |
| clg_setpoint | 28.203373 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 16.533875 |
| month | 3.0 |
| outdoor_humidity | 97.0 |
| outdoor_temperature | 6.2987776 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 290.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 22%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.40145612 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.36681 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5162739 |
| air_humidity | -0.9958354 |
| air_temperature | -1.1113212 |
| clg_setpoint | -0.1906689 |
| co2_emission | 0.0 |
| day_of_month | 0.9520362 |
| diffuse_solar_radiation | -0.6731971 |
| direct_solar_radiation | -0.5142154 |
| hour | -1.0786196 |
| htg_setpoint | -0.7627726 |
| month | 1.4069945 |
| outdoor_humidity | -0.7448494 |
| outdoor_temperature | -0.54098874 |
| people_occupant | -0.6946459 |
| total_electricity_HVAC | -0.5253183 |
| wind_direction | 1.0748467 |
| wind_speed | 0.86178863 |
| observation/ | |
| HVAC_electricity_demand_rate | 896.1394 |
| air_humidity | 22.523949 |
| air_temperature | 19.622793 |
| clg_setpoint | 26.12018 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 14.533548 |
| month | 3.0 |
| outdoor_humidity | 48.0 |
| outdoor_temperature | -1.2319078 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 789877.06 |
| wind_direction | 310.0 |
| wind_speed | 7.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 22%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.8991369 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.567355 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.52351 |
| air_humidity | -0.6519246 |
| air_temperature | -0.9286811 |
| clg_setpoint | 0.9539189 |
| co2_emission | 0.0 |
| day_of_month | 1.0615623 |
| diffuse_solar_radiation | -0.2104632 |
| direct_solar_radiation | -0.2740024 |
| hour | -0.9339377 |
| htg_setpoint | 0.59971803 |
| month | 1.3805369 |
| outdoor_humidity | -1.0996798 |
| outdoor_temperature | -1.2558485 |
| people_occupant | -0.6968094 |
| total_electricity_HVAC | 1.6684846 |
| wind_direction | -1.7045419 |
| wind_speed | -2.058362 |
| observation/ | |
| HVAC_electricity_demand_rate | 12539.094 |
| air_humidity | 26.087608 |
| air_temperature | 20.027288 |
| clg_setpoint | 28.890676 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 33.0 |
| direct_solar_radiation | 57.5 |
| hour | 5.0 |
| htg_setpoint | 20.027287 |
| month | 3.0 |
| outdoor_humidity | 39.0 |
| outdoor_temperature | -5.051607 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 12425121.0 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 23%
| action_network/ | |
| Cooling_Setpoint_RL | -0.868552 |
| Heating_Setpoint_RL | 0.6245778 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.693638 |
| Heating_Setpoint_RL | 21.13825 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.64963543 |
| air_humidity | -1.2625737 |
| air_temperature | -0.59422714 |
| clg_setpoint | 0.4439089 |
| co2_emission | 0.0 |
| day_of_month | 1.1681266 |
| diffuse_solar_radiation | 0.51436454 |
| direct_solar_radiation | 0.78092796 |
| hour | -0.7893751 |
| htg_setpoint | -0.4884558 |
| month | 1.355518 |
| outdoor_humidity | 1.0373325 |
| outdoor_temperature | 0.13070919 |
| people_occupant | -0.6902672 |
| total_electricity_HVAC | -0.65293324 |
| wind_direction | 0.5254244 |
| wind_speed | -0.7062095 |
| observation/ | |
| HVAC_electricity_demand_rate | 120.07847 |
| air_humidity | 19.365587 |
| air_temperature | 20.754799 |
| clg_setpoint | 27.653511 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 84.5 |
| direct_solar_radiation | 311.0 |
| hour | 6.0 |
| htg_setpoint | 15.611738 |
| month | 3.0 |
| outdoor_humidity | 89.0 |
| outdoor_temperature | 2.360082 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 100097.21 |
| wind_direction | 250.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 23%
| action_network/ | |
| Cooling_Setpoint_RL | 0.13971704 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.096546 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.3536713 |
| air_humidity | -0.0121973 |
| air_temperature | -0.20478998 |
| clg_setpoint | 0.40251568 |
| co2_emission | 0.0 |
| day_of_month | 1.2712111 |
| diffuse_solar_radiation | 0.99917036 |
| direct_solar_radiation | -0.16526924 |
| hour | -0.64489365 |
| htg_setpoint | 1.4011166 |
| month | 1.3318118 |
| outdoor_humidity | 1.3329146 |
| outdoor_temperature | 1.3186435 |
| people_occupant | -0.6839059 |
| total_electricity_HVAC | 1.4447668 |
| wind_direction | -0.01320898 |
| wind_speed | 0.27302298 |
| observation/ | |
| HVAC_electricity_demand_rate | 11497.918 |
| air_humidity | 32.648342 |
| air_temperature | 21.612013 |
| clg_setpoint | 27.554943 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 119.0 |
| direct_solar_radiation | 87.0 |
| hour | 7.0 |
| htg_setpoint | 23.25 |
| month | 3.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 8.773666 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 11175725.0 |
| wind_direction | 190.0 |
| wind_speed | 6.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 23%
| action_network/ | |
| Cooling_Setpoint_RL | 0.0864124 |
| Heating_Setpoint_RL | 0.96363175 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.916641 |
| Heating_Setpoint_RL | 23.04543 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6507338 |
| air_humidity | 1.2047635 |
| air_temperature | 1.0396144 |
| clg_setpoint | -0.65560967 |
| co2_emission | 0.0 |
| day_of_month | 1.3703219 |
| diffuse_solar_radiation | 1.8072482 |
| direct_solar_radiation | 0.52781177 |
| hour | -0.5004629 |
| htg_setpoint | -0.7799534 |
| month | 1.3093073 |
| outdoor_humidity | 0.7565715 |
| outdoor_temperature | 1.0062066 |
| people_occupant | 1.6989403 |
| total_electricity_HVAC | -0.6525286 |
| wind_direction | 0.08228156 |
| wind_speed | -1.0767685 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 45.946457 |
| air_temperature | 24.367796 |
| clg_setpoint | 24.986439 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 176.5 |
| direct_solar_radiation | 253.0 |
| hour | 8.0 |
| htg_setpoint | 14.437086 |
| month | 3.0 |
| outdoor_humidity | 83.0 |
| outdoor_temperature | 7.169328 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 200.0 |
| wind_speed | 2.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 23%
| action_network/ | |
| Cooling_Setpoint_RL | -0.014168203 |
| Heating_Setpoint_RL | 0.24525915 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.577183 |
| Heating_Setpoint_RL | 19.004583 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5363834 |
| air_humidity | 1.7823423 |
| air_temperature | 0.5246703 |
| clg_setpoint | -1.3701084 |
| co2_emission | 0.0 |
| day_of_month | 1.4650067 |
| diffuse_solar_radiation | 1.2004602 |
| direct_solar_radiation | -0.52451926 |
| hour | -0.35605988 |
| htg_setpoint | -0.538858 |
| month | 1.2879064 |
| outdoor_humidity | 1.4629283 |
| outdoor_temperature | 1.7979085 |
| people_occupant | 1.6919934 |
| total_electricity_HVAC | -0.5305949 |
| wind_direction | 0.539546 |
| wind_speed | -1.0670214 |
| observation/ | |
| HVAC_electricity_demand_rate | 719.72015 |
| air_humidity | 52.331184 |
| air_temperature | 23.250446 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 135.0 |
| direct_solar_radiation | 0.0 |
| hour | 9.0 |
| htg_setpoint | 15.418094 |
| month | 3.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 11.520349 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 706868.44 |
| wind_direction | 250.0 |
| wind_speed | 2.6 |
| train/ | |
| approx_kl | 0.006897373 |
| clip_fraction | 0.059 |
| clip_range | 0.2 |
| entropy_loss | -2.8 |
| explained_variance | 0.586 |
| learning_rate | 0.0003 |
| loss | 3.78 |
| n_updates | 40 |
| policy_gradient_loss | -0.0083 |
| std | 0.986 |
| value_loss | 14.4 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 24%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.49610296 |
| air_humidity | 0.17889239 |
| air_temperature | 0.7652681 |
| clg_setpoint | -1.1431321 |
| co2_emission | 0.0 |
| day_of_month | 1.5548712 |
| diffuse_solar_radiation | 3.2073052 |
| direct_solar_radiation | 2.0877883 |
| hour | -0.21166852 |
| htg_setpoint | -1.2167891 |
| month | 1.2675217 |
| outdoor_humidity | -0.61958647 |
| outdoor_temperature | 2.1001863 |
| people_occupant | 1.685268 |
| total_electricity_HVAC | -0.4962465 |
| wind_direction | -1.4358267 |
| wind_speed | 0.66836846 |
| observation/ | |
| HVAC_electricity_demand_rate | 941.15967 |
| air_humidity | 35.192722 |
| air_temperature | 23.79808 |
| clg_setpoint | 23.798912 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 282.0 |
| direct_solar_radiation | 626.5 |
| hour | 10.0 |
| htg_setpoint | 12.672027 |
| month | 3.0 |
| outdoor_humidity | 51.0 |
| outdoor_temperature | 13.592999 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 882772.2 |
| wind_direction | 30.0 |
| wind_speed | 7.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 24%
| action_network/ | |
| Cooling_Setpoint_RL | 0.21159407 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.33913 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.62900823 |
| air_humidity | -0.067558594 |
| air_temperature | 1.6916281 |
| clg_setpoint | -0.295555 |
| co2_emission | 0.0 |
| day_of_month | 1.6395918 |
| diffuse_solar_radiation | 1.3173574 |
| direct_solar_radiation | 3.0962505 |
| hour | -0.0672793 |
| htg_setpoint | -1.3821332 |
| month | 1.2480754 |
| outdoor_humidity | 0.10756914 |
| outdoor_temperature | 1.2502915 |
| people_occupant | 1.2045414 |
| total_electricity_HVAC | -0.62178403 |
| wind_direction | -0.69758755 |
| wind_speed | 0.47410467 |
| observation/ | |
| HVAC_electricity_demand_rate | 179.70306 |
| air_humidity | 32.546234 |
| air_temperature | 25.855858 |
| clg_setpoint | 25.856369 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 146.5 |
| direct_solar_radiation | 873.5 |
| hour | 11.0 |
| htg_setpoint | 12.0 |
| month | 3.0 |
| outdoor_humidity | 68.0 |
| outdoor_temperature | 9.029074 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 213237.38 |
| wind_direction | 110.0 |
| wind_speed | 6.7 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 24%
| action_network/ | |
| Cooling_Setpoint_RL | 0.6272317 |
| Heating_Setpoint_RL | 0.51536584 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.741907 |
| Heating_Setpoint_RL | 20.523933 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6442586 |
| air_humidity | -0.3638809 |
| air_temperature | -0.2141047 |
| clg_setpoint | 0.6485655 |
| co2_emission | 0.0 |
| day_of_month | 1.7189243 |
| diffuse_solar_radiation | 3.9534612 |
| direct_solar_radiation | -0.41648272 |
| hour | 0.07711125 |
| htg_setpoint | -0.31216267 |
| month | 1.2294974 |
| outdoor_humidity | 0.18634674 |
| outdoor_temperature | 0.70243466 |
| people_occupant | -0.69443697 |
| total_electricity_HVAC | -0.6463218 |
| wind_direction | -0.5989294 |
| wind_speed | 0.09487352 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 29.376528 |
| air_temperature | 21.652164 |
| clg_setpoint | 28.149212 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 341.5 |
| direct_solar_radiation | 27.0 |
| hour | 12.0 |
| htg_setpoint | 16.333302 |
| month | 3.0 |
| outdoor_humidity | 70.0 |
| outdoor_temperature | 5.9968934 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 120.0 |
| wind_speed | 5.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 25%
| action_network/ | |
| Cooling_Setpoint_RL | -0.18112569 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.0137 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6435178 |
| air_humidity | 0.08620625 |
| air_temperature | -0.6387097 |
| clg_setpoint | 1.408339 |
| co2_emission | 0.0 |
| day_of_month | 1.7927083 |
| diffuse_solar_radiation | 1.2516956 |
| direct_solar_radiation | -0.5249985 |
| hour | 0.22150081 |
| htg_setpoint | 0.44209066 |
| month | 1.2117251 |
| outdoor_humidity | 1.4561951 |
| outdoor_temperature | 1.1726892 |
| people_occupant | -0.6884602 |
| total_electricity_HVAC | -0.6456242 |
| wind_direction | -1.5685134 |
| wind_speed | -0.3254078 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 34.147808 |
| air_temperature | 20.712507 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 144.0 |
| direct_solar_radiation | 0.0 |
| hour | 13.0 |
| htg_setpoint | 19.383244 |
| month | 3.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 8.596111 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 10.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 25%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.5136728 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 14.73559 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5140156 |
| air_humidity | 0.7440734 |
| air_temperature | 0.8748689 |
| clg_setpoint | -1.0483024 |
| co2_emission | 0.0 |
| day_of_month | -1.6467675 |
| diffuse_solar_radiation | 1.3743905 |
| direct_solar_radiation | -0.031343304 |
| hour | 0.36588165 |
| htg_setpoint | -1.3832608 |
| month | 2.3546517 |
| outdoor_humidity | 0.6754707 |
| outdoor_temperature | 0.74644697 |
| people_occupant | 1.6979535 |
| total_electricity_HVAC | -0.5167361 |
| wind_direction | -0.1236372 |
| wind_speed | -0.89729804 |
| observation/ | |
| HVAC_electricity_demand_rate | 806.5505 |
| air_humidity | 41.171734 |
| air_temperature | 24.029158 |
| clg_setpoint | 24.029802 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 153.5 |
| direct_solar_radiation | 117.5 |
| hour | 14.0 |
| htg_setpoint | 12.0 |
| month | 4.0 |
| outdoor_humidity | 82.0 |
| outdoor_temperature | 6.2916226 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 744513.5 |
| wind_direction | 170.0 |
| wind_speed | 3.1 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 25%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.537642 |
| air_humidity | -1.087826 |
| air_temperature | 0.5146866 |
| clg_setpoint | -1.3677641 |
| co2_emission | 0.0 |
| day_of_month | -1.502447 |
| diffuse_solar_radiation | 1.1789209 |
| direct_solar_radiation | 0.8267939 |
| hour | 0.51024085 |
| htg_setpoint | -1.3805103 |
| month | 2.2707925 |
| outdoor_humidity | -1.4681748 |
| outdoor_temperature | 0.99638087 |
| people_occupant | 1.6914971 |
| total_electricity_HVAC | -0.52898216 |
| wind_direction | 1.2113433 |
| wind_speed | 0.29709017 |
| observation/ | |
| HVAC_electricity_demand_rate | 662.9046 |
| air_humidity | 21.826035 |
| air_temperature | 23.251402 |
| clg_setpoint | 23.251251 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 140.0 |
| direct_solar_radiation | 323.0 |
| hour | 15.0 |
| htg_setpoint | 12.0 |
| month | 4.0 |
| outdoor_humidity | 32.0 |
| outdoor_temperature | 7.6779246 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 670766.4 |
| wind_direction | 320.0 |
| wind_speed | 6.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 25%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6381397 |
| air_humidity | -0.86964345 |
| air_temperature | 1.7843465 |
| clg_setpoint | 1.3033515 |
| co2_emission | 0.0 |
| day_of_month | -1.3655217 |
| diffuse_solar_radiation | -0.008012743 |
| direct_solar_radiation | 1.6490389 |
| hour | 0.6545608 |
| htg_setpoint | -0.76839465 |
| month | 2.1952987 |
| outdoor_humidity | -0.55851454 |
| outdoor_temperature | 0.74020606 |
| people_occupant | 1.6852328 |
| total_electricity_HVAC | -0.6403099 |
| wind_direction | 0.12865472 |
| wind_speed | 0.30009136 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 24.043089 |
| air_temperature | 26.044449 |
| clg_setpoint | 29.748192 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 51.0 |
| direct_solar_radiation | 528.0 |
| hour | 16.0 |
| htg_setpoint | 14.474399 |
| month | 4.0 |
| outdoor_humidity | 53.0 |
| outdoor_temperature | 6.3060966 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 200.0 |
| wind_speed | 6.2 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 26%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6358993 |
| air_humidity | -0.057208486 |
| air_temperature | 2.3766603 |
| clg_setpoint | 0.3527421 |
| co2_emission | 0.0 |
| day_of_month | -1.234379 |
| diffuse_solar_radiation | -0.21256845 |
| direct_solar_radiation | -0.38557842 |
| hour | 0.7988192 |
| htg_setpoint | -0.28346318 |
| month | 2.1268663 |
| outdoor_humidity | 0.087996215 |
| outdoor_temperature | 0.8567951 |
| people_occupant | 1.6791518 |
| total_electricity_HVAC | -0.6380747 |
| wind_direction | 0.035603218 |
| wind_speed | 0.49837813 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 32.590538 |
| air_temperature | 27.373611 |
| clg_setpoint | 27.43922 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 36.0 |
| direct_solar_radiation | 35.5 |
| hour | 17.0 |
| htg_setpoint | 16.4343 |
| month | 4.0 |
| outdoor_humidity | 68.0 |
| outdoor_temperature | 6.9940314 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 190.0 |
| wind_speed | 6.7 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 26%
| action_network/ | |
| Cooling_Setpoint_RL | -0.97035617 |
| Heating_Setpoint_RL | -0.9088991 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.350048 |
| Heating_Setpoint_RL | 12.512443 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6332432 |
| air_humidity | 1.3270074 |
| air_temperature | 1.2071688 |
| clg_setpoint | 1.4040339 |
| co2_emission | 0.0 |
| day_of_month | -1.1077411 |
| diffuse_solar_radiation | -0.692582 |
| direct_solar_radiation | -0.53067183 |
| hour | 0.94298947 |
| htg_setpoint | -1.0030811 |
| month | 2.0644586 |
| outdoor_humidity | 0.8656514 |
| outdoor_temperature | 1.8264631 |
| people_occupant | 0.48847035 |
| total_electricity_HVAC | -0.6354806 |
| wind_direction | 0.48524392 |
| wind_speed | -0.3164638 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 47.172234 |
| air_temperature | 24.812798 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 13.517263 |
| month | 4.0 |
| outdoor_humidity | 86.0 |
| outdoor_temperature | 12.381402 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 240.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 26%
| action_network/ | |
| Cooling_Setpoint_RL | 0.52965075 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.41257 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.63022935 |
| air_humidity | 0.86045253 |
| air_temperature | 0.29382917 |
| clg_setpoint | -0.26602975 |
| co2_emission | 0.0 |
| day_of_month | -0.9845818 |
| diffuse_solar_radiation | -0.6937673 |
| direct_solar_radiation | -0.53451717 |
| hour | 1.0870411 |
| htg_setpoint | 0.59040236 |
| month | 2.0072408 |
| outdoor_humidity | 0.6005419 |
| outdoor_temperature | 1.7674203 |
| people_occupant | -0.69242746 |
| total_electricity_HVAC | -0.6324932 |
| wind_direction | 0.028942639 |
| wind_speed | -0.8995607 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 42.477608 |
| air_temperature | 22.801344 |
| clg_setpoint | 25.936823 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 19.956486 |
| month | 4.0 |
| outdoor_humidity | 80.0 |
| outdoor_temperature | 12.355358 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 190.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 26%
| action_network/ | |
| Cooling_Setpoint_RL | -0.14543213 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.134167 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6161328 |
| air_humidity | -0.63718945 |
| air_temperature | 0.3218134 |
| clg_setpoint | -0.3913457 |
| co2_emission | 0.0 |
| day_of_month | -0.8640709 |
| diffuse_solar_radiation | -0.6957783 |
| direct_solar_radiation | -0.5375319 |
| hour | 1.2309399 |
| htg_setpoint | 0.3836946 |
| month | 1.954531 |
| outdoor_humidity | -0.52262414 |
| outdoor_temperature | 2.7532516 |
| people_occupant | -0.68692625 |
| total_electricity_HVAC | -0.6189641 |
| wind_direction | 0.75142956 |
| wind_speed | -0.30918017 |
| observation/ | |
| HVAC_electricity_demand_rate | 150.68568 |
| air_humidity | 26.748531 |
| air_temperature | 22.863987 |
| clg_setpoint | 25.63807 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 19.108627 |
| month | 4.0 |
| outdoor_humidity | 54.0 |
| outdoor_temperature | 18.683043 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 135617.11 |
| wind_direction | 270.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 27%
| action_network/ | |
| Cooling_Setpoint_RL | 0.84404933 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.473667 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6257464 |
| air_humidity | 1.8163489 |
| air_temperature | -0.0005707247 |
| clg_setpoint | 1.3989825 |
| co2_emission | 0.0 |
| day_of_month | -0.74553365 |
| diffuse_solar_radiation | -0.6950478 |
| direct_solar_radiation | -0.53989124 |
| hour | 1.374648 |
| htg_setpoint | -0.8208372 |
| month | 1.905767 |
| outdoor_humidity | 0.91347426 |
| outdoor_temperature | 1.9349079 |
| people_occupant | -0.6887976 |
| total_electricity_HVAC | -0.6283882 |
| wind_direction | 0.02039244 |
| wind_speed | -0.50089204 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 52.72675 |
| air_temperature | 22.174702 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 14.22475 |
| month | 4.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 14.413961 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 190.0 |
| wind_speed | 4.1 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 27%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.62468165 |
| air_humidity | 2.582347 |
| air_temperature | -0.12274707 |
| clg_setpoint | -0.04806024 |
| co2_emission | 0.0 |
| day_of_month | -0.62842333 |
| diffuse_solar_radiation | -0.6955095 |
| direct_solar_radiation | -0.5418456 |
| hour | 1.5181242 |
| htg_setpoint | -1.3676455 |
| month | 1.8604796 |
| outdoor_humidity | 1.0371933 |
| outdoor_temperature | 2.2018967 |
| people_occupant | -0.6906309 |
| total_electricity_HVAC | -0.6275075 |
| wind_direction | -0.071413316 |
| wind_speed | -0.4933125 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 61.322582 |
| air_temperature | 21.92201 |
| clg_setpoint | 26.47888 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 12.0 |
| month | 4.0 |
| outdoor_humidity | 90.0 |
| outdoor_temperature | 16.462786 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 180.0 |
| wind_speed | 4.1 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 28%
| action_network/ | |
| Cooling_Setpoint_RL | 0.37141097 |
| Heating_Setpoint_RL | -0.6375749 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.878511 |
| Heating_Setpoint_RL | 14.038641 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6235353 |
| air_humidity | -0.3989836 |
| air_temperature | -0.289277 |
| clg_setpoint | 1.3716732 |
| co2_emission | 0.0 |
| day_of_month | -0.51230085 |
| diffuse_solar_radiation | -0.69636977 |
| direct_solar_radiation | -0.54443693 |
| hour | 1.6613247 |
| htg_setpoint | 0.30443457 |
| month | 1.8182745 |
| outdoor_humidity | -1.0029953 |
| outdoor_temperature | 0.8378119 |
| people_occupant | -0.69242746 |
| total_electricity_HVAC | -0.62646383 |
| wind_direction | 0.93514955 |
| wind_speed | 1.7251545 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 29.61079 |
| air_temperature | 21.569344 |
| clg_setpoint | 29.93707 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 18.755625 |
| month | 4.0 |
| outdoor_humidity | 43.0 |
| outdoor_temperature | 8.37469 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 290.0 |
| wind_speed | 9.8 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 28%
| action_network/ | |
| Cooling_Setpoint_RL | 0.69496727 |
| Heating_Setpoint_RL | 0.50368035 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.970514 |
| Heating_Setpoint_RL | 20.458202 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6209064 |
| air_humidity | -1.6859767 |
| air_temperature | -0.8198003 |
| clg_setpoint | 1.3985975 |
| co2_emission | 0.0 |
| day_of_month | -0.2832876 |
| diffuse_solar_radiation | -0.6981509 |
| direct_solar_radiation | -0.5476698 |
| hour | -1.6600378 |
| htg_setpoint | -0.61345834 |
| month | 1.7788173 |
| outdoor_humidity | -1.6172616 |
| outdoor_temperature | 0.5593768 |
| people_occupant | -0.6941883 |
| total_electricity_HVAC | -0.6239894 |
| wind_direction | 1.2884551 |
| wind_speed | 1.3034801 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 15.526718 |
| air_temperature | 20.410309 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 15.036627 |
| month | 4.0 |
| outdoor_humidity | 28.0 |
| outdoor_temperature | 6.7148695 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 330.0 |
| wind_speed | 8.8 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 28%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.588392 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 20.934704 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.16873267 |
| air_humidity | -1.5624415 |
| air_temperature | -0.1698666 |
| clg_setpoint | 0.99117756 |
| co2_emission | 0.0 |
| day_of_month | -0.16769591 |
| diffuse_solar_radiation | -0.6987044 |
| direct_solar_radiation | -0.5503271 |
| hour | -1.51462 |
| htg_setpoint | 0.9574612 |
| month | 1.7418221 |
| outdoor_humidity | -0.3529468 |
| outdoor_temperature | 0.6484309 |
| people_occupant | -0.69591445 |
| total_electricity_HVAC | -0.17127687 |
| wind_direction | 0.55241543 |
| wind_speed | -1.2838471 |
| observation/ | |
| HVAC_electricity_demand_rate | 2546.7922 |
| air_humidity | 16.50859 |
| air_temperature | 21.84539 |
| clg_setpoint | 29.003164 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 21.400757 |
| month | 4.0 |
| outdoor_humidity | 57.0 |
| outdoor_temperature | 7.3311167 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2374506.5 |
| wind_direction | 250.0 |
| wind_speed | 2.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 28%
| action_network/ | |
| Cooling_Setpoint_RL | 0.8942303 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.643028 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6180717 |
| air_humidity | -0.98505527 |
| air_temperature | -0.5329976 |
| clg_setpoint | -0.0020316606 |
| co2_emission | 0.0 |
| day_of_month | -0.05227203 |
| diffuse_solar_radiation | -0.6993217 |
| direct_solar_radiation | -0.5470916 |
| hour | -1.3694715 |
| htg_setpoint | 0.01800517 |
| month | 1.7070432 |
| outdoor_humidity | 1.1765946 |
| outdoor_temperature | 0.19322304 |
| people_occupant | -0.69070345 |
| total_electricity_HVAC | -0.62118196 |
| wind_direction | -1.0039445 |
| wind_speed | 0.4977688 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 22.62754 |
| air_temperature | 21.046713 |
| clg_setpoint | 26.587473 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 17.596243 |
| month | 4.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 4.499451 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 80.0 |
| wind_speed | 6.7 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 29%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.20498234 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 18.778025 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6169335 |
| air_humidity | -0.29931659 |
| air_temperature | -0.40844816 |
| clg_setpoint | -1.3723781 |
| co2_emission | 0.0 |
| day_of_month | 0.06307508 |
| diffuse_solar_radiation | -0.69999313 |
| direct_solar_radiation | -0.5487291 |
| hour | -1.2245376 |
| htg_setpoint | -0.7192517 |
| month | 1.6742676 |
| outdoor_humidity | 1.0042276 |
| outdoor_temperature | 0.70383614 |
| people_occupant | -0.6856078 |
| total_electricity_HVAC | -0.62006414 |
| wind_direction | -0.7228384 |
| wind_speed | -1.0902525 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 30.068356 |
| air_temperature | 21.322107 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 14.621033 |
| month | 4.0 |
| outdoor_humidity | 89.0 |
| outdoor_temperature | 7.7253165 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 110.0 |
| wind_speed | 2.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 29%
| action_network/ | |
| Cooling_Setpoint_RL | -0.7610012 |
| Heating_Setpoint_RL | 0.6156127 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.056622 |
| Heating_Setpoint_RL | 21.087822 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6150319 |
| air_humidity | 2.1425912 |
| air_temperature | -0.5100841 |
| clg_setpoint | -0.4385277 |
| co2_emission | 0.0 |
| day_of_month | 0.17836788 |
| diffuse_solar_radiation | -0.70121187 |
| direct_solar_radiation | -0.5451938 |
| hour | -1.0797703 |
| htg_setpoint | 0.61778957 |
| month | 1.6433103 |
| outdoor_humidity | 1.0302262 |
| outdoor_temperature | 0.85882384 |
| people_occupant | -0.68736154 |
| total_electricity_HVAC | -0.6181186 |
| wind_direction | 0.56743336 |
| wind_speed | -0.5038278 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 57.082478 |
| air_temperature | 21.10923 |
| clg_setpoint | 25.523836 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 20.0373 |
| month | 4.0 |
| outdoor_humidity | 90.0 |
| outdoor_temperature | 8.734999 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 250.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 29%
| action_network/ | |
| Cooling_Setpoint_RL | 0.73083705 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.091576 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.07832344 |
| air_humidity | 1.6177667 |
| air_temperature | -0.62522125 |
| clg_setpoint | 1.4022707 |
| co2_emission | 0.0 |
| day_of_month | 0.29356298 |
| diffuse_solar_radiation | -0.20726395 |
| direct_solar_radiation | -0.48268017 |
| hour | -0.9351286 |
| htg_setpoint | 0.8251143 |
| month | 1.614009 |
| outdoor_humidity | 0.990323 |
| outdoor_temperature | 1.2293583 |
| people_occupant | -0.6890821 |
| total_electricity_HVAC | 0.3423494 |
| wind_direction | -1.7426208 |
| wind_speed | -2.101277 |
| observation/ | |
| HVAC_electricity_demand_rate | 3842.6826 |
| air_humidity | 51.504772 |
| air_temperature | 20.869034 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 38.5 |
| direct_solar_radiation | 16.5 |
| hour | 5.0 |
| htg_setpoint | 20.869022 |
| month | 4.0 |
| outdoor_humidity | 89.0 |
| outdoor_temperature | 11.29657 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4936487.5 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 29%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.0067286 |
| air_humidity | 1.2354679 |
| air_temperature | -0.14617133 |
| clg_setpoint | 0.58676344 |
| co2_emission | 0.0 |
| day_of_month | 0.40855384 |
| diffuse_solar_radiation | 0.14889534 |
| direct_solar_radiation | -0.5454461 |
| hour | -0.79057777 |
| htg_setpoint | 1.4102621 |
| month | 1.5862212 |
| outdoor_humidity | 0.81012195 |
| outdoor_temperature | 0.35912538 |
| people_occupant | -0.6907704 |
| total_electricity_HVAC | 2.084912 |
| wind_direction | -1.0871683 |
| wind_speed | 0.51645017 |
| observation/ | |
| HVAC_electricity_demand_rate | 14264.053 |
| air_humidity | 47.498432 |
| air_temperature | 21.91889 |
| clg_setpoint | 28.01645 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 66.5 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 23.234018 |
| month | 4.0 |
| outdoor_humidity | 85.0 |
| outdoor_temperature | 5.849352 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 13725448.0 |
| wind_direction | 70.0 |
| wind_speed | 6.7 |
| train/ | |
| approx_kl | 0.0066116964 |
| clip_fraction | 0.0656 |
| clip_range | 0.2 |
| entropy_loss | -2.81 |
| explained_variance | 0.678 |
| learning_rate | 0.0003 |
| loss | 8.18 |
| n_updates | 50 |
| policy_gradient_loss | -0.00941 |
| std | 0.983 |
| value_loss | 17 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 30%
| action_network/ | |
| Cooling_Setpoint_RL | -0.48548588 |
| Heating_Setpoint_RL | -0.5867804 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.986485 |
| Heating_Setpoint_RL | 14.32436 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.0053369 |
| air_humidity | 0.023083553 |
| air_temperature | 0.4213881 |
| clg_setpoint | 1.4006743 |
| co2_emission | 0.0 |
| day_of_month | 0.5231738 |
| diffuse_solar_radiation | 1.8627374 |
| direct_solar_radiation | 0.77580845 |
| hour | -0.64608926 |
| htg_setpoint | 1.4140658 |
| month | 1.5598209 |
| outdoor_humidity | -0.5150702 |
| outdoor_temperature | 0.47176102 |
| people_occupant | -0.69242746 |
| total_electricity_HVAC | 1.1020191 |
| wind_direction | -0.98161215 |
| wind_speed | 0.12728281 |
| observation/ | |
| HVAC_electricity_demand_rate | 8825.254 |
| air_humidity | 34.0945 |
| air_temperature | 23.159067 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 201.0 |
| direct_solar_radiation | 329.0 |
| hour | 7.0 |
| htg_setpoint | 23.25 |
| month | 4.0 |
| outdoor_humidity | 54.0 |
| outdoor_temperature | 6.5777636 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 8742404.0 |
| wind_direction | 80.0 |
| wind_speed | 5.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 30%
| action_network/ | |
| Cooling_Setpoint_RL | 0.50989765 |
| Heating_Setpoint_RL | 0.1689406 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.345905 |
| Heating_Setpoint_RL | 18.57529 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.60924506 |
| air_humidity | -0.11573622 |
| air_temperature | -0.44658062 |
| clg_setpoint | 0.04257631 |
| co2_emission | 0.0 |
| day_of_month | 0.63720006 |
| diffuse_solar_radiation | 1.6350304 |
| direct_solar_radiation | -0.54387665 |
| hour | -0.50164014 |
| htg_setpoint | -1.3665037 |
| month | 1.5346963 |
| outdoor_humidity | 0.60238224 |
| outdoor_temperature | 0.8011873 |
| people_occupant | -0.69405407 |
| total_electricity_HVAC | -0.6125426 |
| wind_direction | -0.7947369 |
| wind_speed | -0.30251908 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 32.53861 |
| air_temperature | 21.279015 |
| clg_setpoint | 26.685583 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 185.0 |
| direct_solar_radiation | 0.0 |
| hour | 8.0 |
| htg_setpoint | 12.0 |
| month | 4.0 |
| outdoor_humidity | 80.0 |
| outdoor_temperature | 8.687165 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 100.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 30%
| action_network/ | |
| Cooling_Setpoint_RL | 0.7060824 |
| Heating_Setpoint_RL | -0.43760657 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.008028 |
| Heating_Setpoint_RL | 15.163464 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.60866153 |
| air_humidity | -0.037766647 |
| air_temperature | -0.47279078 |
| clg_setpoint | 0.7646618 |
| co2_emission | 0.0 |
| day_of_month | 0.75035876 |
| diffuse_solar_radiation | 1.8281845 |
| direct_solar_radiation | -0.5405514 |
| hour | -0.35721287 |
| htg_setpoint | -1.3660142 |
| month | 1.5107481 |
| outdoor_humidity | 1.325901 |
| outdoor_temperature | 0.37427026 |
| people_occupant | -0.6892082 |
| total_electricity_HVAC | -0.6119878 |
| wind_direction | -1.428898 |
| wind_speed | 1.9330893 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 33.387596 |
| air_temperature | 21.220537 |
| clg_setpoint | 28.452284 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 201.0 |
| direct_solar_radiation | 0.0 |
| hour | 9.0 |
| htg_setpoint | 12.0 |
| month | 4.0 |
| outdoor_humidity | 97.0 |
| outdoor_temperature | 6.0313244 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 30.0 |
| wind_speed | 10.3 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 31%
| action_network/ | |
| Cooling_Setpoint_RL | -0.95338047 |
| Heating_Setpoint_RL | 0.23170303 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.407341 |
| Heating_Setpoint_RL | 18.92833 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5784974 |
| air_humidity | 0.320892 |
| air_temperature | 1.7277498 |
| clg_setpoint | -0.25505212 |
| co2_emission | 0.0 |
| day_of_month | 0.86233115 |
| diffuse_solar_radiation | 2.4008687 |
| direct_solar_radiation | -0.5372864 |
| hour | -0.2127952 |
| htg_setpoint | -0.9072473 |
| month | 1.487887 |
| outdoor_humidity | 0.6701706 |
| outdoor_temperature | 0.6338 |
| people_occupant | 1.6998632 |
| total_electricity_HVAC | -0.59428084 |
| wind_direction | 0.7796673 |
| wind_speed | 1.3374398 |
| observation/ | |
| HVAC_electricity_demand_rate | 245.46672 |
| air_humidity | 37.327103 |
| air_temperature | 25.973839 |
| clg_setpoint | 25.975208 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 247.0 |
| direct_solar_radiation | 0.0 |
| hour | 10.0 |
| htg_setpoint | 13.85217 |
| month | 4.0 |
| outdoor_humidity | 82.0 |
| outdoor_temperature | 7.667524 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 163932.72 |
| wind_direction | 270.0 |
| wind_speed | 8.8 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 31%
| action_network/ | |
| Cooling_Setpoint_RL | 0.03325683 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.737242 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.2562775 |
| air_humidity | 0.46332005 |
| air_temperature | 0.46503153 |
| clg_setpoint | -1.3704512 |
| co2_emission | 0.0 |
| day_of_month | 0.97276175 |
| diffuse_solar_radiation | 1.0126284 |
| direct_solar_radiation | 2.7928216 |
| hour | -0.068379655 |
| htg_setpoint | 1.4215952 |
| month | 1.4660333 |
| outdoor_humidity | -0.48992538 |
| outdoor_temperature | 1.887322 |
| people_occupant | 1.2184614 |
| total_electricity_HVAC | -0.23008595 |
| wind_direction | -0.056564823 |
| wind_speed | 0.31096935 |
| observation/ | |
| HVAC_electricity_demand_rate | 1965.583 |
| air_humidity | 38.898193 |
| air_temperature | 23.249548 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 137.5 |
| direct_solar_radiation | 828.0 |
| hour | 11.0 |
| htg_setpoint | 23.25 |
| month | 4.0 |
| outdoor_humidity | 55.0 |
| outdoor_temperature | 15.604204 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 1982401.6 |
| wind_direction | 180.0 |
| wind_speed | 6.2 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 31%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.49141413 |
| air_humidity | 0.87034756 |
| air_temperature | 0.4621325 |
| clg_setpoint | -1.368244 |
| co2_emission | 0.0 |
| day_of_month | 1.0812672 |
| diffuse_solar_radiation | 2.3885205 |
| direct_solar_radiation | -0.5391033 |
| hour | 0.07603645 |
| htg_setpoint | -1.3640085 |
| month | 1.4451151 |
| outdoor_humidity | 0.8453917 |
| outdoor_temperature | 1.1743444 |
| people_occupant | 0.26230597 |
| total_electricity_HVAC | -0.48724294 |
| wind_direction | -1.0778476 |
| wind_speed | -0.90794545 |
| observation/ | |
| HVAC_electricity_demand_rate | 692.5157 |
| air_humidity | 43.34776 |
| air_temperature | 23.251898 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 248.5 |
| direct_solar_radiation | 0.0 |
| hour | 12.0 |
| htg_setpoint | 12.0 |
| month | 4.0 |
| outdoor_humidity | 86.0 |
| outdoor_temperature | 11.207271 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 682516.1 |
| wind_direction | 70.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 31%
| action_network/ | |
| Cooling_Setpoint_RL | 0.027320653 |
| Heating_Setpoint_RL | 0.32168755 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.717207 |
| Heating_Setpoint_RL | 19.434492 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.016427128 |
| air_humidity | 0.583211 |
| air_temperature | 1.6847849 |
| clg_setpoint | -0.27785555 |
| co2_emission | 0.0 |
| day_of_month | 1.1874473 |
| diffuse_solar_radiation | 1.935344 |
| direct_solar_radiation | 1.6710562 |
| hour | 0.22045137 |
| htg_setpoint | -1.0822349 |
| month | 1.4250675 |
| outdoor_humidity | -1.450846 |
| outdoor_temperature | 2.9815714 |
| people_occupant | 1.2110263 |
| total_electricity_HVAC | 0.076565824 |
| wind_direction | -1.7238053 |
| wind_speed | -1.1031281 |
| observation/ | |
| HVAC_electricity_demand_rate | 3226.1165 |
| air_humidity | 40.38819 |
| air_temperature | 25.90768 |
| clg_setpoint | 25.908232 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 212.5 |
| direct_solar_radiation | 553.5 |
| hour | 13.0 |
| htg_setpoint | 13.136019 |
| month | 4.0 |
| outdoor_humidity | 33.0 |
| outdoor_temperature | 22.752947 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 3495577.5 |
| wind_direction | 0.0 |
| wind_speed | 2.6 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 32%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.87420416 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.707602 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.31444135 |
| air_humidity | 0.89778745 |
| air_temperature | 2.0096488 |
| clg_setpoint | 0.018188216 |
| co2_emission | 0.0 |
| day_of_month | 1.2908959 |
| diffuse_solar_radiation | 2.599003 |
| direct_solar_radiation | 1.226678 |
| hour | 0.36485904 |
| htg_setpoint | -0.81722176 |
| month | 1.4058317 |
| outdoor_humidity | -0.28328958 |
| outdoor_temperature | 2.2122545 |
| people_occupant | 1.681964 |
| total_electricity_HVAC | -0.2954275 |
| wind_direction | 0.041942276 |
| wind_speed | 0.5220865 |
| observation/ | |
| HVAC_electricity_demand_rate | 1626.3639 |
| air_humidity | 43.892227 |
| air_temperature | 26.62548 |
| clg_setpoint | 26.626335 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 270.0 |
| direct_solar_radiation | 442.5 |
| hour | 14.0 |
| htg_setpoint | 14.201899 |
| month | 4.0 |
| outdoor_humidity | 60.0 |
| outdoor_temperature | 18.148863 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1630686.9 |
| wind_direction | 190.0 |
| wind_speed | 6.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 32%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.60076344 |
| air_humidity | 1.0364093 |
| air_temperature | 0.56239194 |
| clg_setpoint | 1.095265 |
| co2_emission | 0.0 |
| day_of_month | 1.3912132 |
| diffuse_solar_radiation | 1.1746283 |
| direct_solar_radiation | 1.6291755 |
| hour | 0.5092494 |
| htg_setpoint | -0.54017186 |
| month | 1.3873545 |
| outdoor_humidity | 0.4965732 |
| outdoor_temperature | 1.9999695 |
| people_occupant | -0.69242746 |
| total_electricity_HVAC | -0.6043907 |
| wind_direction | 0.040376764 |
| wind_speed | 0.12973134 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 45.502953 |
| air_temperature | 23.490881 |
| clg_setpoint | 29.255545 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 155.0 |
| direct_solar_radiation | 542.5 |
| hour | 15.0 |
| htg_setpoint | 15.306635 |
| month | 4.0 |
| outdoor_humidity | 78.0 |
| outdoor_temperature | 17.011475 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 190.0 |
| wind_speed | 5.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 32%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5980675 |
| air_humidity | -0.24707223 |
| air_temperature | 0.45114446 |
| clg_setpoint | -1.3638395 |
| co2_emission | 0.0 |
| day_of_month | 1.488017 |
| diffuse_solar_radiation | 0.49716693 |
| direct_solar_radiation | -0.22682333 |
| hour | 0.6536083 |
| htg_setpoint | -1.3566368 |
| month | 1.3695871 |
| outdoor_humidity | -0.33018732 |
| outdoor_temperature | 1.3259094 |
| people_occupant | -0.687899 |
| total_electricity_HVAC | -0.6017473 |
| wind_direction | -0.6989016 |
| wind_speed | 0.7250575 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 31.59774 |
| air_temperature | 23.249979 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 99.5 |
| direct_solar_radiation | 80.5 |
| hour | 16.0 |
| htg_setpoint | 12.0 |
| month | 4.0 |
| outdoor_humidity | 59.0 |
| outdoor_temperature | 12.843531 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 110.0 |
| wind_speed | 7.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 32%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.19763774 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 16.513287 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.50364816 |
| air_humidity | 1.3073411 |
| air_temperature | 0.44929546 |
| clg_setpoint | -1.3611356 |
| co2_emission | 0.0 |
| day_of_month | 1.5809547 |
| diffuse_solar_radiation | -0.36098605 |
| direct_solar_radiation | -0.54506963 |
| hour | 0.7979181 |
| htg_setpoint | -1.2197195 |
| month | 1.3524853 |
| outdoor_humidity | 0.7163505 |
| outdoor_temperature | 1.2849318 |
| people_occupant | 1.6940491 |
| total_electricity_HVAC | -0.44693783 |
| wind_direction | -0.4137491 |
| wind_speed | -0.896985 |
| observation/ | |
| HVAC_electricity_demand_rate | 580.1505 |
| air_humidity | 48.567234 |
| air_temperature | 23.250092 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 29.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 12.548784 |
| month | 4.0 |
| outdoor_humidity | 83.0 |
| outdoor_temperature | 12.64948 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 838924.4 |
| wind_direction | 140.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 33%
| action_network/ | |
| Cooling_Setpoint_RL | -0.4628275 |
| Heating_Setpoint_RL | -0.9770364 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.062958 |
| Heating_Setpoint_RL | 12.12917 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.595192 |
| air_humidity | 1.7462662 |
| air_temperature | 0.9277116 |
| clg_setpoint | 1.403473 |
| co2_emission | 0.0 |
| day_of_month | 1.6697125 |
| diffuse_solar_radiation | -0.7132549 |
| direct_solar_radiation | -0.5425981 |
| hour | 0.94215745 |
| htg_setpoint | 0.7428592 |
| month | 1.3360087 |
| outdoor_humidity | 0.8805222 |
| outdoor_temperature | 1.663105 |
| people_occupant | 0.4998139 |
| total_electricity_HVAC | -0.5990058 |
| wind_direction | -1.1577908 |
| wind_speed | -1.2842661 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 53.645794 |
| air_temperature | 24.28683 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 20.476015 |
| month | 4.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 15.218741 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 60.0 |
| wind_speed | 2.1 |
------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 33%
| action_network/ | |
| Cooling_Setpoint_RL | 0.10907631 |
| Heating_Setpoint_RL | 0.56110525 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.993132 |
| Heating_Setpoint_RL | 20.781216 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5936951 |
| air_humidity | -0.6604664 |
| air_temperature | 0.786649 |
| clg_setpoint | 1.402514 |
| co2_emission | 0.0 |
| day_of_month | -1.6484427 |
| diffuse_solar_radiation | -0.7116959 |
| direct_solar_radiation | -0.5443199 |
| hour | 1.0863016 |
| htg_setpoint | -1.189786 |
| month | 2.176906 |
| outdoor_humidity | -0.6427256 |
| outdoor_temperature | 0.97504944 |
| people_occupant | -0.45437643 |
| total_electricity_HVAC | -0.5974938 |
| wind_direction | -0.96116227 |
| wind_speed | -1.0820432 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 27.24473 |
| air_temperature | 23.992046 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 12.670278 |
| month | 5.0 |
| outdoor_humidity | 52.0 |
| outdoor_temperature | 10.798441 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 80.0 |
| wind_speed | 2.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 33%
| action_network/ | |
| Cooling_Setpoint_RL | -0.2302505 |
| Heating_Setpoint_RL | -0.35794264 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.847904 |
| Heating_Setpoint_RL | 15.611572 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.04968866 |
| air_humidity | -0.18761072 |
| air_temperature | 0.43636918 |
| clg_setpoint | 0.52064437 |
| co2_emission | 0.0 |
| day_of_month | -1.5119331 |
| diffuse_solar_radiation | -0.71285194 |
| direct_solar_radiation | -0.5473886 |
| hour | 1.2303227 |
| htg_setpoint | 1.4315535 |
| month | 2.1249757 |
| outdoor_humidity | -0.15559237 |
| outdoor_temperature | 1.0463675 |
| people_occupant | -0.4561154 |
| total_electricity_HVAC | 0.34340212 |
| wind_direction | -1.6967009 |
| wind_speed | -0.4876189 |
| observation/ | |
| HVAC_electricity_demand_rate | 3462.2751 |
| air_humidity | 32.427486 |
| air_temperature | 23.250015 |
| clg_setpoint | 27.844063 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 23.25 |
| month | 5.0 |
| outdoor_humidity | 63.0 |
| outdoor_temperature | 11.373157 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 4702042.0 |
| wind_direction | 0.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 34%
| action_network/ | |
| Cooling_Setpoint_RL | -0.31678036 |
| Heating_Setpoint_RL | 0.026097849 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.555866 |
| Heating_Setpoint_RL | 17.771801 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.59059423 |
| air_humidity | 0.07996815 |
| air_temperature | -0.19985843 |
| clg_setpoint | 1.4028797 |
| co2_emission | 0.0 |
| day_of_month | -1.3806523 |
| diffuse_solar_radiation | -0.71464133 |
| direct_solar_radiation | -0.54449135 |
| hour | 1.37419 |
| htg_setpoint | 0.2121011 |
| month | 2.076593 |
| outdoor_humidity | -0.28629977 |
| outdoor_temperature | 1.1801684 |
| people_occupant | -0.6953231 |
| total_electricity_HVAC | -0.59455585 |
| wind_direction | -1.4914944 |
| wind_speed | 0.5296556 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 35.3913 |
| air_temperature | 21.889708 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 18.326311 |
| month | 5.0 |
| outdoor_humidity | 60.0 |
| outdoor_temperature | 12.349574 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 20.0 |
| wind_speed | 6.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 34%
| action_network/ | |
| Cooling_Setpoint_RL | 0.2571804 |
| Heating_Setpoint_RL | 0.48090598 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.492985 |
| Heating_Setpoint_RL | 20.330097 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.043235194 |
| air_humidity | 1.2970996 |
| air_temperature | -0.09602026 |
| clg_setpoint | 0.8316149 |
| co2_emission | 0.0 |
| day_of_month | -1.2535433 |
| diffuse_solar_radiation | -0.7159958 |
| direct_solar_radiation | -0.54163647 |
| hour | 1.5178695 |
| htg_setpoint | 1.1495918 |
| month | 2.031371 |
| outdoor_humidity | 0.8866465 |
| outdoor_temperature | 1.2891665 |
| people_occupant | -0.69099313 |
| total_electricity_HVAC | 0.01637902 |
| wind_direction | -1.2933815 |
| wind_speed | -1.281409 |
| observation/ | |
| HVAC_electricity_demand_rate | 3397.0132 |
| air_humidity | 48.791878 |
| air_temperature | 22.113224 |
| clg_setpoint | 28.610865 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 22.11322 |
| month | 5.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 13.1565485 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3067248.8 |
| wind_direction | 40.0 |
| wind_speed | 2.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 34%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.09426762 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.155254 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5875408 |
| air_humidity | 1.8812523 |
| air_temperature | -0.42432797 |
| clg_setpoint | 1.3994229 |
| co2_emission | 0.0 |
| day_of_month | -1.1297388 |
| diffuse_solar_radiation | -0.71614385 |
| direct_solar_radiation | -0.54101473 |
| hour | 1.6613247 |
| htg_setpoint | -1.3572758 |
| month | 1.9889807 |
| outdoor_humidity | 0.9671126 |
| outdoor_temperature | 1.3015566 |
| people_occupant | -0.6867431 |
| total_electricity_HVAC | -0.59168285 |
| wind_direction | -0.55265516 |
| wind_speed | -1.2711405 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 55.483143 |
| air_temperature | 21.414978 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 12.0 |
| month | 5.0 |
| outdoor_humidity | 89.0 |
| outdoor_temperature | 13.380048 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 120.0 |
| wind_speed | 2.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 35%
| action_network/ | |
| Cooling_Setpoint_RL | 0.43715483 |
| Heating_Setpoint_RL | -0.2812345 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.100397 |
| Heating_Setpoint_RL | 16.043056 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.586263 |
| air_humidity | 1.893773 |
| air_temperature | -0.44145685 |
| clg_setpoint | -0.36230516 |
| co2_emission | 0.0 |
| day_of_month | -0.8959002 |
| diffuse_solar_radiation | -0.7153932 |
| direct_solar_radiation | -0.53859156 |
| hour | -1.6602929 |
| htg_setpoint | -0.3911173 |
| month | 1.9491378 |
| outdoor_humidity | 1.2646264 |
| outdoor_temperature | 0.78537136 |
| people_occupant | -0.6881981 |
| total_electricity_HVAC | -0.59045064 |
| wind_direction | -0.82805 |
| wind_speed | -0.47623295 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 55.88802 |
| air_temperature | 21.387615 |
| clg_setpoint | 25.704847 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 15.898175 |
| month | 5.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 10.018565 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 90.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 35%
| action_network/ | |
| Cooling_Setpoint_RL | 0.016783386 |
| Heating_Setpoint_RL | 0.532509 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.681644 |
| Heating_Setpoint_RL | 20.620363 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5850116 |
| air_humidity | 2.6422617 |
| air_temperature | -0.48539153 |
| clg_setpoint | -0.95379627 |
| co2_emission | 0.0 |
| day_of_month | -0.7766325 |
| diffuse_solar_radiation | -0.7167918 |
| direct_solar_radiation | -0.5358416 |
| hour | -1.5150604 |
| htg_setpoint | 0.30424523 |
| month | 1.9115973 |
| outdoor_humidity | 1.4243065 |
| outdoor_temperature | 1.1537873 |
| people_occupant | -0.68963015 |
| total_electricity_HVAC | -0.5892918 |
| wind_direction | -0.635941 |
| wind_speed | -0.6752683 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 64.71654 |
| air_temperature | 21.303251 |
| clg_setpoint | 24.259544 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 18.704247 |
| month | 5.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 12.565159 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 110.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 35%
| action_network/ | |
| Cooling_Setpoint_RL | 0.00252527 |
| Heating_Setpoint_RL | 0.49102014 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.633522 |
| Heating_Setpoint_RL | 20.38699 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.9559178 |
| air_humidity | 2.0675793 |
| air_temperature | -0.2511067 |
| clg_setpoint | 0.12631343 |
| co2_emission | 0.0 |
| day_of_month | -0.65876037 |
| diffuse_solar_radiation | -0.7180368 |
| direct_solar_radiation | -0.5331804 |
| hour | -1.370042 |
| htg_setpoint | 1.3175151 |
| month | 1.8761455 |
| outdoor_humidity | 1.4071133 |
| outdoor_temperature | 1.0846701 |
| people_occupant | -0.69103974 |
| total_electricity_HVAC | 2.1254723 |
| wind_direction | 0.76264846 |
| wind_speed | -1.2639762 |
| observation/ | |
| HVAC_electricity_demand_rate | 13247.339 |
| air_humidity | 58.77093 |
| air_temperature | 21.810108 |
| clg_setpoint | 26.897247 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 22.789112 |
| month | 5.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 12.188948 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 13259848.0 |
| wind_direction | 260.0 |
| wind_speed | 2.1 |
| train/ | |
| approx_kl | 0.006808666 |
| clip_fraction | 0.0626 |
| clip_range | 0.2 |
| entropy_loss | -2.8 |
| explained_variance | 0.698 |
| learning_rate | 0.0003 |
| loss | 5.17 |
| n_updates | 60 |
| policy_gradient_loss | -0.00784 |
| std | 0.981 |
| value_loss | 10.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 35%
| action_network/ | |
| Cooling_Setpoint_RL | 0.34069654 |
| Heating_Setpoint_RL | 0.8217245 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.77485 |
| Heating_Setpoint_RL | 22.2472 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.582864 |
| air_humidity | 1.3156767 |
| air_temperature | -0.68226045 |
| clg_setpoint | -0.69141054 |
| co2_emission | 0.0 |
| day_of_month | -0.5418966 |
| diffuse_solar_radiation | -0.717886 |
| direct_solar_radiation | -0.5341204 |
| hour | -1.2251943 |
| htg_setpoint | -0.15144828 |
| month | 1.8425957 |
| outdoor_humidity | -0.15525989 |
| outdoor_temperature | 1.5438634 |
| people_occupant | -0.69242746 |
| total_electricity_HVAC | -0.58729374 |
| wind_direction | 1.3137121 |
| wind_speed | -0.27077767 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 50.416527 |
| air_temperature | 20.896954 |
| clg_setpoint | 24.900768 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 16.866886 |
| month | 5.0 |
| outdoor_humidity | 64.0 |
| outdoor_temperature | 15.516587 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 320.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 36%
| action_network/ | |
| Cooling_Setpoint_RL | -0.59335715 |
| Heating_Setpoint_RL | 0.8338209 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.62242 |
| Heating_Setpoint_RL | 22.315243 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.58274484 |
| air_humidity | 0.16050497 |
| air_temperature | -0.16263306 |
| clg_setpoint | -0.73802954 |
| co2_emission | 0.0 |
| day_of_month | -0.42572793 |
| diffuse_solar_radiation | -0.33680865 |
| direct_solar_radiation | -0.44187856 |
| hour | -1.08048 |
| htg_setpoint | -1.3598061 |
| month | 1.8107836 |
| outdoor_humidity | 0.15572722 |
| outdoor_temperature | 0.7735568 |
| people_occupant | -0.6937937 |
| total_electricity_HVAC | -0.5872518 |
| wind_direction | -1.3792893 |
| wind_speed | -0.86709756 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 37.24486 |
| air_temperature | 22.015062 |
| clg_setpoint | 24.781885 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 33.0 |
| direct_solar_radiation | 23.5 |
| hour | 4.0 |
| htg_setpoint | 12.0 |
| month | 5.0 |
| outdoor_humidity | 71.0 |
| outdoor_temperature | 10.436596 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 30.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 36%
| action_network/ | |
| Cooling_Setpoint_RL | -0.53476435 |
| Heating_Setpoint_RL | 0.116868176 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.82017 |
| Heating_Setpoint_RL | 18.282383 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.58097637 |
| air_humidity | 0.5088886 |
| air_temperature | -0.52957666 |
| clg_setpoint | -1.3666419 |
| co2_emission | 0.0 |
| day_of_month | -0.31000787 |
| diffuse_solar_radiation | 0.37996796 |
| direct_solar_radiation | 0.49231124 |
| hour | -0.9358666 |
| htg_setpoint | -0.034751017 |
| month | 1.7805643 |
| outdoor_humidity | 0.67934304 |
| outdoor_temperature | 0.8907887 |
| people_occupant | -0.6897189 |
| total_electricity_HVAC | -0.585572 |
| wind_direction | -1.473584 |
| wind_speed | -1.5039821 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 41.18823 |
| air_temperature | 21.239964 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 95.0 |
| direct_solar_radiation | 255.5 |
| hour | 5.0 |
| htg_setpoint | 17.33522 |
| month | 5.0 |
| outdoor_humidity | 83.0 |
| outdoor_temperature | 11.306851 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 20.0 |
| wind_speed | 1.5 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 36%
| action_network/ | |
| Cooling_Setpoint_RL | 0.64961183 |
| Heating_Setpoint_RL | -0.562526 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.81744 |
| Heating_Setpoint_RL | 14.460792 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.57948405 |
| air_humidity | 0.045099393 |
| air_temperature | -0.745529 |
| clg_setpoint | -0.11197559 |
| co2_emission | 0.0 |
| day_of_month | -0.19455111 |
| diffuse_solar_radiation | 1.0466629 |
| direct_solar_radiation | -0.53156286 |
| hour | -0.7913266 |
| htg_setpoint | 0.2530705 |
| month | 1.7518092 |
| outdoor_humidity | -0.7535635 |
| outdoor_temperature | 0.99461585 |
| people_occupant | -0.6857151 |
| total_electricity_HVAC | -0.5841376 |
| wind_direction | -1.2810091 |
| wind_speed | -0.4627096 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 35.915386 |
| air_temperature | 20.78772 |
| clg_setpoint | 26.313185 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 153.0 |
| direct_solar_radiation | 3.0 |
| hour | 6.0 |
| htg_setpoint | 18.484995 |
| month | 5.0 |
| outdoor_humidity | 50.0 |
| outdoor_temperature | 12.178785 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 40.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 37%
| action_network/ | |
| Cooling_Setpoint_RL | -0.7205031 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.193302 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5542032 |
| air_humidity | 0.08247567 |
| air_temperature | -0.42736423 |
| clg_setpoint | -0.1311873 |
| co2_emission | 0.0 |
| day_of_month | -0.079229824 |
| diffuse_solar_radiation | 1.324509 |
| direct_solar_radiation | 1.8201283 |
| hour | -0.6468372 |
| htg_setpoint | 0.5397011 |
| month | 1.7244037 |
| outdoor_humidity | -0.6640166 |
| outdoor_temperature | 1.2966632 |
| people_occupant | -0.68709797 |
| total_electricity_HVAC | -0.54760426 |
| wind_direction | -0.9970889 |
| wind_speed | -0.021367725 |
| observation/ | |
| HVAC_electricity_demand_rate | 211.97427 |
| air_humidity | 36.326344 |
| air_temperature | 21.468475 |
| clg_setpoint | 26.259996 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 178.0 |
| direct_solar_radiation | 588.0 |
| hour | 7.0 |
| htg_setpoint | 19.639034 |
| month | 5.0 |
| outdoor_humidity | 52.0 |
| outdoor_temperature | 14.336253 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 249918.97 |
| wind_direction | 70.0 |
| wind_speed | 5.2 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 37%
| action_network/ | |
| Cooling_Setpoint_RL | 0.16327065 |
| Heating_Setpoint_RL | 0.40798464 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.176039 |
| Heating_Setpoint_RL | 19.919914 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.20555449 |
| air_humidity | -0.09295015 |
| air_temperature | 0.4108401 |
| clg_setpoint | -1.3606349 |
| co2_emission | 0.0 |
| day_of_month | 0.03602906 |
| diffuse_solar_radiation | 1.5688212 |
| direct_solar_radiation | 2.1380048 |
| hour | -0.50237983 |
| htg_setpoint | -0.80295134 |
| month | 1.6982454 |
| outdoor_humidity | -1.3190618 |
| outdoor_temperature | 1.7595019 |
| people_occupant | 1.6944958 |
| total_electricity_HVAC | -0.18314521 |
| wind_direction | -0.9937987 |
| wind_speed | -0.25504905 |
| observation/ | |
| HVAC_electricity_demand_rate | 1984.1688 |
| air_humidity | 34.346577 |
| air_temperature | 23.249395 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 200.0 |
| direct_solar_radiation | 670.0 |
| hour | 8.0 |
| htg_setpoint | 14.229899 |
| month | 5.0 |
| outdoor_humidity | 37.0 |
| outdoor_temperature | 17.610746 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1988388.2 |
| wind_direction | 70.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 37%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.8748008 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.704246 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.57752806 |
| air_humidity | 0.07641725 |
| air_temperature | 1.6219108 |
| clg_setpoint | 0.76496476 |
| co2_emission | 0.0 |
| day_of_month | 0.1512458 |
| diffuse_solar_radiation | 3.5371997 |
| direct_solar_radiation | 0.81409127 |
| hour | -0.35794052 |
| htg_setpoint | 0.32798746 |
| month | 1.6732426 |
| outdoor_humidity | -0.83561283 |
| outdoor_temperature | 1.7329174 |
| people_occupant | 1.6901641 |
| total_electricity_HVAC | -0.5793196 |
| wind_direction | -0.5223031 |
| wind_speed | 0.18683521 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 36.259842 |
| air_temperature | 25.823322 |
| clg_setpoint | 28.442463 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 374.0 |
| direct_solar_radiation | 341.0 |
| hour | 9.0 |
| htg_setpoint | 18.780996 |
| month | 5.0 |
| outdoor_humidity | 48.0 |
| outdoor_temperature | 17.525902 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 92730.88 |
| wind_direction | 120.0 |
| wind_speed | 5.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 37%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.011865811 |
| air_humidity | 0.9842266 |
| air_temperature | 0.40234455 |
| clg_setpoint | -1.3595898 |
| co2_emission | 0.0 |
| day_of_month | 0.26638955 |
| diffuse_solar_radiation | 2.4310558 |
| direct_solar_radiation | 2.0438075 |
| hour | -0.21350923 |
| htg_setpoint | 1.437889 |
| month | 1.6493125 |
| outdoor_humidity | -0.5300966 |
| outdoor_temperature | 1.9046905 |
| people_occupant | 1.6859199 |
| total_electricity_HVAC | 0.0006501983 |
| wind_direction | -0.7012997 |
| wind_speed | -0.2514962 |
| observation/ | |
| HVAC_electricity_demand_rate | 3078.169 |
| air_humidity | 46.456333 |
| air_temperature | 23.249453 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 279.0 |
| direct_solar_radiation | 649.5 |
| hour | 10.0 |
| htg_setpoint | 23.25 |
| month | 5.0 |
| outdoor_humidity | 55.0 |
| outdoor_temperature | 18.811543 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2855648.0 |
| wind_direction | 100.0 |
| wind_speed | 4.6 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 38%
| action_network/ | |
| Cooling_Setpoint_RL | -0.68261456 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.321177 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5767204 |
| air_humidity | 1.7845049 |
| air_temperature | 0.41794875 |
| clg_setpoint | -1.2907172 |
| co2_emission | 0.0 |
| day_of_month | 0.3813799 |
| diffuse_solar_radiation | 1.9097425 |
| direct_solar_radiation | -0.5454828 |
| hour | -0.06907992 |
| htg_setpoint | 1.4373888 |
| month | 1.6263806 |
| outdoor_humidity | 1.4411288 |
| outdoor_temperature | 1.610788 |
| people_occupant | -0.69242746 |
| total_electricity_HVAC | -0.47375262 |
| wind_direction | -1.0644535 |
| wind_speed | -0.44912007 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 55.56947 |
| air_temperature | 23.287731 |
| clg_setpoint | 23.412825 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 234.0 |
| direct_solar_radiation | 3.0 |
| hour | 11.0 |
| htg_setpoint | 23.25 |
| month | 5.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 16.899643 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 591428.6 |
| wind_direction | 60.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 38%
| action_network/ | |
| Cooling_Setpoint_RL | -0.51244915 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.895485 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5702347 |
| air_humidity | 2.6646972 |
| air_temperature | 0.17059885 |
| clg_setpoint | 1.4006205 |
| co2_emission | 0.0 |
| day_of_month | 0.4960889 |
| diffuse_solar_radiation | 2.428633 |
| direct_solar_radiation | -0.5189692 |
| hour | 0.07534966 |
| htg_setpoint | -1.3555673 |
| month | 1.6043794 |
| outdoor_humidity | 0.9887636 |
| outdoor_temperature | 1.7271153 |
| people_occupant | -0.6885794 |
| total_electricity_HVAC | -0.5755236 |
| wind_direction | -0.31746948 |
| wind_speed | 0.3963911 |
| observation/ | |
| HVAC_electricity_demand_rate | 109.893906 |
| air_humidity | 66.49833 |
| air_temperature | 22.76449 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 281.0 |
| direct_solar_radiation | 9.0 |
| hour | 12.0 |
| htg_setpoint | 12.0 |
| month | 5.0 |
| outdoor_humidity | 90.0 |
| outdoor_temperature | 17.879139 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 98904.516 |
| wind_direction | 140.0 |
| wind_speed | 6.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 38%
| action_network/ | |
| Cooling_Setpoint_RL | 0.9760831 |
| Heating_Setpoint_RL | 0.11358318 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.919281 |
| Heating_Setpoint_RL | 18.263905 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.10163841 |
| air_humidity | 0.13130999 |
| air_temperature | 1.928752 |
| clg_setpoint | -0.04615037 |
| co2_emission | 0.0 |
| day_of_month | 0.6103432 |
| diffuse_solar_radiation | 1.6075859 |
| direct_solar_radiation | 2.2731552 |
| hour | 0.21977808 |
| htg_setpoint | 0.87731284 |
| month | 1.5832475 |
| outdoor_humidity | -1.4637089 |
| outdoor_temperature | 2.3076754 |
| people_occupant | 1.2211336 |
| total_electricity_HVAC | -0.060843226 |
| wind_direction | 1.4355838 |
| wind_speed | 0.99740666 |
| observation/ | |
| HVAC_electricity_demand_rate | 2462.0798 |
| air_humidity | 37.527206 |
| air_temperature | 26.462164 |
| clg_setpoint | 26.462585 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 208.5 |
| direct_solar_radiation | 706.5 |
| hour | 13.0 |
| htg_setpoint | 20.983448 |
| month | 5.0 |
| outdoor_humidity | 34.0 |
| outdoor_temperature | 22.154257 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 2526043.5 |
| wind_direction | 330.0 |
| wind_speed | 7.7 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 38%
| action_network/ | |
| Cooling_Setpoint_RL | -0.47335273 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.027435 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.19017096 |
| air_humidity | 0.26490524 |
| air_temperature | 1.6722629 |
| clg_setpoint | -0.28266954 |
| co2_emission | 0.0 |
| day_of_month | 0.7239275 |
| diffuse_solar_radiation | 1.9439738 |
| direct_solar_radiation | 1.5482961 |
| hour | 0.36420038 |
| htg_setpoint | -1.0744061 |
| month | 1.5629293 |
| outdoor_humidity | -1.0149596 |
| outdoor_temperature | 2.0346324 |
| people_occupant | 1.69406 |
| total_electricity_HVAC | 0.15313561 |
| wind_direction | 0.31822369 |
| wind_speed | 0.396593 |
| observation/ | |
| HVAC_electricity_demand_rate | 3921.5095 |
| air_humidity | 39.08613 |
| air_temperature | 25.931236 |
| clg_setpoint | 25.881092 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 239.0 |
| direct_solar_radiation | 528.5 |
| hour | 14.0 |
| htg_setpoint | 13.121768 |
| month | 5.0 |
| outdoor_humidity | 44.0 |
| outdoor_temperature | 20.4106 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 3529358.5 |
| wind_direction | 210.0 |
| wind_speed | 6.2 |
-------------------------------------------------
-------------------------------------------------*------------------------------------------------------------| 39%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.50268525 |
| air_humidity | 1.3092585 |
| air_temperature | 0.39399981 |
| clg_setpoint | -1.355172 |
| co2_emission | 0.0 |
| day_of_month | 0.8365882 |
| diffuse_solar_radiation | 2.2046897 |
| direct_solar_radiation | -0.20505136 |
| hour | 0.5086082 |
| htg_setpoint | 1.0346507 |
| month | 1.5433738 |
| outdoor_humidity | -0.7520096 |
| outdoor_temperature | 2.059353 |
| people_occupant | 1.6899242 |
| total_electricity_HVAC | 0.47832987 |
| wind_direction | -0.23000115 |
| wind_speed | -0.23939705 |
| observation/ | |
| HVAC_electricity_demand_rate | 5479.031 |
| air_humidity | 51.414433 |
| air_temperature | 23.249388 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 266.0 |
| direct_solar_radiation | 88.5 |
| hour | 15.0 |
| htg_setpoint | 21.612045 |
| month | 5.0 |
| outdoor_humidity | 50.0 |
| outdoor_temperature | 20.78468 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 5053535.5 |
| wind_direction | 150.0 |
| wind_speed | 4.6 |
-------------------------------------------------
-------------------------------------------------*------------------------------------------------------------| 39%
| action_network/ | |
| Cooling_Setpoint_RL | 0.18722796 |
| Heating_Setpoint_RL | -0.49763894 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.256895 |
| Heating_Setpoint_RL | 14.825781 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.57217467 |
| air_humidity | 1.3161716 |
| air_temperature | 2.201059 |
| clg_setpoint | 1.4018198 |
| co2_emission | 0.0 |
| day_of_month | 0.9480386 |
| diffuse_solar_radiation | 1.3395994 |
| direct_solar_radiation | -0.15237734 |
| hour | 0.65299 |
| htg_setpoint | -1.3513783 |
| month | 1.5245343 |
| outdoor_humidity | 1.1184626 |
| outdoor_temperature | 1.4483148 |
| people_occupant | 1.6858684 |
| total_electricity_HVAC | -0.5776382 |
| wind_direction | -0.5037943 |
| wind_speed | -0.6390258 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 51.71585 |
| air_temperature | 27.054613 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 188.5 |
| direct_solar_radiation | 101.0 |
| hour | 16.0 |
| htg_setpoint | 12.0 |
| month | 5.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 16.493944 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 120.0 |
| wind_speed | 3.6 |
-------------------------------------------------
-------------------------------------------------*------------------------------------------------------------| 39%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.30890182 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 19.362572 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.46481085 |
| air_humidity | 2.2883773 |
| air_temperature | 0.3877447 |
| clg_setpoint | -1.3518776 |
| co2_emission | 0.0 |
| day_of_month | 1.0579648 |
| diffuse_solar_radiation | -0.30127493 |
| direct_solar_radiation | -0.41633672 |
| hour | 0.7973309 |
| htg_setpoint | 0.15953325 |
| month | 1.5063684 |
| outdoor_humidity | 1.2798419 |
| outdoor_temperature | 1.5363683 |
| people_occupant | 1.6818901 |
| total_electricity_HVAC | -0.47497386 |
| wind_direction | 0.51910746 |
| wind_speed | -0.63265336 |
| observation/ | |
| HVAC_electricity_demand_rate | 617.18317 |
| air_humidity | 63.71456 |
| air_temperature | 23.250557 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 39.5 |
| direct_solar_radiation | 34.5 |
| hour | 17.0 |
| htg_setpoint | 18.08477 |
| month | 5.0 |
| outdoor_humidity | 97.0 |
| outdoor_temperature | 17.23739 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 555464.8 |
| wind_direction | 230.0 |
| wind_speed | 3.6 |
-------------------------------------------------
-------------------------------------------------**-----------------------------------------------------------| 40%
| action_network/ | |
| Cooling_Setpoint_RL | 0.19965944 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.298851 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.47561654 |
| air_humidity | -0.530199 |
| air_temperature | 0.28330347 |
| clg_setpoint | 1.4040657 |
| co2_emission | 0.0 |
| day_of_month | 1.1660329 |
| diffuse_solar_radiation | -0.53966886 |
| direct_solar_radiation | -0.20081972 |
| hour | 0.94161314 |
| htg_setpoint | -1.3471383 |
| month | 1.4888368 |
| outdoor_humidity | -1.4627011 |
| outdoor_temperature | 1.8209878 |
| people_occupant | -0.6911995 |
| total_electricity_HVAC | -0.48531953 |
| wind_direction | 0.98030734 |
| wind_speed | 0.60912246 |
| observation/ | |
| HVAC_electricity_demand_rate | 554.6571 |
| air_humidity | 30.116217 |
| air_temperature | 23.031965 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 18.0 |
| direct_solar_radiation | 88.5 |
| hour | 18.0 |
| htg_setpoint | 12.0 |
| month | 5.0 |
| outdoor_humidity | 34.0 |
| outdoor_temperature | 19.439596 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 499191.4 |
| wind_direction | 280.0 |
| wind_speed | 6.7 |
-------------------------------------------------
-------------------------------------------------**-----------------------------------------------------------| 40%
| action_network/ | |
| Cooling_Setpoint_RL | -0.2143209 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.901667 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.55577815 |
| air_humidity | -0.78055006 |
| air_temperature | 0.15666683 |
| clg_setpoint | -0.11005415 |
| co2_emission | 0.0 |
| day_of_month | 1.2718966 |
| diffuse_solar_radiation | -0.73695594 |
| direct_solar_radiation | -0.55737716 |
| hour | 1.085816 |
| htg_setpoint | 0.8522239 |
| month | 1.4719033 |
| outdoor_humidity | -0.84731644 |
| outdoor_temperature | 1.6812954 |
| people_occupant | -0.6875543 |
| total_electricity_HVAC | -0.5620312 |
| wind_direction | 1.3495518 |
| wind_speed | -0.24065205 |
| observation/ | |
| HVAC_electricity_demand_rate | 148.97313 |
| air_humidity | 27.113474 |
| air_temperature | 22.766968 |
| clg_setpoint | 26.29031 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 20.850264 |
| month | 5.0 |
| outdoor_humidity | 48.0 |
| outdoor_temperature | 18.589764 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 134075.81 |
| wind_direction | 320.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 40%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.45360023 |
| air_humidity | 0.7341473 |
| air_temperature | 0.3078457 |
| clg_setpoint | 1.4052734 |
| co2_emission | 0.0 |
| day_of_month | 1.3752058 |
| diffuse_solar_radiation | -0.73728 |
| direct_solar_radiation | -0.5597665 |
| hour | 1.229916 |
| htg_setpoint | -1.343799 |
| month | 1.4555348 |
| outdoor_humidity | -1.5384387 |
| outdoor_temperature | 1.8717765 |
| people_occupant | -0.45040664 |
| total_electricity_HVAC | -0.46415576 |
| wind_direction | 1.3363284 |
| wind_speed | -0.0009778679 |
| observation/ | |
| HVAC_electricity_demand_rate | 652.1918 |
| air_humidity | 45.204964 |
| air_temperature | 23.087933 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 12.0 |
| month | 5.0 |
| outdoor_humidity | 32.0 |
| outdoor_temperature | 20.134407 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 586972.6 |
| wind_direction | 320.0 |
| wind_speed | 5.2 |
---------------------------------------------------
--------------------------------------------------*-----------------------------------------------------------| 40%
| action_network/ | |
| Cooling_Setpoint_RL | -0.15733019 |
| Heating_Setpoint_RL | -0.47641647 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.094011 |
| Heating_Setpoint_RL | 14.945157 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5523805 |
| air_humidity | 1.0571896 |
| air_temperature | -0.044091057 |
| clg_setpoint | 0.49820203 |
| co2_emission | 0.0 |
| day_of_month | 1.4756148 |
| diffuse_solar_radiation | -0.7377528 |
| direct_solar_radiation | -0.56193984 |
| hour | 1.373887 |
| htg_setpoint | 0.41138488 |
| month | 1.4397006 |
| outdoor_humidity | 0.47255647 |
| outdoor_temperature | 1.6766565 |
| people_occupant | -0.69002396 |
| total_electricity_HVAC | -0.5587882 |
| wind_direction | 0.1252475 |
| wind_speed | -1.2493844 |
| observation/ | |
| HVAC_electricity_demand_rate | 165.5064 |
| air_humidity | 49.062576 |
| air_temperature | 22.360884 |
| clg_setpoint | 27.774502 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 19.060297 |
| month | 5.0 |
| outdoor_humidity | 78.0 |
| outdoor_temperature | 18.905415 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 148955.75 |
| wind_direction | 190.0 |
| wind_speed | 2.1 |
--------------------------------------------------
-------------------------------------------------***----------------------------------------------------------| 41%
| action_network/ | |
| Cooling_Setpoint_RL | 0.8942757 |
| Heating_Setpoint_RL | -0.35890743 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.64318 |
| Heating_Setpoint_RL | 15.606146 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.47808865 |
| air_humidity | 0.7336237 |
| air_temperature | -0.11320836 |
| clg_setpoint | -0.21369168 |
| co2_emission | 0.0 |
| day_of_month | 1.5727923 |
| diffuse_solar_radiation | -0.73905647 |
| direct_solar_radiation | -0.5635859 |
| hour | 1.5177002 |
| htg_setpoint | -0.17944561 |
| month | 1.4243721 |
| outdoor_humidity | -0.17867717 |
| outdoor_temperature | 1.903222 |
| people_occupant | -0.6912338 |
| total_electricity_HVAC | -0.48775002 |
| wind_direction | -1.6368203 |
| wind_speed | -2.086011 |
| observation/ | |
| HVAC_electricity_demand_rate | 533.8443 |
| air_humidity | 45.35156 |
| air_temperature | 22.223993 |
| clg_setpoint | 26.02658 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 16.675913 |
| month | 5.0 |
| outdoor_humidity | 63.0 |
| outdoor_temperature | 20.888096 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 480459.88 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
--------------------------------------------------**----------------------------------------------------------| 41%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.7603121 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 13.348245 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.2896282 |
| air_humidity | 1.0948904 |
| air_temperature | 0.04886206 |
| clg_setpoint | -0.90977216 |
| co2_emission | 0.0 |
| day_of_month | 1.6664283 |
| diffuse_solar_radiation | -0.7406937 |
| direct_solar_radiation | -0.5664072 |
| hour | 1.6613247 |
| htg_setpoint | 1.2869147 |
| month | 1.4095229 |
| outdoor_humidity | 0.479341 |
| outdoor_temperature | 1.3596944 |
| people_occupant | -0.69242746 |
| total_electricity_HVAC | 0.34292024 |
| wind_direction | -1.6348672 |
| wind_speed | -2.0769596 |
| observation/ | |
| HVAC_electricity_demand_rate | 4306.904 |
| air_humidity | 49.74782 |
| air_temperature | 22.568895 |
| clg_setpoint | 24.316101 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 22.56908 |
| month | 5.0 |
| outdoor_humidity | 78.0 |
| outdoor_temperature | 17.01135 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4320027.0 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
| train/ | |
| approx_kl | 0.0076196184 |
| clip_fraction | 0.0804 |
| clip_range | 0.2 |
| entropy_loss | -2.8 |
| explained_variance | 0.685 |
| learning_rate | 0.0003 |
| loss | 6.67 |
| n_updates | 70 |
| policy_gradient_loss | -0.0109 |
| std | 0.987 |
| value_loss | 12.3 |
--------------------------------------------------
-------------------------------------------------***----------------------------------------------------------| 41%
| action_network/ | |
| Cooling_Setpoint_RL | -0.6525929 |
| Heating_Setpoint_RL | -0.78214896 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.422499 |
| Heating_Setpoint_RL | 13.225412 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5558998 |
| air_humidity | 0.6520583 |
| air_temperature | -0.18573241 |
| clg_setpoint | -1.2352308 |
| co2_emission | 0.0 |
| day_of_month | -1.6700872 |
| diffuse_solar_radiation | -0.7422727 |
| direct_solar_radiation | -0.5691646 |
| hour | -1.6604636 |
| htg_setpoint | 0.39876908 |
| month | 2.0966344 |
| outdoor_humidity | 0.6973628 |
| outdoor_temperature | 1.5488086 |
| people_occupant | -0.69360524 |
| total_electricity_HVAC | -0.56239665 |
| wind_direction | 0.31542712 |
| wind_speed | -0.73951066 |
| observation/ | |
| HVAC_electricity_demand_rate | 157.16939 |
| air_humidity | 44.568665 |
| air_temperature | 22.085634 |
| clg_setpoint | 23.51301 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 18.987309 |
| month | 6.0 |
| outdoor_humidity | 83.0 |
| outdoor_temperature | 18.662971 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 141452.45 |
| wind_direction | 210.0 |
| wind_speed | 3.3 |
-------------------------------------------------
-------------------------------------------------****---------------------------------------------------------| 42%
| action_network/ | |
| Cooling_Setpoint_RL | 0.94702226 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.8212 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.56885815 |
| air_humidity | -0.0925696 |
| air_temperature | -0.23564008 |
| clg_setpoint | -0.6925101 |
| co2_emission | 0.0 |
| day_of_month | -1.5353398 |
| diffuse_solar_radiation | -0.7429477 |
| direct_solar_radiation | -0.5709856 |
| hour | -1.5153563 |
| htg_setpoint | -1.336826 |
| month | 2.0586793 |
| outdoor_humidity | -0.8294428 |
| outdoor_temperature | 1.2228593 |
| people_occupant | -0.69008976 |
| total_electricity_HVAC | -0.57480687 |
| wind_direction | 1.6062237 |
| wind_speed | 0.62355435 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 35.713837 |
| air_temperature | 21.98691 |
| clg_setpoint | 24.847063 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 12.0 |
| month | 6.0 |
| outdoor_humidity | 48.0 |
| outdoor_temperature | 16.35396 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 350.0 |
| wind_speed | 6.7 |
-------------------------------------------------
-------------------------------------------------****---------------------------------------------------------| 42%
| action_network/ | |
| Cooling_Setpoint_RL | 0.14333978 |
| Heating_Setpoint_RL | 0.2197445 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.108772 |
| Heating_Setpoint_RL | 18.861063 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5671322 |
| air_humidity | -0.35318378 |
| air_temperature | -0.76193166 |
| clg_setpoint | 1.2653995 |
| co2_emission | 0.0 |
| day_of_month | -1.4052126 |
| diffuse_solar_radiation | -0.7441041 |
| direct_solar_radiation | -0.5731894 |
| hour | -1.3704263 |
| htg_setpoint | -0.33472964 |
| month | 2.022714 |
| outdoor_humidity | -0.2976487 |
| outdoor_temperature | 0.80858517 |
| people_occupant | -0.6866272 |
| total_electricity_HVAC | -0.57310134 |
| wind_direction | 1.316936 |
| wind_speed | -0.22409691 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 32.54013 |
| air_temperature | 20.900377 |
| clg_setpoint | 29.650288 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 16.01801 |
| month | 6.0 |
| outdoor_humidity | 60.0 |
| outdoor_temperature | 13.211323 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 320.0 |
| wind_speed | 4.6 |
-------------------------------------------------
-------------------------------------------------****---------------------------------------------------------| 42%
| action_network/ | |
| Cooling_Setpoint_RL | -0.12863009 |
| Heating_Setpoint_RL | -0.08987818 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.190874 |
| Heating_Setpoint_RL | 17.119434 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5668687 |
| air_humidity | 0.37306657 |
| air_temperature | -0.30896834 |
| clg_setpoint | 1.0174683 |
| co2_emission | 0.0 |
| day_of_month | -1.278832 |
| diffuse_solar_radiation | -0.74535155 |
| direct_solar_radiation | -0.57573754 |
| hour | -1.2256383 |
| htg_setpoint | -1.3339162 |
| month | 1.9885697 |
| outdoor_humidity | -0.99284464 |
| outdoor_temperature | 1.2110516 |
| people_occupant | -0.68781745 |
| total_electricity_HVAC | -0.57289267 |
| wind_direction | 1.0346308 |
| wind_speed | -0.8262674 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 41.236893 |
| air_temperature | 21.845053 |
| clg_setpoint | 29.03903 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 12.0 |
| month | 6.0 |
| outdoor_humidity | 44.0 |
| outdoor_temperature | 16.459074 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 290.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------****--------------------------------------------------------| 43%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.23936182 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.27859 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.56719875 |
| air_humidity | 1.093249 |
| air_temperature | -0.53389776 |
| clg_setpoint | -1.344428 |
| co2_emission | 0.0 |
| day_of_month | -1.1554703 |
| diffuse_solar_radiation | -0.4204733 |
| direct_solar_radiation | -0.07820858 |
| hour | -1.0809613 |
| htg_setpoint | 0.6327719 |
| month | 1.9560983 |
| outdoor_humidity | 0.14934257 |
| outdoor_temperature | 1.0510249 |
| people_occupant | -0.6889923 |
| total_electricity_HVAC | -0.57328635 |
| wind_direction | -0.076697275 |
| wind_speed | -1.468069 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 49.839634 |
| air_temperature | 21.386206 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 30.5 |
| direct_solar_radiation | 127.0 |
| hour | 4.0 |
| htg_setpoint | 19.89977 |
| month | 6.0 |
| outdoor_humidity | 70.0 |
| outdoor_temperature | 15.354568 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 170.0 |
| wind_speed | 1.5 |
--------------------------------------------------
-------------------------------------------------*****--------------------------------------------------------| 43%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.559995 |
| air_humidity | 2.345823 |
| air_temperature | -0.5624542 |
| clg_setpoint | -0.56323266 |
| co2_emission | 0.0 |
| day_of_month | -1.0345174 |
| diffuse_solar_radiation | 0.6487341 |
| direct_solar_radiation | -0.10562238 |
| hour | -0.93636876 |
| htg_setpoint | 0.07753638 |
| month | 1.9251674 |
| outdoor_humidity | 0.7606854 |
| outdoor_temperature | 1.3811826 |
| people_occupant | -0.69015205 |
| total_electricity_HVAC | -0.56650984 |
| wind_direction | 0.015506014 |
| wind_speed | 0.22657938 |
| observation/ | |
| HVAC_electricity_demand_rate | 122.06719 |
| air_humidity | 64.9534 |
| air_temperature | 21.333878 |
| clg_setpoint | 25.164614 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 131.0 |
| direct_solar_radiation | 120.5 |
| hour | 5.0 |
| htg_setpoint | 17.663546 |
| month | 6.0 |
| outdoor_humidity | 84.0 |
| outdoor_temperature | 18.081339 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 109860.48 |
| wind_direction | 180.0 |
| wind_speed | 5.7 |
-------------------------------------------------
-------------------------------------------------*****--------------------------------------------------------| 43%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5669913 |
| air_humidity | 2.996398 |
| air_temperature | -0.30280823 |
| clg_setpoint | 1.4066622 |
| co2_emission | 0.0 |
| day_of_month | -0.9154602 |
| diffuse_solar_radiation | 0.87799656 |
| direct_solar_radiation | -0.5303379 |
| hour | -0.7918377 |
| htg_setpoint | 0.017212946 |
| month | 1.8956589 |
| outdoor_humidity | 1.4503549 |
| outdoor_temperature | 1.2111316 |
| people_occupant | -0.691297 |
| total_electricity_HVAC | -0.5733001 |
| wind_direction | 0.293696 |
| wind_speed | -0.42419684 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 73.3627 |
| air_temperature | 21.87802 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 153.0 |
| direct_solar_radiation | 12.0 |
| hour | 6.0 |
| htg_setpoint | 17.421503 |
| month | 6.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 16.839458 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 210.0 |
| wind_speed | 4.1 |
-------------------------------------------------
-------------------------------------------------*****--------------------------------------------------------| 43%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.34420726 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 15.688834 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.3498866 |
| air_humidity | -0.5107948 |
| air_temperature | 0.35706148 |
| clg_setpoint | 1.4065146 |
| co2_emission | 0.0 |
| day_of_month | -0.79786724 |
| diffuse_solar_radiation | 1.2148433 |
| direct_solar_radiation | -0.57848364 |
| hour | -0.6473491 |
| htg_setpoint | 1.4705904 |
| month | 1.8674668 |
| outdoor_humidity | -0.34037054 |
| outdoor_temperature | 1.9941204 |
| people_occupant | -0.69242746 |
| total_electricity_HVAC | -0.14091983 |
| wind_direction | 1.5950947 |
| wind_speed | -0.62250215 |
| observation/ | |
| HVAC_electricity_demand_rate | 1137.1229 |
| air_humidity | 30.98249 |
| air_temperature | 23.249874 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 185.5 |
| direct_solar_radiation | 0.0 |
| hour | 7.0 |
| htg_setpoint | 23.25 |
| month | 6.0 |
| outdoor_humidity | 59.0 |
| outdoor_temperature | 23.356985 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2044803.5 |
| wind_direction | 350.0 |
| wind_speed | 3.6 |
-------------------------------------------------
-------------------------------------------------******-------------------------------------------------------| 44%
| action_network/ | |
| Cooling_Setpoint_RL | 0.4135037 |
| Heating_Setpoint_RL | -0.5172407 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.020575 |
| Heating_Setpoint_RL | 14.715521 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4470035 |
| air_humidity | -0.38808787 |
| air_temperature | 0.24940614 |
| clg_setpoint | 0.15868135 |
| co2_emission | 0.0 |
| day_of_month | -0.6813767 |
| diffuse_solar_radiation | 1.5081784 |
| direct_solar_radiation | 1.9203779 |
| hour | -0.50288767 |
| htg_setpoint | 0.3166407 |
| month | 1.8404963 |
| outdoor_humidity | -1.0817447 |
| outdoor_temperature | 1.3895333 |
| people_occupant | -0.6890821 |
| total_electricity_HVAC | -0.4541134 |
| wind_direction | 1.5025384 |
| wind_speed | -1.0268301 |
| observation/ | |
| HVAC_electricity_demand_rate | 662.11536 |
| air_humidity | 32.42965 |
| air_temperature | 23.029587 |
| clg_setpoint | 26.9385 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 215.0 |
| direct_solar_radiation | 632.5 |
| hour | 8.0 |
| htg_setpoint | 18.613794 |
| month | 6.0 |
| outdoor_humidity | 42.0 |
| outdoor_temperature | 18.618467 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 616651.0 |
| wind_direction | 340.0 |
| wind_speed | 2.6 |
-------------------------------------------------
-------------------------------------------------******-------------------------------------------------------| 44%
| action_network/ | |
| Cooling_Setpoint_RL | 0.41274 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.017998 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.4494823 |
| air_humidity | 0.9210082 |
| air_temperature | 0.70943314 |
| clg_setpoint | -1.0490752 |
| co2_emission | 0.0 |
| day_of_month | -0.56568825 |
| diffuse_solar_radiation | 3.1021478 |
| direct_solar_radiation | 1.2730448 |
| hour | -0.35844153 |
| htg_setpoint | -0.10853039 |
| month | 1.8146616 |
| outdoor_humidity | -1.3009384 |
| outdoor_temperature | 1.8807993 |
| people_occupant | 1.6995627 |
| total_electricity_HVAC | 0.5594797 |
| wind_direction | -0.99811625 |
| wind_speed | -0.6203414 |
| observation/ | |
| HVAC_electricity_demand_rate | 4959.0176 |
| air_humidity | 48.270294 |
| air_temperature | 23.975906 |
| clg_setpoint | 23.976463 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 368.0 |
| direct_solar_radiation | 470.0 |
| hour | 9.0 |
| htg_setpoint | 16.902836 |
| month | 6.0 |
| outdoor_humidity | 37.0 |
| outdoor_temperature | 22.710575 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 5191780.5 |
| wind_direction | 70.0 |
| wind_speed | 3.6 |
-------------------------------------------------
-------------------------------------------------******-------------------------------------------------------| 44%
| action_network/ | |
| Cooling_Setpoint_RL | -0.39162448 |
| Heating_Setpoint_RL | -0.11445746 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.303268 |
| Heating_Setpoint_RL | 16.981176 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.27419984 |
| air_humidity | 0.9110529 |
| air_temperature | 1.9792758 |
| clg_setpoint | 0.019770961 |
| co2_emission | 0.0 |
| day_of_month | -0.45055667 |
| diffuse_solar_radiation | 2.6175256 |
| direct_solar_radiation | 0.011409366 |
| hour | -0.21400224 |
| htg_setpoint | 0.44129512 |
| month | 1.7898852 |
| outdoor_humidity | -0.16008165 |
| outdoor_temperature | 1.618856 |
| people_occupant | 1.6958737 |
| total_electricity_HVAC | -0.29733247 |
| wind_direction | -0.3481949 |
| wind_speed | 0.23433667 |
| observation/ | |
| HVAC_electricity_demand_rate | 1482.9774 |
| air_humidity | 48.319675 |
| air_temperature | 26.596292 |
| clg_setpoint | 26.596888 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 324.0 |
| direct_solar_radiation | 150.5 |
| hour | 10.0 |
| htg_setpoint | 19.106976 |
| month | 6.0 |
| outdoor_humidity | 63.0 |
| outdoor_temperature | 20.71479 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1317701.6 |
| wind_direction | 140.0 |
| wind_speed | 5.7 |
-------------------------------------------------
--------------------------------------------------*****-------------------------------------------------------| 44%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.5816995 |
| air_humidity | 1.5560292 |
| air_temperature | 0.34903908 |
| clg_setpoint | -1.3456076 |
| co2_emission | 0.0 |
| day_of_month | -0.3357872 |
| diffuse_solar_radiation | 2.210288 |
| direct_solar_radiation | -0.036677193 |
| hour | -0.06956474 |
| htg_setpoint | 0.58894247 |
| month | 1.7660966 |
| outdoor_humidity | 0.5373765 |
| outdoor_temperature | 1.9025227 |
| people_occupant | 1.2162061 |
| total_electricity_HVAC | 1.648904 |
| wind_direction | 0.023840118 |
| wind_speed | 1.250705 |
| observation/ | |
| HVAC_electricity_demand_rate | 10347.65 |
| air_humidity | 56.39216 |
| air_temperature | 23.248814 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 285.5 |
| direct_solar_radiation | 137.5 |
| hour | 11.0 |
| htg_setpoint | 19.700043 |
| month | 6.0 |
| outdoor_humidity | 79.0 |
| outdoor_temperature | 23.157497 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 10074424.0 |
| wind_direction | 180.0 |
| wind_speed | 8.2 |
--------------------------------------------------
-------------------------------------------------*******------------------------------------------------------| 45%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.27359468 |
| air_humidity | 0.84662807 |
| air_temperature | 1.7872564 |
| clg_setpoint | -0.13669795 |
| co2_emission | 0.0 |
| day_of_month | -0.22123216 |
| diffuse_solar_radiation | 1.9169965 |
| direct_solar_radiation | 2.1500673 |
| hour | 0.07487289 |
| htg_setpoint | 0.8973859 |
| month | 1.7432319 |
| outdoor_humidity | 0.53103465 |
| outdoor_temperature | 1.9581385 |
| people_occupant | 0.26140532 |
| total_electricity_HVAC | -0.36580074 |
| wind_direction | 0.023119664 |
| wind_speed | -0.21664365 |
| observation/ | |
| HVAC_electricity_demand_rate | 1481.2688 |
| air_humidity | 47.837944 |
| air_temperature | 26.210247 |
| clg_setpoint | 26.21038 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 258.0 |
| direct_solar_radiation | 688.0 |
| hour | 12.0 |
| htg_setpoint | 20.93869 |
| month | 6.0 |
| outdoor_humidity | 79.0 |
| outdoor_temperature | 23.777603 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 1007459.94 |
| wind_direction | 180.0 |
| wind_speed | 4.6 |
-------------------------------------------------
-------------------------------------------------*******------------------------------------------------------| 45%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4329128 |
| air_humidity | 0.6675535 |
| air_temperature | 1.6668652 |
| clg_setpoint | 0.18940479 |
| co2_emission | 0.0 |
| day_of_month | -0.10678853 |
| diffuse_solar_radiation | 1.8067867 |
| direct_solar_radiation | 1.9253081 |
| hour | 0.21930945 |
| htg_setpoint | 0.19247112 |
| month | 1.721233 |
| outdoor_humidity | 0.52469105 |
| outdoor_temperature | 1.6980484 |
| people_occupant | 1.2110648 |
| total_electricity_HVAC | -0.4624323 |
| wind_direction | 0.11583278 |
| wind_speed | 0.6389644 |
| observation/ | |
| HVAC_electricity_demand_rate | 723.8177 |
| air_humidity | 45.695843 |
| air_temperature | 25.967218 |
| clg_setpoint | 27.011312 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 248.0 |
| direct_solar_radiation | 632.5 |
| hour | 13.0 |
| htg_setpoint | 18.105993 |
| month | 6.0 |
| outdoor_humidity | 79.0 |
| outdoor_temperature | 21.831045 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 575763.1 |
| wind_direction | 190.0 |
| wind_speed | 6.7 |
-------------------------------------------------
-------------------------------------------------*******------------------------------------------------------| 45%
| action_network/ | |
| Cooling_Setpoint_RL | 0.1273218 |
| Heating_Setpoint_RL | -0.67317605 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.05471 |
| Heating_Setpoint_RL | 13.838385 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4288387 |
| air_humidity | -0.9810856 |
| air_temperature | 0.9910889 |
| clg_setpoint | 1.4085578 |
| co2_emission | 0.0 |
| day_of_month | 0.007603629 |
| diffuse_solar_radiation | 2.294578 |
| direct_solar_radiation | 0.6577561 |
| hour | 0.36374074 |
| htg_setpoint | -1.3270078 |
| month | 1.7000464 |
| outdoor_humidity | 0.08161801 |
| outdoor_temperature | 2.1402419 |
| people_occupant | -0.69135386 |
| total_electricity_HVAC | -0.44275454 |
| wind_direction | 0.022103485 |
| wind_speed | 0.43827003 |
| observation/ | |
| HVAC_electricity_demand_rate | 741.6443 |
| air_humidity | 25.570852 |
| air_temperature | 24.579062 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 297.0 |
| direct_solar_radiation | 313.0 |
| hour | 14.0 |
| htg_setpoint | 12.0 |
| month | 6.0 |
| outdoor_humidity | 69.0 |
| outdoor_temperature | 25.716595 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 663138.2 |
| wind_direction | 180.0 |
| wind_speed | 6.2 |
-------------------------------------------------
-------------------------------------------------********-----------------------------------------------------| 46%
| action_network/ | |
| Cooling_Setpoint_RL | 0.85081804 |
| Heating_Setpoint_RL | -0.55705786 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.496511 |
| Heating_Setpoint_RL | 14.4915495 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.42597973 |
| air_humidity | -1.8246801 |
| air_temperature | 0.48912194 |
| clg_setpoint | 1.4081956 |
| co2_emission | 0.0 |
| day_of_month | 0.12196255 |
| diffuse_solar_radiation | 0.5784179 |
| direct_solar_radiation | 1.912728 |
| hour | 0.50815964 |
| htg_setpoint | 1.2325141 |
| month | 1.6796234 |
| outdoor_humidity | 0.07650381 |
| outdoor_temperature | 2.093347 |
| people_occupant | -0.6881629 |
| total_electricity_HVAC | -0.44793302 |
| wind_direction | -0.16136783 |
| wind_speed | 0.032832418 |
| observation/ | |
| HVAC_electricity_demand_rate | 749.5627 |
| air_humidity | 15.082297 |
| air_temperature | 23.550037 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 130.0 |
| direct_solar_radiation | 629.5 |
| hour | 15.0 |
| htg_setpoint | 22.27737 |
| month | 6.0 |
| outdoor_humidity | 69.0 |
| outdoor_temperature | 25.534206 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 635429.3 |
| wind_direction | 160.0 |
| wind_speed | 5.2 |
-------------------------------------------------
-------------------------------------------------********-----------------------------------------------------| 46%
| action_network/ | |
| Cooling_Setpoint_RL | 0.17501146 |
| Heating_Setpoint_RL | -0.44041926 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.215664 |
| Heating_Setpoint_RL | 15.147642 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.9691586 |
| air_humidity | 1.2939007 |
| air_temperature | 0.34046426 |
| clg_setpoint | -1.3413126 |
| co2_emission | 0.0 |
| day_of_month | 0.23626578 |
| diffuse_solar_radiation | 0.6529056 |
| direct_solar_radiation | 1.0446513 |
| hour | 0.65255624 |
| htg_setpoint | -1.3280133 |
| month | 1.6599191 |
| outdoor_humidity | 0.5995559 |
| outdoor_temperature | 1.8586065 |
| people_occupant | 1.6954563 |
| total_electricity_HVAC | 1.24318 |
| wind_direction | 0.12263228 |
| wind_speed | -0.2073021 |
| observation/ | |
| HVAC_electricity_demand_rate | 7346.5337 |
| air_humidity | 53.30765 |
| air_temperature | 23.251568 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 137.5 |
| direct_solar_radiation | 411.0 |
| hour | 16.0 |
| htg_setpoint | 12.0 |
| month | 6.0 |
| outdoor_humidity | 81.0 |
| outdoor_temperature | 23.759819 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 8170947.5 |
| wind_direction | 190.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------*******-----------------------------------------------------| 46%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.29297674 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.977006 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.8893568 |
| air_humidity | 1.247304 |
| air_temperature | 0.3366492 |
| clg_setpoint | -1.340383 |
| co2_emission | 0.0 |
| day_of_month | 0.35045126 |
| diffuse_solar_radiation | 0.037402187 |
| direct_solar_radiation | 0.33227608 |
| hour | 0.7969179 |
| htg_setpoint | -0.035627164 |
| month | 1.6408925 |
| outdoor_humidity | 0.7702151 |
| outdoor_temperature | 1.7027488 |
| people_occupant | 1.6919687 |
| total_electricity_HVAC | 0.8838067 |
| wind_direction | 0.30956873 |
| wind_speed | 0.45010093 |
| observation/ | |
| HVAC_electricity_demand_rate | 6961.8804 |
| air_humidity | 52.760258 |
| air_temperature | 23.249409 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 77.5 |
| direct_solar_radiation | 232.0 |
| hour | 17.0 |
| htg_setpoint | 17.182163 |
| month | 6.0 |
| outdoor_humidity | 85.0 |
| outdoor_temperature | 22.623507 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 6564100.0 |
| wind_direction | 210.0 |
| wind_speed | 6.2 |
--------------------------------------------------
-------------------------------------------------********-----------------------------------------------------| 46%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.7681658 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 13.304068 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.24017821 |
| air_humidity | 0.83260316 |
| air_temperature | 1.4580429 |
| clg_setpoint | -0.24212237 |
| co2_emission | 0.0 |
| day_of_month | 0.46441853 |
| diffuse_solar_radiation | -0.49793455 |
| direct_solar_radiation | -0.3937301 |
| hour | 0.94122934 |
| htg_setpoint | 1.4763825 |
| month | 1.6225055 |
| outdoor_humidity | -0.99105865 |
| outdoor_temperature | 2.7586255 |
| people_occupant | 0.4990761 |
| total_electricity_HVAC | -0.25475833 |
| wind_direction | -1.203282 |
| wind_speed | 0.24782735 |
| observation/ | |
| HVAC_electricity_demand_rate | 1636.7576 |
| air_humidity | 47.696224 |
| air_temperature | 25.550823 |
| clg_setpoint | 25.942188 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 25.5 |
| direct_solar_radiation | 49.0 |
| hour | 18.0 |
| htg_setpoint | 23.25 |
| month | 6.0 |
| outdoor_humidity | 45.0 |
| outdoor_temperature | 32.05435 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 1504666.4 |
| wind_direction | 50.0 |
| wind_speed | 5.7 |
-------------------------------------------------
-------------------------------------------------*********----------------------------------------------------| 47%
| action_network/ | |
| Cooling_Setpoint_RL | -0.6335784 |
| Heating_Setpoint_RL | 0.31792626 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.486673 |
| Heating_Setpoint_RL | 19.413336 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4401297 |
| air_humidity | 0.83916813 |
| air_temperature | 0.5684464 |
| clg_setpoint | -0.571745 |
| co2_emission | 0.0 |
| day_of_month | 0.5780302 |
| diffuse_solar_radiation | -0.76073146 |
| direct_solar_radiation | -0.5894232 |
| hour | 1.0854727 |
| htg_setpoint | -1.3224583 |
| month | 1.6047231 |
| outdoor_humidity | -0.063719 |
| outdoor_temperature | 1.5654557 |
| people_occupant | -0.4544067 |
| total_electricity_HVAC | -0.4538121 |
| wind_direction | -0.25427642 |
| wind_speed | -0.40981337 |
| observation/ | |
| HVAC_electricity_demand_rate | 696.6515 |
| air_humidity | 47.797714 |
| air_temperature | 23.737558 |
| clg_setpoint | 25.12968 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 12.0 |
| month | 6.0 |
| outdoor_humidity | 66.0 |
| outdoor_temperature | 22.012217 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 623053.9 |
| wind_direction | 150.0 |
| wind_speed | 4.1 |
| train/ | |
| approx_kl | 0.006819347 |
| clip_fraction | 0.0614 |
| clip_range | 0.2 |
| entropy_loss | -2.81 |
| explained_variance | 0.404 |
| learning_rate | 0.0003 |
| loss | 3.59 |
| n_updates | 80 |
| policy_gradient_loss | -0.00929 |
| std | 0.986 |
| value_loss | 17 |
-------------------------------------------------
-------------------------------------------------*********----------------------------------------------------| 47%
| action_network/ | |
| Cooling_Setpoint_RL | -0.6120585 |
| Heating_Setpoint_RL | -0.77630675 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.559303 |
| Heating_Setpoint_RL | 13.258274 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.45376143 |
| air_humidity | 1.0340593 |
| air_temperature | 0.18465933 |
| clg_setpoint | -0.6412446 |
| co2_emission | 0.0 |
| day_of_month | 0.69111407 |
| diffuse_solar_radiation | -0.76155764 |
| direct_solar_radiation | -0.58769107 |
| hour | 1.2296276 |
| htg_setpoint | -0.22312622 |
| month | 1.5875129 |
| outdoor_humidity | 1.1209469 |
| outdoor_temperature | 1.3654354 |
| people_occupant | -0.45563966 |
| total_electricity_HVAC | -0.46604437 |
| wind_direction | 0.3127483 |
| wind_speed | 0.045091238 |
| observation/ | |
| HVAC_electricity_demand_rate | 632.34546 |
| air_humidity | 50.231903 |
| air_temperature | 22.959232 |
| clg_setpoint | 24.955679 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 16.417381 |
| month | 6.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 20.385098 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 569110.94 |
| wind_direction | 210.0 |
| wind_speed | 5.2 |
-------------------------------------------------
--------------------------------------------------********----------------------------------------------------| 47%
| action_network/ | |
| Cooling_Setpoint_RL | -0.004000649 |
| Heating_Setpoint_RL | 0.03574282 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.611498 |
| Heating_Setpoint_RL | 17.826054 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.46692535 |
| air_humidity | -1.1893771 |
| air_temperature | 0.21060994 |
| clg_setpoint | 0.098722056 |
| co2_emission | 0.0 |
| day_of_month | 0.8034657 |
| diffuse_solar_radiation | -0.7625557 |
| direct_solar_radiation | -0.58999133 |
| hour | 1.3736717 |
| htg_setpoint | -0.7290853 |
| month | 1.5708447 |
| outdoor_humidity | -1.2524006 |
| outdoor_temperature | 1.9212599 |
| people_occupant | -0.6903713 |
| total_electricity_HVAC | -0.47865507 |
| wind_direction | 1.3459721 |
| wind_speed | -0.2039785 |
| observation/ | |
| HVAC_electricity_demand_rate | 566.5462 |
| air_humidity | 22.9631 |
| air_temperature | 23.01328 |
| clg_setpoint | 26.771935 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 14.375586 |
| month | 6.0 |
| outdoor_humidity | 39.0 |
| outdoor_temperature | 25.473087 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 509891.56 |
| wind_direction | 320.0 |
| wind_speed | 4.6 |
--------------------------------------------------
--------------------------------------------------********----------------------------------------------------| 47%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.6545483 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.943166 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.48838943 |
| air_humidity | -1.942977 |
| air_temperature | 0.013104377 |
| clg_setpoint | 1.075976 |
| co2_emission | 0.0 |
| day_of_month | 0.9148518 |
| diffuse_solar_radiation | -0.7622278 |
| direct_solar_radiation | -0.59121025 |
| hour | 1.5175797 |
| htg_setpoint | -0.076692745 |
| month | 1.5546907 |
| outdoor_humidity | 1.1267397 |
| outdoor_temperature | 1.443291 |
| people_occupant | -0.6873211 |
| total_electricity_HVAC | -0.4991264 |
| wind_direction | 0.30205515 |
| wind_speed | -0.41110817 |
| observation/ | |
| HVAC_electricity_demand_rate | 461.8217 |
| air_humidity | 13.471314 |
| air_temperature | 22.614265 |
| clg_setpoint | 29.17144 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 16.988697 |
| month | 6.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 21.458597 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 415639.5 |
| wind_direction | 210.0 |
| wind_speed | 4.1 |
--------------------------------------------------
-------------------------------------------------**********---------------------------------------------------| 48%
| action_network/ | |
| Cooling_Setpoint_RL | 0.39241275 |
| Heating_Setpoint_RL | -0.44564876 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.949394 |
| Heating_Setpoint_RL | 15.118225 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.48685977 |
| air_humidity | 0.76028013 |
| air_temperature | -0.48033836 |
| clg_setpoint | -0.9957995 |
| co2_emission | 0.0 |
| day_of_month | 1.0250139 |
| diffuse_solar_radiation | -0.7610282 |
| direct_solar_radiation | -0.59016514 |
| hour | 1.6613247 |
| htg_setpoint | -1.3183608 |
| month | 1.5390251 |
| outdoor_humidity | 1.429122 |
| outdoor_temperature | 1.3811544 |
| people_occupant | -0.6883658 |
| total_electricity_HVAC | -0.49772418 |
| wind_direction | -0.92812544 |
| wind_speed | -0.20284332 |
| observation/ | |
| HVAC_electricity_demand_rate | 472.21814 |
| air_humidity | 46.797718 |
| air_temperature | 21.618776 |
| clg_setpoint | 24.082521 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 12.0 |
| month | 6.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 21.074062 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 424996.34 |
| wind_direction | 80.0 |
| wind_speed | 4.6 |
-------------------------------------------------
-------------------------------------------------**********---------------------------------------------------| 48%
| action_network/ | |
| Cooling_Setpoint_RL | -0.21944512 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.884373 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.47866523 |
| air_humidity | 0.21247664 |
| air_temperature | -0.31200626 |
| clg_setpoint | -0.1886363 |
| co2_emission | 0.0 |
| day_of_month | 1.2499071 |
| diffuse_solar_radiation | -0.7616272 |
| direct_solar_radiation | -0.59146935 |
| hour | -1.6605859 |
| htg_setpoint | 0.14209408 |
| month | 1.5238236 |
| outdoor_humidity | -0.37830612 |
| outdoor_temperature | 1.4638435 |
| people_occupant | -0.6893986 |
| total_electricity_HVAC | -0.48988184 |
| wind_direction | 0.9706739 |
| wind_speed | 1.0857912 |
| observation/ | |
| HVAC_electricity_demand_rate | 515.37775 |
| air_humidity | 40.078976 |
| air_temperature | 21.964582 |
| clg_setpoint | 26.05946 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 17.856035 |
| month | 6.0 |
| outdoor_humidity | 59.0 |
| outdoor_temperature | 21.996655 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 463839.94 |
| wind_direction | 280.0 |
| wind_speed | 7.7 |
-------------------------------------------------
-------------------------------------------------***********--------------------------------------------------| 49%
| action_network/ | |
| Cooling_Setpoint_RL | -0.72211313 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.187868 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4903376 |
| air_humidity | 0.095428675 |
| air_temperature | 0.0329236 |
| clg_setpoint | 1.4169098 |
| co2_emission | 0.0 |
| day_of_month | 1.3564967 |
| diffuse_solar_radiation | -0.7622741 |
| direct_solar_radiation | -0.59374976 |
| hour | -1.5155687 |
| htg_setpoint | -1.0056901 |
| month | 1.509064 |
| outdoor_humidity | 1.4302092 |
| outdoor_temperature | 1.4757379 |
| people_occupant | -0.6904197 |
| total_electricity_HVAC | -0.5012 |
| wind_direction | 0.20878336 |
| wind_speed | -0.20820391 |
| observation/ | |
| HVAC_electricity_demand_rate | 464.91068 |
| air_humidity | 38.666653 |
| air_temperature | 22.669868 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 13.249104 |
| month | 6.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 22.262981 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 418006.47 |
| wind_direction | 200.0 |
| wind_speed | 4.6 |
-------------------------------------------------
-------------------------------------------------***********--------------------------------------------------| 49%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.670986 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.850704 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5584724 |
| air_humidity | 1.6627121 |
| air_temperature | -0.16393566 |
| clg_setpoint | 0.65013206 |
| co2_emission | 0.0 |
| day_of_month | 1.4608783 |
| diffuse_solar_radiation | -0.7628729 |
| direct_solar_radiation | -0.5941858 |
| hour | -1.3707029 |
| htg_setpoint | -1.315858 |
| month | 1.494725 |
| outdoor_humidity | 1.1180077 |
| outdoor_temperature | 1.0507332 |
| people_occupant | -0.6914292 |
| total_electricity_HVAC | -0.56619 |
| wind_direction | 0.11284834 |
| wind_speed | 0.035838824 |
| observation/ | |
| HVAC_electricity_demand_rate | 151.59274 |
| air_humidity | 58.05159 |
| air_temperature | 22.275875 |
| clg_setpoint | 28.112732 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 12.0 |
| month | 6.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 18.55308 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 136433.47 |
| wind_direction | 190.0 |
| wind_speed | 5.2 |
-------------------------------------------------
-------------------------------------------------***********--------------------------------------------------| 49%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.28063062 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.203547 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.49442568 |
| air_humidity | 0.035991363 |
| air_temperature | -0.03598713 |
| clg_setpoint | 0.75159705 |
| co2_emission | 0.0 |
| day_of_month | 1.5627432 |
| diffuse_solar_radiation | -0.7638713 |
| direct_solar_radiation | -0.59532124 |
| hour | -1.2259585 |
| htg_setpoint | 0.92187774 |
| month | 1.4807873 |
| outdoor_humidity | 1.4250863 |
| outdoor_temperature | 1.4945456 |
| people_occupant | -0.69242746 |
| total_electricity_HVAC | -0.505184 |
| wind_direction | -0.55799246 |
| wind_speed | -1.2524695 |
| observation/ | |
| HVAC_electricity_demand_rate | 453.686 |
| air_humidity | 38.06506 |
| air_temperature | 22.540115 |
| clg_setpoint | 28.356535 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 20.978231 |
| month | 6.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 22.698812 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 408317.4 |
| wind_direction | 120.0 |
| wind_speed | 2.1 |
-------------------------------------------------
-------------------------------------------------***********--------------------------------------------------| 49%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.7127264 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 21.634087 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5083544 |
| air_humidity | -1.4240241 |
| air_temperature | -0.16929618 |
| clg_setpoint | 0.8710673 |
| co2_emission | 0.0 |
| day_of_month | 1.6617891 |
| diffuse_solar_radiation | -0.48745105 |
| direct_solar_radiation | -0.593771 |
| hour | -1.0813093 |
| htg_setpoint | -1.314106 |
| month | 1.4672322 |
| outdoor_humidity | 0.8455474 |
| outdoor_temperature | 1.3397328 |
| people_occupant | -0.68946856 |
| total_electricity_HVAC | -0.51831096 |
| wind_direction | 0.30397657 |
| wind_speed | -0.6283435 |
| observation/ | |
| HVAC_electricity_demand_rate | 383.05905 |
| air_humidity | 19.983807 |
| air_temperature | 22.271896 |
| clg_setpoint | 28.649023 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 27.5 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 12.0 |
| month | 6.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 21.39871 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 345488.62 |
| wind_direction | 210.0 |
| wind_speed | 3.6 |
-------------------------------------------------
-------------------------------------------------************-------------------------------------------------| 50%
| action_network/ | |
| Cooling_Setpoint_RL | 0.89142215 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.633549 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.25736648 |
| air_humidity | -2.009114 |
| air_temperature | 0.31616682 |
| clg_setpoint | 1.4210829 |
| co2_emission | 0.0 |
| day_of_month | -1.6672649 |
| diffuse_solar_radiation | -0.10260941 |
| direct_solar_radiation | 0.9397871 |
| hour | -0.9367326 |
| htg_setpoint | 1.4882332 |
| month | 2.034733 |
| outdoor_humidity | 1.1071606 |
| outdoor_temperature | 1.2427882 |
| people_occupant | -0.6865473 |
| total_electricity_HVAC | 0.4303769 |
| wind_direction | 1.072025 |
| wind_speed | -0.8367759 |
| observation/ | |
| HVAC_electricity_demand_rate | 3916.3079 |
| air_humidity | 12.487337 |
| air_temperature | 23.250036 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 66.0 |
| direct_solar_radiation | 387.5 |
| hour | 5.0 |
| htg_setpoint | 23.25 |
| month | 7.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 20.605675 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4475623.0 |
| wind_direction | 290.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------***********-------------------------------------------------| 50%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.41572893 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 15.286525 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5070196 |
| air_humidity | 2.3024163 |
| air_temperature | -0.33453387 |
| clg_setpoint | 1.4212731 |
| co2_emission | 0.0 |
| day_of_month | -1.5363085 |
| diffuse_solar_radiation | 0.13277876 |
| direct_solar_radiation | 1.8354045 |
| hour | -0.7922088 |
| htg_setpoint | -0.044417113 |
| month | 2.005329 |
| outdoor_humidity | 0.573656 |
| outdoor_temperature | 1.4987202 |
| people_occupant | -0.6875543 |
| total_electricity_HVAC | -0.5176535 |
| wind_direction | 0.1123093 |
| wind_speed | -1.4955435 |
| observation/ | |
| HVAC_electricity_demand_rate | 386.7531 |
| air_humidity | 66.19937 |
| air_temperature | 21.947992 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 89.5 |
| direct_solar_radiation | 616.5 |
| hour | 6.0 |
| htg_setpoint | 17.094835 |
| month | 7.0 |
| outdoor_humidity | 81.0 |
| outdoor_temperature | 23.050398 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 346171.2 |
| wind_direction | 190.0 |
| wind_speed | 1.5 |
--------------------------------------------------
-------------------------------------------------************-------------------------------------------------| 50%
| action_network/ | |
| Cooling_Setpoint_RL | 0.91685045 |
| Heating_Setpoint_RL | 0.26955432 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.71937 |
| Heating_Setpoint_RL | 19.141243 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4856702 |
| air_humidity | 0.03545137 |
| air_temperature | 0.15630685 |
| clg_setpoint | 1.4217577 |
| co2_emission | 0.0 |
| day_of_month | -1.4090348 |
| diffuse_solar_radiation | 2.0617976 |
| direct_solar_radiation | -0.46786553 |
| hour | -0.64772165 |
| htg_setpoint | 0.51246876 |
| month | 1.9771637 |
| outdoor_humidity | -0.18277335 |
| outdoor_temperature | 1.9467217 |
| people_occupant | -0.6885503 |
| total_electricity_HVAC | -0.4972735 |
| wind_direction | -1.7206624 |
| wind_speed | -0.41170815 |
| observation/ | |
| HVAC_electricity_demand_rate | 487.5075 |
| air_humidity | 37.999237 |
| air_temperature | 22.943499 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 281.5 |
| direct_solar_radiation | 33.0 |
| hour | 7.0 |
| htg_setpoint | 19.327038 |
| month | 7.0 |
| outdoor_humidity | 64.0 |
| outdoor_temperature | 27.324614 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 437055.5 |
| wind_direction | 0.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------***********-------------------------------------------------| 50%
| action_network/ | |
| Cooling_Setpoint_RL | -0.056738496 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.433508 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.0701069 |
| air_humidity | 0.30425164 |
| air_temperature | 1.281423 |
| clg_setpoint | -0.52382696 |
| co2_emission | 0.0 |
| day_of_month | -1.2847725 |
| diffuse_solar_radiation | 2.665516 |
| direct_solar_radiation | 0.93393236 |
| hour | -0.50325793 |
| htg_setpoint | -1.2712629 |
| month | 1.9501529 |
| outdoor_humidity | -0.05132055 |
| outdoor_temperature | 1.5373996 |
| people_occupant | 1.6924696 |
| total_electricity_HVAC | -0.13376985 |
| wind_direction | -1.0414448 |
| wind_speed | -0.6165101 |
| observation/ | |
| HVAC_electricity_demand_rate | 2401.6414 |
| air_humidity | 41.39333 |
| air_temperature | 25.216694 |
| clg_setpoint | 25.2214 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 343.5 |
| direct_solar_radiation | 389.0 |
| hour | 8.0 |
| htg_setpoint | 12.168381 |
| month | 7.0 |
| outdoor_humidity | 67.0 |
| outdoor_temperature | 23.7169 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2017490.0 |
| wind_direction | 70.0 |
| wind_speed | 3.6 |
--------------------------------------------------
-------------------------------------------------*************------------------------------------------------| 51%
| action_network/ | |
| Cooling_Setpoint_RL | -0.9317758 |
| Heating_Setpoint_RL | -0.493802 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.480257 |
| Heating_Setpoint_RL | 14.847363 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.3034222 |
| air_humidity | 1.5167363 |
| air_temperature | 0.30010474 |
| clg_setpoint | -1.3259779 |
| co2_emission | 0.0 |
| day_of_month | -1.1629529 |
| diffuse_solar_radiation | 2.3804529 |
| direct_solar_radiation | 0.6710416 |
| hour | -0.3588075 |
| htg_setpoint | -0.8046623 |
| month | 1.9242197 |
| outdoor_humidity | 0.39267823 |
| outdoor_temperature | 1.6943861 |
| people_occupant | 1.6893227 |
| total_electricity_HVAC | 1.2092079 |
| wind_direction | -0.36355257 |
| wind_speed | -0.404243 |
| observation/ | |
| HVAC_electricity_demand_rate | 8705.759 |
| air_humidity | 56.576153 |
| air_temperature | 23.247524 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 316.0 |
| direct_solar_radiation | 322.5 |
| hour | 9.0 |
| htg_setpoint | 14.040111 |
| month | 7.0 |
| outdoor_humidity | 77.0 |
| outdoor_temperature | 25.287466 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 7835183.0 |
| wind_direction | 140.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------************------------------------------------------------| 51%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.5907507 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 14.302027 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.38581756 |
| air_humidity | -0.8175496 |
| air_temperature | 0.4781881 |
| clg_setpoint | 0.31585237 |
| co2_emission | 0.0 |
| day_of_month | -1.0430926 |
| diffuse_solar_radiation | 2.0367126 |
| direct_solar_radiation | 1.8569851 |
| hour | -0.2143631 |
| htg_setpoint | -0.26650858 |
| month | 1.8992944 |
| outdoor_humidity | -0.056177445 |
| outdoor_temperature | 2.224448 |
| people_occupant | -0.69147384 |
| total_electricity_HVAC | -0.40334225 |
| wind_direction | 0.40708378 |
| wind_speed | -0.19503616 |
| observation/ | |
| HVAC_electricity_demand_rate | 956.14935 |
| air_humidity | 27.534575 |
| air_temperature | 23.610443 |
| clg_setpoint | 27.282017 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 282.5 |
| direct_solar_radiation | 624.5 |
| hour | 10.0 |
| htg_setpoint | 16.201277 |
| month | 7.0 |
| outdoor_humidity | 67.0 |
| outdoor_temperature | 30.388689 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 854384.94 |
| wind_direction | 220.0 |
| wind_speed | 4.6 |
--------------------------------------------------
-------------------------------------------------*************------------------------------------------------| 51%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.2645678 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.136806 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.21554197 |
| air_humidity | -1.8091149 |
| air_temperature | 0.5122623 |
| clg_setpoint | -0.47646636 |
| co2_emission | 0.0 |
| day_of_month | -0.9247805 |
| diffuse_solar_radiation | 2.514184 |
| direct_solar_radiation | 1.6381685 |
| hour | -0.06992028 |
| htg_setpoint | -1.3138779 |
| month | 1.8753132 |
| outdoor_humidity | -1.2172889 |
| outdoor_temperature | 2.4289043 |
| people_occupant | -0.68863636 |
| total_electricity_HVAC | -0.21090572 |
| wind_direction | 0.69646317 |
| wind_speed | -0.60896444 |
| observation/ | |
| HVAC_electricity_demand_rate | 1729.5714 |
| air_humidity | 15.044741 |
| air_temperature | 23.680428 |
| clg_setpoint | 25.33519 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 331.0 |
| direct_solar_radiation | 570.0 |
| hour | 11.0 |
| htg_setpoint | 12.0 |
| month | 7.0 |
| outdoor_humidity | 41.0 |
| outdoor_temperature | 32.57558 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1680217.8 |
| wind_direction | 250.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------************------------------------------------------------| 51%
| action_network/ | |
| Cooling_Setpoint_RL | 0.34284806 |
| Heating_Setpoint_RL | -0.012105271 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.782112 |
| Heating_Setpoint_RL | 17.556908 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.35417464 |
| air_humidity | 0.75864035 |
| air_temperature | 1.6347529 |
| clg_setpoint | 0.5722973 |
| co2_emission | 0.0 |
| day_of_month | -0.8076672 |
| diffuse_solar_radiation | 2.7058115 |
| direct_solar_radiation | 0.23082483 |
| hour | 0.074522585 |
| htg_setpoint | 0.11574679 |
| month | 1.8522179 |
| outdoor_humidity | -0.10234228 |
| outdoor_temperature | 2.1575704 |
| people_occupant | 0.2667563 |
| total_electricity_HVAC | -0.42003742 |
| wind_direction | 0.11606189 |
| wind_speed | 0.27206504 |
| observation/ | |
| HVAC_electricity_demand_rate | 1095.8352 |
| air_humidity | 47.036556 |
| air_temperature | 25.933289 |
| clg_setpoint | 27.911453 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 351.5 |
| direct_solar_radiation | 212.0 |
| hour | 12.0 |
| htg_setpoint | 17.735224 |
| month | 7.0 |
| outdoor_humidity | 66.0 |
| outdoor_temperature | 30.26159 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 778334.25 |
| wind_direction | 190.0 |
| wind_speed | 5.7 |
--------------------------------------------------
-------------------------------------------------**************-----------------------------------------------| 52%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.71956336 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.577456 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.55927306 |
| air_humidity | 1.009577 |
| air_temperature | 1.5025697 |
| clg_setpoint | -0.33649558 |
| co2_emission | 0.0 |
| day_of_month | -0.6914578 |
| diffuse_solar_radiation | 2.176882 |
| direct_solar_radiation | 1.669072 |
| hour | 0.21896447 |
| htg_setpoint | -0.6038619 |
| month | 1.8299556 |
| outdoor_humidity | -0.50910157 |
| outdoor_temperature | 2.1027994 |
| people_occupant | 1.21849 |
| total_electricity_HVAC | 0.4505031 |
| wind_direction | -0.07459831 |
| wind_speed | 0.2772953 |
| observation/ | |
| HVAC_electricity_demand_rate | 5270.057 |
| air_humidity | 50.24972 |
| air_temperature | 25.674873 |
| clg_setpoint | 25.676193 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 298.5 |
| direct_solar_radiation | 578.5 |
| hour | 13.0 |
| htg_setpoint | 14.847184 |
| month | 7.0 |
| outdoor_humidity | 57.0 |
| outdoor_temperature | 29.928114 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 4532645.5 |
| wind_direction | 170.0 |
| wind_speed | 5.7 |
-------------------------------------------------
-------------------------------------------------**************-----------------------------------------------| 52%
| action_network/ | |
| Cooling_Setpoint_RL | -0.6720252 |
| Heating_Setpoint_RL | -0.26281333 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.356915 |
| Heating_Setpoint_RL | 16.146675 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.0209074 |
| air_humidity | 1.112154 |
| air_temperature | 0.624054 |
| clg_setpoint | -1.2972579 |
| co2_emission | 0.0 |
| day_of_month | -0.5759059 |
| diffuse_solar_radiation | 1.8564582 |
| direct_solar_radiation | 0.93792826 |
| hour | 0.36340174 |
| htg_setpoint | -1.3126354 |
| month | 1.808477 |
| outdoor_humidity | -1.5832415 |
| outdoor_temperature | 2.391572 |
| people_occupant | 1.6922152 |
| total_electricity_HVAC | 1.9009411 |
| wind_direction | 0.88963646 |
| wind_speed | 0.48788697 |
| observation/ | |
| HVAC_electricity_demand_rate | 11931.401 |
| air_humidity | 51.556984 |
| air_temperature | 23.920235 |
| clg_setpoint | 23.312027 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 267.0 |
| direct_solar_radiation | 392.5 |
| hour | 14.0 |
| htg_setpoint | 12.0 |
| month | 7.0 |
| outdoor_humidity | 33.0 |
| outdoor_temperature | 32.908512 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 10770932.0 |
| wind_direction | 270.0 |
| wind_speed | 6.2 |
-------------------------------------------------
-------------------------------------------------**************-----------------------------------------------| 52%
| action_network/ | |
| Cooling_Setpoint_RL | 0.2794929 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.568289 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.63947254 |
| air_humidity | 0.91907775 |
| air_temperature | 1.0830569 |
| clg_setpoint | -0.6715173 |
| co2_emission | 0.0 |
| day_of_month | -0.46080974 |
| diffuse_solar_radiation | 1.2135175 |
| direct_solar_radiation | 1.3761133 |
| hour | 0.5078282 |
| htg_setpoint | -0.87632775 |
| month | 1.7877376 |
| outdoor_humidity | -1.6229205 |
| outdoor_temperature | 2.0482352 |
| people_occupant | 1.689173 |
| total_electricity_HVAC | 0.7305848 |
| wind_direction | -1.4343829 |
| wind_speed | 0.06892697 |
| observation/ | |
| HVAC_electricity_demand_rate | 5629.329 |
| air_humidity | 49.144955 |
| air_temperature | 24.849232 |
| clg_setpoint | 24.849937 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 202.0 |
| direct_solar_radiation | 505.0 |
| hour | 15.0 |
| htg_setpoint | 13.749002 |
| month | 7.0 |
| outdoor_humidity | 32.0 |
| outdoor_temperature | 29.821077 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 5732354.0 |
| wind_direction | 30.0 |
| wind_speed | 5.2 |
-------------------------------------------------
--------------------------------------------------**************----------------------------------------------| 53%
| action_network/ | |
| Cooling_Setpoint_RL | 0.08045286 |
| Heating_Setpoint_RL | 0.3106783 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.896528 |
| Heating_Setpoint_RL | 19.372566 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.31902045 |
| air_humidity | 0.74098796 |
| air_temperature | 1.7519268 |
| clg_setpoint | 1.4230387 |
| co2_emission | 0.0 |
| day_of_month | -0.34600848 |
| diffuse_solar_radiation | -0.050009828 |
| direct_solar_radiation | 1.9934456 |
| hour | 0.65223515 |
| htg_setpoint | -0.07263139 |
| month | 1.7676955 |
| outdoor_humidity | -0.45548537 |
| outdoor_temperature | 1.5700715 |
| people_occupant | 1.6861744 |
| total_electricity_HVAC | -0.3484767 |
| wind_direction | 0.20605645 |
| wind_speed | 0.49054268 |
| observation/ | |
| HVAC_electricity_demand_rate | 1267.4889 |
| air_humidity | 46.942337 |
| air_temperature | 26.194668 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 73.5 |
| direct_solar_radiation | 665.0 |
| hour | 16.0 |
| htg_setpoint | 16.970776 |
| month | 7.0 |
| outdoor_humidity | 58.0 |
| outdoor_temperature | 25.360153 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1098065.5 |
| wind_direction | 200.0 |
| wind_speed | 6.2 |
| train/ | |
| approx_kl | 0.008552314 |
| clip_fraction | 0.0603 |
| clip_range | 0.2 |
| entropy_loss | -2.81 |
| explained_variance | 0.577 |
| learning_rate | 0.0003 |
| loss | 3.17 |
| n_updates | 90 |
| policy_gradient_loss | -0.0089 |
| std | 0.988 |
| value_loss | 10.3 |
--------------------------------------------------
--------------------------------------------------**************----------------------------------------------| 53%
| action_network/ | |
| Cooling_Setpoint_RL | -0.91923106 |
| Heating_Setpoint_RL | 0.7395147 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.522594 |
| Heating_Setpoint_RL | 21.784771 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.11550384 |
| air_humidity | -0.9635514 |
| air_temperature | 0.5706309 |
| clg_setpoint | -0.9187085 |
| co2_emission | 0.0 |
| day_of_month | -0.23138042 |
| diffuse_solar_radiation | 0.052223522 |
| direct_solar_radiation | 0.2259442 |
| hour | 0.7966116 |
| htg_setpoint | -1.3108269 |
| month | 1.748313 |
| outdoor_humidity | 0.17130688 |
| outdoor_temperature | 1.9781036 |
| people_occupant | -0.6905923 |
| total_electricity_HVAC | -0.079519816 |
| wind_direction | 0.10729002 |
| wind_speed | 0.49210596 |
| observation/ | |
| HVAC_electricity_demand_rate | 2186.923 |
| air_humidity | 25.650936 |
| air_temperature | 23.82614 |
| clg_setpoint | 24.239777 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 84.0 |
| direct_solar_radiation | 214.0 |
| hour | 17.0 |
| htg_setpoint | 12.0 |
| month | 7.0 |
| outdoor_humidity | 72.0 |
| outdoor_temperature | 29.488441 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2246438.0 |
| wind_direction | 190.0 |
| wind_speed | 6.2 |
--------------------------------------------------
--------------------------------------------------**************----------------------------------------------| 53%
| action_network/ | |
| Cooling_Setpoint_RL | 0.1523472 |
| Heating_Setpoint_RL | -0.9617539 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.139172 |
| Heating_Setpoint_RL | 12.215135 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.48322803 |
| air_humidity | -1.7280135 |
| air_temperature | 0.16302902 |
| clg_setpoint | 1.4247088 |
| co2_emission | 0.0 |
| day_of_month | -0.116841115 |
| diffuse_solar_radiation | -0.6571865 |
| direct_solar_radiation | -0.60925996 |
| hour | 0.94094414 |
| htg_setpoint | 1.3217181 |
| month | 1.7295542 |
| outdoor_humidity | 1.115576 |
| outdoor_temperature | 1.1955575 |
| people_occupant | -0.68786675 |
| total_electricity_HVAC | -0.4951275 |
| wind_direction | -0.85911936 |
| wind_speed | -0.81163377 |
| observation/ | |
| HVAC_electricity_demand_rate | 515.55066 |
| air_humidity | 15.9569845 |
| air_temperature | 23.012281 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 12.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 22.559185 |
| month | 7.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 22.028776 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 463995.6 |
| wind_direction | 90.0 |
| wind_speed | 3.1 |
--------------------------------------------------
---------------------------------------------------*************----------------------------------------------| 53%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.93570304 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 22.888329 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.37316445 |
| air_humidity | 1.0778549 |
| air_temperature | 0.27963126 |
| clg_setpoint | -1.3189249 |
| co2_emission | 0.0 |
| day_of_month | -0.0023422847 |
| diffuse_solar_radiation | -0.7752834 |
| direct_solar_radiation | -0.60848844 |
| hour | 1.0852171 |
| htg_setpoint | 0.17092673 |
| month | 1.7113866 |
| outdoor_humidity | 0.61681867 |
| outdoor_temperature | 1.1068811 |
| people_occupant | -0.45034292 |
| total_electricity_HVAC | -0.3903278 |
| wind_direction | -0.17571163 |
| wind_speed | -0.3889522 |
| observation/ | |
| HVAC_electricity_demand_rate | 1015.01154 |
| air_humidity | 51.067055 |
| air_temperature | 23.24959 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 17.949232 |
| month | 7.0 |
| outdoor_humidity | 82.0 |
| outdoor_temperature | 21.242224 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 913510.4 |
| wind_direction | 160.0 |
| wind_speed | 4.1 |
---------------------------------------------------
-------------------------------------------------****************---------------------------------------------| 54%
| action_network/ | |
| Cooling_Setpoint_RL | -0.338674 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.481976 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.45449355 |
| air_humidity | 0.9122685 |
| air_temperature | 0.21349494 |
| clg_setpoint | 1.4268869 |
| co2_emission | 0.0 |
| day_of_month | 0.11212913 |
| diffuse_solar_radiation | -0.7758211 |
| direct_solar_radiation | -0.60797095 |
| hour | 1.2294126 |
| htg_setpoint | 0.94741565 |
| month | 1.6937796 |
| outdoor_humidity | -0.7779926 |
| outdoor_temperature | 1.9492294 |
| people_occupant | -0.45144138 |
| total_electricity_HVAC | -0.46786028 |
| wind_direction | -1.6255662 |
| wind_speed | -0.5959054 |
| observation/ | |
| HVAC_electricity_demand_rate | 651.2409 |
| air_humidity | 49.017834 |
| air_temperature | 23.121668 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 21.067272 |
| month | 7.0 |
| outdoor_humidity | 51.0 |
| outdoor_temperature | 29.634384 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 586116.8 |
| wind_direction | 10.0 |
| wind_speed | 3.6 |
-------------------------------------------------
-------------------------------------------------****************---------------------------------------------| 54%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.9943306 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.031891 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.46629018 |
| air_humidity | 0.68350583 |
| air_temperature | 0.045244068 |
| clg_setpoint | 1.4279308 |
| co2_emission | 0.0 |
| day_of_month | 0.2265517 |
| diffuse_solar_radiation | -0.7765557 |
| direct_solar_radiation | -0.6092478 |
| hour | 1.3735107 |
| htg_setpoint | 0.24349391 |
| month | 1.6767052 |
| outdoor_humidity | 0.483981 |
| outdoor_temperature | 1.4558048 |
| people_occupant | -0.6906309 |
| total_electricity_HVAC | -0.47917688 |
| wind_direction | -0.17183849 |
| wind_speed | -1.2267618 |
| observation/ | |
| HVAC_electricity_demand_rate | 601.19867 |
| air_humidity | 46.171112 |
| air_temperature | 22.790876 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 18.243284 |
| month | 7.0 |
| outdoor_humidity | 79.0 |
| outdoor_temperature | 24.923 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 541078.8 |
| wind_direction | 160.0 |
| wind_speed | 2.1 |
-------------------------------------------------
-------------------------------------------------****************---------------------------------------------| 54%
| action_network/ | |
| Cooling_Setpoint_RL | 0.4390985 |
| Heating_Setpoint_RL | 0.52254874 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.106956 |
| Heating_Setpoint_RL | 20.564337 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.48806992 |
| air_humidity | 0.77082723 |
| air_temperature | 0.18162584 |
| clg_setpoint | -1.0741748 |
| co2_emission | 0.0 |
| day_of_month | 0.34087023 |
| diffuse_solar_radiation | -0.77725744 |
| direct_solar_radiation | -0.6071457 |
| hour | 1.5174894 |
| htg_setpoint | -1.0369062 |
| month | 1.6601369 |
| outdoor_humidity | 1.0215384 |
| outdoor_temperature | 1.0456423 |
| people_occupant | -0.69153374 |
| total_electricity_HVAC | -0.5000336 |
| wind_direction | -0.07247908 |
| wind_speed | -1.0124162 |
| observation/ | |
| HVAC_electricity_demand_rate | 503.88193 |
| air_humidity | 47.31886 |
| air_temperature | 23.06656 |
| clg_setpoint | 23.84257 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 13.106829 |
| month | 7.0 |
| outdoor_humidity | 91.0 |
| outdoor_temperature | 20.977898 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 453493.72 |
| wind_direction | 170.0 |
| wind_speed | 2.6 |
-------------------------------------------------
-------------------------------------------------*****************--------------------------------------------| 55%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.48209438 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 20.33678 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.47876936 |
| air_humidity | 0.4245584 |
| air_temperature | -0.27878705 |
| clg_setpoint | 1.430683 |
| co2_emission | 0.0 |
| day_of_month | 0.45499676 |
| diffuse_solar_radiation | -0.7776092 |
| direct_solar_radiation | -0.6081071 |
| hour | 1.6613247 |
| htg_setpoint | -1.312877 |
| month | 1.6440504 |
| outdoor_humidity | 1.1542664 |
| outdoor_temperature | 1.491705 |
| people_occupant | -0.69242746 |
| total_electricity_HVAC | -0.49133632 |
| wind_direction | 0.21886687 |
| wind_speed | -0.37626228 |
| observation/ | |
| HVAC_electricity_demand_rate | 550.2898 |
| air_humidity | 43.0251 |
| air_temperature | 22.154976 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 12.0 |
| month | 7.0 |
| outdoor_humidity | 94.0 |
| outdoor_temperature | 25.4981 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 495260.8 |
| wind_direction | 200.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------****************--------------------------------------------| 55%
| action_network/ | |
| Cooling_Setpoint_RL | -0.18606354 |
| Heating_Setpoint_RL | -0.6819642 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.997036 |
| Heating_Setpoint_RL | 13.788951 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4885947 |
| air_humidity | -1.2694619 |
| air_temperature | 0.084003724 |
| clg_setpoint | -1.3136197 |
| co2_emission | 0.0 |
| day_of_month | 0.6847557 |
| diffuse_solar_radiation | -0.7775108 |
| direct_solar_radiation | -0.6089455 |
| hour | -1.6606777 |
| htg_setpoint | -0.031093394 |
| month | 1.6284225 |
| outdoor_humidity | 0.74469656 |
| outdoor_temperature | 1.4541466 |
| people_occupant | -0.689775 |
| total_electricity_HVAC | -0.5007023 |
| wind_direction | 0.50975823 |
| wind_speed | -0.1626181 |
| observation/ | |
| HVAC_electricity_demand_rate | 502.81448 |
| air_humidity | 21.800562 |
| air_temperature | 22.8791 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 17.141811 |
| month | 7.0 |
| outdoor_humidity | 85.0 |
| outdoor_temperature | 25.267405 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 452533.03 |
| wind_direction | 230.0 |
| wind_speed | 4.6 |
--------------------------------------------------
-------------------------------------------------*****************--------------------------------------------| 55%
| action_network/ | |
| Cooling_Setpoint_RL | 0.84887755 |
| Heating_Setpoint_RL | 0.62115246 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.489962 |
| Heating_Setpoint_RL | 21.118982 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.50352997 |
| air_humidity | -1.7927268 |
| air_temperature | -0.08068232 |
| clg_setpoint | 0.04772347 |
| co2_emission | 0.0 |
| day_of_month | 0.7982251 |
| diffuse_solar_radiation | -0.777573 |
| direct_solar_radiation | -0.60936075 |
| hour | -1.5157286 |
| htg_setpoint | -0.48591197 |
| month | 1.613232 |
| outdoor_humidity | 1.2402749 |
| outdoor_temperature | 1.2944238 |
| people_occupant | -0.68715286 |
| total_electricity_HVAC | -0.51475525 |
| wind_direction | 0.11965073 |
| wind_speed | 1.8278878 |
| observation/ | |
| HVAC_electricity_demand_rate | 432.68848 |
| air_humidity | 15.066755 |
| air_temperature | 22.55418 |
| clg_setpoint | 26.595993 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 15.317528 |
| month | 7.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 23.812098 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 390194.34 |
| wind_direction | 190.0 |
| wind_speed | 9.3 |
-------------------------------------------------
-------------------------------------------------******************-------------------------------------------| 56%
| action_network/ | |
| Cooling_Setpoint_RL | -0.42711228 |
| Heating_Setpoint_RL | 0.42579594 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.183496 |
| Heating_Setpoint_RL | 20.020102 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.74617755 |
| air_humidity | -0.13595293 |
| air_temperature | 0.26824042 |
| clg_setpoint | 1.4323782 |
| co2_emission | 0.0 |
| day_of_month | 0.9109927 |
| diffuse_solar_radiation | -0.7778912 |
| direct_solar_radiation | -0.60940534 |
| hour | -1.3709114 |
| htg_setpoint | 1.49201 |
| month | 1.5984589 |
| outdoor_humidity | 1.1478473 |
| outdoor_temperature | 1.1519212 |
| people_occupant | -0.68805367 |
| total_electricity_HVAC | 1.1008798 |
| wind_direction | 0.21640229 |
| wind_speed | -0.16837992 |
| observation/ | |
| HVAC_electricity_demand_rate | 6025.081 |
| air_humidity | 35.871063 |
| air_temperature | 23.249163 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 23.25 |
| month | 7.0 |
| outdoor_humidity | 94.0 |
| outdoor_temperature | 22.493149 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 7216292.5 |
| wind_direction | 200.0 |
| wind_speed | 4.6 |
-------------------------------------------------
-------------------------------------------------******************-------------------------------------------| 56%
| action_network/ | |
| Cooling_Setpoint_RL | -0.361902 |
| Heating_Setpoint_RL | -0.72127086 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.40358 |
| Heating_Setpoint_RL | 13.567851 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.51671225 |
| air_humidity | 0.80248034 |
| air_temperature | -0.83607185 |
| clg_setpoint | 1.433973 |
| co2_emission | 0.0 |
| day_of_month | 1.0228457 |
| diffuse_solar_radiation | -0.778428 |
| direct_solar_radiation | -0.6077502 |
| hour | -1.2262003 |
| htg_setpoint | -0.9733549 |
| month | 1.5840843 |
| outdoor_humidity | 1.0974219 |
| outdoor_temperature | 0.858072 |
| people_occupant | -0.6889456 |
| total_electricity_HVAC | -0.5275857 |
| wind_direction | 0.019602453 |
| wind_speed | -0.3807748 |
| observation/ | |
| HVAC_electricity_demand_rate | 376.83112 |
| air_humidity | 47.732758 |
| air_temperature | 21.066324 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 13.359235 |
| month | 7.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 19.616549 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 339148.0 |
| wind_direction | 180.0 |
| wind_speed | 4.1 |
-------------------------------------------------
-------------------------------------------------******************-------------------------------------------| 56%
| action_network/ | |
| Cooling_Setpoint_RL | -0.25498873 |
| Heating_Setpoint_RL | 0.22139238 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.764414 |
| Heating_Setpoint_RL | 18.870333 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.50202596 |
| air_humidity | -0.23029877 |
| air_temperature | -0.5963072 |
| clg_setpoint | -0.6107577 |
| co2_emission | 0.0 |
| day_of_month | 1.1335496 |
| diffuse_solar_radiation | -0.5560645 |
| direct_solar_radiation | -0.57908607 |
| hour | -1.0815725 |
| htg_setpoint | 0.25443998 |
| month | 1.5700907 |
| outdoor_humidity | 1.2319493 |
| outdoor_temperature | 1.3925394 |
| people_occupant | -0.6898289 |
| total_electricity_HVAC | -0.5136749 |
| wind_direction | 0.8032197 |
| wind_speed | -1.0155054 |
| observation/ | |
| HVAC_electricity_demand_rate | 444.41684 |
| air_humidity | 34.79375 |
| air_temperature | 21.54462 |
| clg_setpoint | 24.96872 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 23.0 |
| direct_solar_radiation | 7.5 |
| hour | 4.0 |
| htg_setpoint | 18.28137 |
| month | 7.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 25.050331 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 399975.16 |
| wind_direction | 260.0 |
| wind_speed | 2.6 |
-------------------------------------------------
-------------------------------------------------******************-------------------------------------------| 56%
| action_network/ | |
| Cooling_Setpoint_RL | 0.04512344 |
| Heating_Setpoint_RL | -0.261659 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.777292 |
| Heating_Setpoint_RL | 16.153168 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5085016 |
| air_humidity | 0.12626477 |
| air_temperature | -0.6237995 |
| clg_setpoint | 1.4366312 |
| co2_emission | 0.0 |
| day_of_month | 1.2428514 |
| diffuse_solar_radiation | -0.1421628 |
| direct_solar_radiation | -0.5240792 |
| hour | -0.93700826 |
| htg_setpoint | -0.49022427 |
| month | 1.5564615 |
| outdoor_humidity | 0.82224196 |
| outdoor_temperature | 1.1521364 |
| people_occupant | -0.69070345 |
| total_electricity_HVAC | -0.5198826 |
| wind_direction | 0.2126987 |
| wind_speed | -0.16214733 |
| observation/ | |
| HVAC_electricity_demand_rate | 420.49292 |
| air_humidity | 39.318317 |
| air_temperature | 21.495085 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 66.0 |
| direct_solar_radiation | 21.5 |
| hour | 5.0 |
| htg_setpoint | 15.292915 |
| month | 7.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 22.747227 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 378443.62 |
| wind_direction | 200.0 |
| wind_speed | 4.6 |
-------------------------------------------------
-------------------------------------------------******************-------------------------------------------| 57%
| action_network/ | |
| Cooling_Setpoint_RL | -0.93646663 |
| Heating_Setpoint_RL | 0.08382806 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.464426 |
| Heating_Setpoint_RL | 18.096533 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.50643367 |
| air_humidity | -0.06968522 |
| air_temperature | -0.38335043 |
| clg_setpoint | 1.4374932 |
| co2_emission | 0.0 |
| day_of_month | 1.3504843 |
| diffuse_solar_radiation | 0.20840766 |
| direct_solar_radiation | 0.32048035 |
| hour | -0.7924904 |
| htg_setpoint | 0.96763945 |
| month | 1.5431811 |
| outdoor_humidity | 0.8183051 |
| outdoor_temperature | 1.2760447 |
| people_occupant | -0.6915696 |
| total_electricity_HVAC | -0.51854736 |
| wind_direction | -1.7592522 |
| wind_speed | -0.7997494 |
| observation/ | |
| HVAC_electricity_demand_rate | 432.15097 |
| air_humidity | 36.90651 |
| air_temperature | 21.975243 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 102.5 |
| direct_solar_radiation | 235.5 |
| hour | 6.0 |
| htg_setpoint | 21.138775 |
| month | 7.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 24.077085 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 386542.8 |
| wind_direction | 0.0 |
| wind_speed | 3.1 |
-------------------------------------------------
-------------------------------------------------******************-------------------------------------------| 57%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.67410207 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.833176 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.45030135 |
| air_humidity | -1.5382369 |
| air_temperature | 0.094972014 |
| clg_setpoint | -1.0028937 |
| co2_emission | 0.0 |
| day_of_month | 1.4561725 |
| diffuse_solar_radiation | 0.7307131 |
| direct_solar_radiation | -0.6093671 |
| hour | -0.64800483 |
| htg_setpoint | -1.3112522 |
| month | 1.5302349 |
| outdoor_humidity | 0.9521399 |
| outdoor_temperature | 1.391377 |
| people_occupant | -0.6890152 |
| total_electricity_HVAC | -0.45461875 |
| wind_direction | 0.11259521 |
| wind_speed | -0.37197545 |
| observation/ | |
| HVAC_electricity_demand_rate | 678.2022 |
| air_humidity | 18.40388 |
| air_temperature | 22.920534 |
| clg_setpoint | 23.995571 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 157.0 |
| direct_solar_radiation | 0.0 |
| hour | 7.0 |
| htg_setpoint | 12.0 |
| month | 7.0 |
| outdoor_humidity | 90.0 |
| outdoor_temperature | 25.335396 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 651675.5 |
| wind_direction | 190.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------*****************-------------------------------------------| 57%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.09323043 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.149422 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.26537603 |
| air_humidity | -0.010177551 |
| air_temperature | 0.45787483 |
| clg_setpoint | -1.1494521 |
| co2_emission | 0.0 |
| day_of_month | 1.5596365 |
| diffuse_solar_radiation | 1.5821661 |
| direct_solar_radiation | -0.19975394 |
| hour | -0.50353986 |
| htg_setpoint | -1.3114246 |
| month | 1.5176092 |
| outdoor_humidity | -0.3233633 |
| outdoor_temperature | 1.4679122 |
| people_occupant | 1.6994027 |
| total_electricity_HVAC | 0.16038844 |
| wind_direction | -1.7660681 |
| wind_speed | -2.1227894 |
| observation/ | |
| HVAC_electricity_demand_rate | 3850.5125 |
| air_humidity | 37.48524 |
| air_temperature | 23.635038 |
| clg_setpoint | 23.633814 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 246.0 |
| direct_solar_radiation | 103.5 |
| hour | 8.0 |
| htg_setpoint | 12.0 |
| month | 7.0 |
| outdoor_humidity | 62.0 |
| outdoor_temperature | 26.204103 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 3225908.8 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
--------------------------------------------------
-------------------------------------------------******************-------------------------------------------| 57%
| action_network/ | |
| Cooling_Setpoint_RL | -0.14356029 |
| Heating_Setpoint_RL | -0.5282066 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.140484 |
| Heating_Setpoint_RL | 14.653838 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.06067571 |
| air_humidity | 0.75765073 |
| air_temperature | 1.2892481 |
| clg_setpoint | -0.4818814 |
| co2_emission | 0.0 |
| day_of_month | 1.6605982 |
| diffuse_solar_radiation | 2.596604 |
| direct_solar_radiation | 0.61913764 |
| hour | -0.35908657 |
| htg_setpoint | -0.73780036 |
| month | 1.5052911 |
| outdoor_humidity | 0.58462423 |
| outdoor_temperature | 1.4253983 |
| people_occupant | 1.6965721 |
| total_electricity_HVAC | -0.06546515 |
| wind_direction | 0.1094285 |
| wind_speed | -0.15547615 |
| observation/ | |
| HVAC_electricity_demand_rate | 2942.6128 |
| air_humidity | 47.208527 |
| air_temperature | 25.270542 |
| clg_setpoint | 25.27069 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 352.5 |
| direct_solar_radiation | 310.0 |
| hour | 9.0 |
| htg_setpoint | 14.299721 |
| month | 7.0 |
| outdoor_humidity | 82.0 |
| outdoor_temperature | 25.861542 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2280775.0 |
| wind_direction | 190.0 |
| wind_speed | 4.6 |
-------------------------------------------------
-------------------------------------------------*******************------------------------------------------| 58%
| action_network/ | |
| Cooling_Setpoint_RL | -0.520646 |
| Heating_Setpoint_RL | -0.6673674 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.86782 |
| Heating_Setpoint_RL | 13.871058 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.5675932 |
| air_humidity | 1.3496848 |
| air_temperature | 0.25768355 |
| clg_setpoint | -1.3025788 |
| co2_emission | 0.0 |
| day_of_month | 1.7587866 |
| diffuse_solar_radiation | 3.201529 |
| direct_solar_radiation | -0.3476533 |
| hour | -0.21463865 |
| htg_setpoint | -0.600005 |
| month | 1.493268 |
| outdoor_humidity | -0.32956868 |
| outdoor_temperature | 1.5740651 |
| people_occupant | 1.6937785 |
| total_electricity_HVAC | 1.6779776 |
| wind_direction | -1.3752673 |
| wind_speed | -1.0090275 |
| observation/ | |
| HVAC_electricity_demand_rate | 9618.886 |
| air_humidity | 54.696857 |
| air_temperature | 23.249207 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 416.5 |
| direct_solar_radiation | 66.0 |
| hour | 10.0 |
| htg_setpoint | 14.853074 |
| month | 7.0 |
| outdoor_humidity | 62.0 |
| outdoor_temperature | 27.468933 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 9577313.0 |
| wind_direction | 40.0 |
| wind_speed | 2.6 |
-------------------------------------------------
-------------------------------------------------*******************------------------------------------------| 58%
| action_network/ | |
| Cooling_Setpoint_RL | -0.48750773 |
| Heating_Setpoint_RL | -0.48606622 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.979662 |
| Heating_Setpoint_RL | 14.890878 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.71623 |
| air_humidity | 1.1449515 |
| air_temperature | 0.2575534 |
| clg_setpoint | -1.301707 |
| co2_emission | 0.0 |
| day_of_month | -1.6647273 |
| diffuse_solar_radiation | 1.0980935 |
| direct_solar_radiation | 2.4972663 |
| hour | -0.07019217 |
| htg_setpoint | 0.0966962 |
| month | 1.9744972 |
| outdoor_humidity | -1.1525544 |
| outdoor_temperature | 2.0566003 |
| people_occupant | 1.2150146 |
| total_electricity_HVAC | 1.7839619 |
| wind_direction | 0.5058737 |
| wind_speed | 0.32066095 |
| observation/ | |
| HVAC_electricity_demand_rate | 10275.755 |
| air_humidity | 52.15889 |
| air_temperature | 23.253117 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 197.0 |
| direct_solar_radiation | 784.0 |
| hour | 11.0 |
| htg_setpoint | 17.64537 |
| month | 8.0 |
| outdoor_humidity | 44.0 |
| outdoor_temperature | 32.51405 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 10018777.0 |
| wind_direction | 230.0 |
| wind_speed | 5.7 |
-------------------------------------------------
--------------------------------------------------******************------------------------------------------| 58%
| action_network/ | |
| Cooling_Setpoint_RL | 0.115287244 |
| Heating_Setpoint_RL | 0.62193215 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.014095 |
| Heating_Setpoint_RL | 21.123367 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.765951 |
| air_humidity | 1.0957465 |
| air_temperature | 1.3922881 |
| clg_setpoint | -0.39250025 |
| co2_emission | 0.0 |
| day_of_month | -1.5372056 |
| diffuse_solar_radiation | 0.9798288 |
| direct_solar_radiation | 2.1976013 |
| hour | 0.07425431 |
| htg_setpoint | -0.63732815 |
| month | 1.9512091 |
| outdoor_humidity | 0.12749073 |
| outdoor_temperature | 1.8799659 |
| people_occupant | 0.26092675 |
| total_electricity_HVAC | 0.8558275 |
| wind_direction | 0.10733039 |
| wind_speed | 0.10724893 |
| observation/ | |
| HVAC_electricity_demand_rate | 6073.399 |
| air_humidity | 51.5566 |
| air_temperature | 25.486687 |
| clg_setpoint | 25.486963 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 184.5 |
| direct_solar_radiation | 711.0 |
| hour | 12.0 |
| htg_setpoint | 14.703268 |
| month | 8.0 |
| outdoor_humidity | 72.0 |
| outdoor_temperature | 30.8736 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 6140688.5 |
| wind_direction | 190.0 |
| wind_speed | 5.2 |
| train/ | |
| approx_kl | 0.0074095502 |
| clip_fraction | 0.0579 |
| clip_range | 0.2 |
| entropy_loss | -2.82 |
| explained_variance | 0.735 |
| learning_rate | 0.0003 |
| loss | 1.89 |
| n_updates | 100 |
| policy_gradient_loss | -0.0063 |
| std | 0.994 |
| value_loss | 5.79 |
--------------------------------------------------
--------------------------------------------------********************----------------------------------------| 59%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.42613852 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 15.227971 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.084606394 |
| air_humidity | -1.0132661 |
| air_temperature | 0.6690685 |
| clg_setpoint | -0.598295 |
| co2_emission | 0.0 |
| day_of_month | -1.4126768 |
| diffuse_solar_radiation | 2.059372 |
| direct_solar_radiation | 1.3614783 |
| hour | 0.2186999 |
| htg_setpoint | 0.031817786 |
| month | 1.928726 |
| outdoor_humidity | 0.12621263 |
| outdoor_temperature | 1.768464 |
| people_occupant | -0.6907704 |
| total_electricity_HVAC | -0.09766069 |
| wind_direction | 0.10717676 |
| wind_speed | 0.5390824 |
| observation/ | |
| HVAC_electricity_demand_rate | 2308.893 |
| air_humidity | 25.043064 |
| air_temperature | 24.068533 |
| clg_setpoint | 24.979864 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 298.0 |
| direct_solar_radiation | 500.0 |
| hour | 13.0 |
| htg_setpoint | 17.38343 |
| month | 8.0 |
| outdoor_humidity | 72.0 |
| outdoor_temperature | 29.873354 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2154951.5 |
| wind_direction | 190.0 |
| wind_speed | 6.2 |
--------------------------------------------------
-------------------------------------------------*********************----------------------------------------| 59%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.15839316 |
| air_humidity | -1.6495407 |
| air_temperature | 0.3624465 |
| clg_setpoint | -0.8045736 |
| co2_emission | 0.0 |
| day_of_month | -1.2906109 |
| diffuse_solar_radiation | 1.544071 |
| direct_solar_radiation | 1.2850139 |
| hour | 0.3631414 |
| htg_setpoint | -1.3119385 |
| month | 1.9070026 |
| outdoor_humidity | -0.29009783 |
| outdoor_temperature | 1.9181036 |
| people_occupant | -0.688307 |
| total_electricity_HVAC | -0.19865736 |
| wind_direction | 0.3064313 |
| wind_speed | -0.14628932 |
| observation/ | |
| HVAC_electricity_demand_rate | 1977.0289 |
| air_humidity | 16.900677 |
| air_temperature | 23.469507 |
| clg_setpoint | 24.47375 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 244.0 |
| direct_solar_radiation | 481.5 |
| hour | 14.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 63.0 |
| outdoor_temperature | 31.532825 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1728398.2 |
| wind_direction | 210.0 |
| wind_speed | 4.6 |
-------------------------------------------------
-------------------------------------------------*********************----------------------------------------| 59%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.9594447 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.021877 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.2085793 |
| air_humidity | 1.4360005 |
| air_temperature | 1.3188598 |
| clg_setpoint | -1.3015151 |
| co2_emission | 0.0 |
| day_of_month | -1.1705527 |
| diffuse_solar_radiation | 0.65886176 |
| direct_solar_radiation | -0.6140046 |
| hour | 0.50757325 |
| htg_setpoint | -1.312075 |
| month | 1.885997 |
| outdoor_humidity | 0.85928714 |
| outdoor_temperature | 1.2642527 |
| people_occupant | 1.6962285 |
| total_electricity_HVAC | 2.0863862 |
| wind_direction | -0.59078276 |
| wind_speed | -0.1442861 |
| observation/ | |
| HVAC_electricity_demand_rate | 12414.82 |
| air_humidity | 55.807056 |
| air_temperature | 25.342749 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 151.5 |
| direct_solar_radiation | 0.0 |
| hour | 15.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 88.0 |
| outdoor_temperature | 24.950642 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 11243925.0 |
| wind_direction | 120.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------********************----------------------------------------| 59%
| action_network/ | |
| Cooling_Setpoint_RL | -0.54873675 |
| Heating_Setpoint_RL | -0.4782197 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.773014 |
| Heating_Setpoint_RL | 14.935015 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.7648728 |
| air_humidity | 1.4908432 |
| air_temperature | 0.2459274 |
| clg_setpoint | -1.3000381 |
| co2_emission | 0.0 |
| day_of_month | -1.0521115 |
| diffuse_solar_radiation | -0.017344534 |
| direct_solar_radiation | -0.6119822 |
| hour | 0.65198785 |
| htg_setpoint | 0.085054085 |
| month | 1.8656707 |
| outdoor_humidity | 0.6707883 |
| outdoor_temperature | 0.85993296 |
| people_occupant | 1.6935178 |
| total_electricity_HVAC | 0.8308459 |
| wind_direction | -1.4851327 |
| wind_speed | -0.14234212 |
| observation/ | |
| HVAC_electricity_demand_rate | 6042.879 |
| air_humidity | 56.56967 |
| air_temperature | 23.250034 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 80.5 |
| direct_solar_radiation | 0.0 |
| hour | 16.0 |
| htg_setpoint | 17.60672 |
| month | 8.0 |
| outdoor_humidity | 84.0 |
| outdoor_temperature | 20.831217 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 6010887.0 |
| wind_direction | 30.0 |
| wind_speed | 4.6 |
--------------------------------------------------
-------------------------------------------------**********************---------------------------------------| 60%
| action_network/ | |
| Cooling_Setpoint_RL | -0.18263549 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.008606 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.83496904 |
| air_humidity | 1.254857 |
| air_temperature | 0.24423426 |
| clg_setpoint | -1.2994727 |
| co2_emission | 0.0 |
| day_of_month | -0.9349516 |
| diffuse_solar_radiation | -0.24249904 |
| direct_solar_radiation | 0.29312822 |
| hour | 0.7963754 |
| htg_setpoint | 0.290194 |
| month | 1.8459877 |
| outdoor_humidity | -1.0331099 |
| outdoor_temperature | 1.5183259 |
| people_occupant | 1.6908414 |
| total_electricity_HVAC | 1.0328209 |
| wind_direction | -1.0781968 |
| wind_speed | -0.788813 |
| observation/ | |
| HVAC_electricity_demand_rate | 6347.0254 |
| air_humidity | 53.636616 |
| air_temperature | 23.25044 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 57.0 |
| direct_solar_radiation | 228.5 |
| hour | 17.0 |
| htg_setpoint | 18.434208 |
| month | 8.0 |
| outdoor_humidity | 47.0 |
| outdoor_temperature | 27.691172 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 6846408.0 |
| wind_direction | 70.0 |
| wind_speed | 3.1 |
-------------------------------------------------
-------------------------------------------------**********************---------------------------------------| 60%
| action_network/ | |
| Cooling_Setpoint_RL | -0.115605 |
| Heating_Setpoint_RL | -0.3899028 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.234833 |
| Heating_Setpoint_RL | 15.431797 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.37718382 |
| air_humidity | 0.66905093 |
| air_temperature | 1.4064904 |
| clg_setpoint | 0.9529561 |
| co2_emission | 0.0 |
| day_of_month | -0.81878585 |
| diffuse_solar_radiation | -0.78477585 |
| direct_solar_radiation | -0.6135911 |
| hour | 0.9407239 |
| htg_setpoint | -1.3141083 |
| month | 1.8269147 |
| outdoor_humidity | -0.38640204 |
| outdoor_temperature | 0.8660389 |
| people_occupant | 0.49867415 |
| total_electricity_HVAC | -0.39537093 |
| wind_direction | -0.5757981 |
| wind_speed | -0.78798014 |
| observation/ | |
| HVAC_electricity_demand_rate | 1016.24347 |
| air_humidity | 46.27425 |
| air_temperature | 25.524637 |
| clg_setpoint | 28.787628 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 61.0 |
| outdoor_temperature | 20.994892 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 914133.44 |
| wind_direction | 120.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------*********************---------------------------------------| 60%
| action_network/ | |
| Cooling_Setpoint_RL | -0.118324906 |
| Heating_Setpoint_RL | -0.81762683 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.225655 |
| Heating_Setpoint_RL | 13.025849 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.43732452 |
| air_humidity | 0.5252795 |
| air_temperature | 1.0345603 |
| clg_setpoint | 0.21308659 |
| co2_emission | 0.0 |
| day_of_month | -0.70337033 |
| diffuse_solar_radiation | -0.7848171 |
| direct_solar_radiation | -0.6144996 |
| hour | 1.0850195 |
| htg_setpoint | -1.3146582 |
| month | 1.808421 |
| outdoor_humidity | -0.15456216 |
| outdoor_temperature | 0.91449624 |
| people_occupant | -0.45442328 |
| total_electricity_HVAC | -0.45272157 |
| wind_direction | 0.123928815 |
| wind_speed | -0.56746006 |
| observation/ | |
| HVAC_electricity_demand_rate | 755.82745 |
| air_humidity | 44.4858 |
| air_temperature | 24.802282 |
| clg_setpoint | 26.96375 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 66.0 |
| outdoor_temperature | 21.551191 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 680244.7 |
| wind_direction | 190.0 |
| wind_speed | 3.6 |
--------------------------------------------------
-------------------------------------------------**********************---------------------------------------| 60%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.51848245 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 14.708536 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.47781092 |
| air_humidity | -1.2181023 |
| air_temperature | 0.22031577 |
| clg_setpoint | 0.94147503 |
| co2_emission | 0.0 |
| day_of_month | -0.5885004 |
| diffuse_solar_radiation | -0.78449875 |
| direct_solar_radiation | -0.6160512 |
| hour | 1.229246 |
| htg_setpoint | -1.3136498 |
| month | 1.7904779 |
| outdoor_humidity | 0.72253627 |
| outdoor_temperature | 1.1564339 |
| people_occupant | -0.69002396 |
| total_electricity_HVAC | -0.49130452 |
| wind_direction | 0.22196184 |
| wind_speed | -0.9986349 |
| observation/ | |
| HVAC_electricity_demand_rate | 575.9174 |
| air_humidity | 22.45254 |
| air_temperature | 23.213823 |
| clg_setpoint | 28.752773 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 85.0 |
| outdoor_temperature | 24.117476 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 518325.7 |
| wind_direction | 200.0 |
| wind_speed | 2.6 |
-------------------------------------------------
-------------------------------------------------***********************--------------------------------------| 61%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.49265057 |
| air_humidity | -1.8154253 |
| air_temperature | 0.077331126 |
| clg_setpoint | -0.17219889 |
| co2_emission | 0.0 |
| day_of_month | -0.47400776 |
| diffuse_solar_radiation | -0.78476304 |
| direct_solar_radiation | -0.61710596 |
| hour | 1.3733859 |
| htg_setpoint | 0.6923812 |
| month | 1.7730584 |
| outdoor_humidity | 1.1372119 |
| outdoor_temperature | 1.0119913 |
| people_occupant | -0.6876453 |
| total_electricity_HVAC | -0.5054929 |
| wind_direction | 0.12098572 |
| wind_speed | -0.77966976 |
| observation/ | |
| HVAC_electricity_demand_rate | 507.81885 |
| air_humidity | 14.729426 |
| air_temperature | 22.937141 |
| clg_setpoint | 26.014206 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 20.048813 |
| month | 8.0 |
| outdoor_humidity | 94.0 |
| outdoor_temperature | 22.690191 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 457036.97 |
| wind_direction | 190.0 |
| wind_speed | 3.1 |
-------------------------------------------------
-------------------------------------------------***********************--------------------------------------| 61%
| action_network/ | |
| Cooling_Setpoint_RL | 0.13753553 |
| Heating_Setpoint_RL | 0.89135134 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.089182 |
| Heating_Setpoint_RL | 22.638851 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.48106098 |
| air_humidity | 0.7298104 |
| air_temperature | -0.21112634 |
| clg_setpoint | 0.65206945 |
| co2_emission | 0.0 |
| day_of_month | -0.35975826 |
| diffuse_solar_radiation | -0.78356385 |
| direct_solar_radiation | -0.6165495 |
| hour | 1.5174193 |
| htg_setpoint | -1.3130015 |
| month | 1.7561376 |
| outdoor_humidity | 0.210063 |
| outdoor_temperature | 1.2217987 |
| people_occupant | -0.6884602 |
| total_electricity_HVAC | -0.4945509 |
| wind_direction | 1.1195431 |
| wind_speed | -0.7788717 |
| observation/ | |
| HVAC_electricity_demand_rate | 561.12646 |
| air_humidity | 46.98238 |
| air_temperature | 22.380983 |
| clg_setpoint | 28.03511 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 74.0 |
| outdoor_temperature | 24.948664 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 505013.8 |
| wind_direction | 290.0 |
| wind_speed | 3.1 |
-------------------------------------------------
-------------------------------------------------************************-------------------------------------| 62%
| action_network/ | |
| Cooling_Setpoint_RL | -0.9206117 |
| Heating_Setpoint_RL | 0.43971315 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.517935 |
| Heating_Setpoint_RL | 20.098387 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.48705217 |
| air_humidity | 0.44704416 |
| air_temperature | -0.2534758 |
| clg_setpoint | 1.4271976 |
| co2_emission | 0.0 |
| day_of_month | -0.2456503 |
| diffuse_solar_radiation | -0.784085 |
| direct_solar_radiation | -0.61765045 |
| hour | 1.6613247 |
| htg_setpoint | -0.6657178 |
| month | 1.7396922 |
| outdoor_humidity | 0.5834858 |
| outdoor_temperature | 1.178402 |
| people_occupant | -0.6892678 |
| total_electricity_HVAC | -0.50031936 |
| wind_direction | 0.41753083 |
| wind_speed | -0.9956115 |
| observation/ | |
| HVAC_electricity_demand_rate | 538.46826 |
| air_humidity | 43.41392 |
| air_temperature | 22.302912 |
| clg_setpoint | 29.937689 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 14.598387 |
| month | 8.0 |
| outdoor_humidity | 82.0 |
| outdoor_temperature | 24.59945 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 484621.44 |
| wind_direction | 220.0 |
| wind_speed | 2.6 |
-------------------------------------------------
--------------------------------------------------***********************-------------------------------------| 62%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.48884395 |
| air_humidity | 0.33681712 |
| air_temperature | -0.2628855 |
| clg_setpoint | 1.4541097 |
| co2_emission | 0.0 |
| day_of_month | -0.017649367 |
| diffuse_solar_radiation | -0.78436023 |
| direct_solar_radiation | -0.6187131 |
| hour | -1.6607492 |
| htg_setpoint | 0.8572762 |
| month | 1.7237004 |
| outdoor_humidity | 0.4444376 |
| outdoor_temperature | 1.3283691 |
| people_occupant | -0.69006824 |
| total_electricity_HVAC | -0.50205755 |
| wind_direction | 0.01703774 |
| wind_speed | -0.9947865 |
| observation/ | |
| HVAC_electricity_demand_rate | 534.87854 |
| air_humidity | 42.04454 |
| air_temperature | 22.289062 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 20.706009 |
| month | 8.0 |
| outdoor_humidity | 79.0 |
| outdoor_temperature | 26.256426 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 481390.72 |
| wind_direction | 180.0 |
| wind_speed | 2.6 |
--------------------------------------------------
--------------------------------------------------***********************-------------------------------------| 62%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.0072815293 |
| air_humidity | -0.16280586 |
| air_temperature | 0.23099875 |
| clg_setpoint | 1.4558342 |
| co2_emission | 0.0 |
| day_of_month | 0.0965969 |
| diffuse_solar_radiation | -0.7844682 |
| direct_solar_radiation | -0.61957127 |
| hour | -1.5158533 |
| htg_setpoint | 1.4911015 |
| month | 1.7081416 |
| outdoor_humidity | 0.9561995 |
| outdoor_temperature | 1.0897843 |
| people_occupant | -0.6908616 |
| total_electricity_HVAC | -0.02937731 |
| wind_direction | -0.78338224 |
| wind_speed | -1.2089523 |
| observation/ | |
| HVAC_electricity_demand_rate | 2700.6208 |
| air_humidity | 35.744995 |
| air_temperature | 23.250217 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 8.0 |
| outdoor_humidity | 90.0 |
| outdoor_temperature | 23.847324 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2430558.8 |
| wind_direction | 100.0 |
| wind_speed | 2.1 |
--------------------------------------------------
-------------------------------------------------************************-------------------------------------| 62%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.95111537 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 22.975025 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.49800166 |
| air_humidity | -0.17821738 |
| air_temperature | -0.12522359 |
| clg_setpoint | 1.4570475 |
| co2_emission | 0.0 |
| day_of_month | 0.21081619 |
| diffuse_solar_radiation | -0.78463215 |
| direct_solar_radiation | -0.62014395 |
| hour | -1.3710742 |
| htg_setpoint | -0.13857667 |
| month | 1.6929966 |
| outdoor_humidity | 0.95447886 |
| outdoor_temperature | 1.1693178 |
| people_occupant | -0.69164795 |
| total_electricity_HVAC | -0.51092416 |
| wind_direction | -1.3806523 |
| wind_speed | -0.7712948 |
| observation/ | |
| HVAC_electricity_demand_rate | 502.17807 |
| air_humidity | 35.582977 |
| air_temperature | 22.564451 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 16.716124 |
| month | 8.0 |
| outdoor_humidity | 90.0 |
| outdoor_temperature | 24.778837 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 451960.28 |
| wind_direction | 40.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------************************------------------------------------| 63%
| action_network/ | |
| Cooling_Setpoint_RL | 0.25413147 |
| Heating_Setpoint_RL | 0.9628136 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.482693 |
| Heating_Setpoint_RL | 23.040827 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.510593 |
| air_humidity | -1.5699636 |
| air_temperature | -0.1365775 |
| clg_setpoint | -1.2901235 |
| co2_emission | 0.0 |
| day_of_month | 0.3249799 |
| diffuse_solar_radiation | -0.7845927 |
| direct_solar_radiation | -0.6195998 |
| hour | -1.2263894 |
| htg_setpoint | -0.090362675 |
| month | 1.6782475 |
| outdoor_humidity | -0.5344901 |
| outdoor_temperature | 1.1760105 |
| people_occupant | -0.6893252 |
| total_electricity_HVAC | -0.5229509 |
| wind_direction | -1.5720636 |
| wind_speed | 0.35993674 |
| observation/ | |
| HVAC_electricity_demand_rate | 443.7409 |
| air_humidity | 17.916767 |
| air_temperature | 22.54522 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 16.910467 |
| month | 8.0 |
| outdoor_humidity | 58.0 |
| outdoor_temperature | 24.949455 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 399366.8 |
| wind_direction | 20.0 |
| wind_speed | 5.7 |
--------------------------------------------------
-------------------------------------------------*************************------------------------------------| 63%
| action_network/ | |
| Cooling_Setpoint_RL | 0.26838297 |
| Heating_Setpoint_RL | 0.07043484 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.530792 |
| Heating_Setpoint_RL | 18.021196 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.62226844 |
| air_humidity | -2.0332174 |
| air_temperature | 0.22737509 |
| clg_setpoint | -0.6670394 |
| co2_emission | 0.0 |
| day_of_month | 0.4390307 |
| diffuse_solar_radiation | -0.78464 |
| direct_solar_radiation | -0.62081456 |
| hour | -1.0817788 |
| htg_setpoint | 1.4898438 |
| month | 1.6638772 |
| outdoor_humidity | 0.029255407 |
| outdoor_temperature | 0.7370565 |
| people_occupant | -0.68702567 |
| total_electricity_HVAC | 0.7199127 |
| wind_direction | -1.3643097 |
| wind_speed | -0.12137623 |
| observation/ | |
| HVAC_electricity_demand_rate | 5360.505 |
| air_humidity | 11.823363 |
| air_temperature | 23.249939 |
| clg_setpoint | 24.781168 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 23.25 |
| month | 8.0 |
| outdoor_humidity | 70.0 |
| outdoor_temperature | 20.422712 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 5494404.5 |
| wind_direction | 40.0 |
| wind_speed | 4.6 |
-------------------------------------------------
-------------------------------------------------*************************------------------------------------| 63%
| action_network/ | |
| Cooling_Setpoint_RL | -0.28082305 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.677223 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.8596991 |
| air_humidity | 0.83533996 |
| air_temperature | 0.22538324 |
| clg_setpoint | -0.7802639 |
| co2_emission | 0.0 |
| day_of_month | 0.5528832 |
| diffuse_solar_radiation | -0.29276142 |
| direct_solar_radiation | -0.22660764 |
| hour | -0.93722445 |
| htg_setpoint | 1.4888402 |
| month | 1.6498699 |
| outdoor_humidity | 0.63705415 |
| outdoor_temperature | 0.39602697 |
| people_occupant | -0.68781745 |
| total_electricity_HVAC | 1.1153922 |
| wind_direction | -1.4582344 |
| wind_speed | 0.14123668 |
| observation/ | |
| HVAC_electricity_demand_rate | 6385.677 |
| air_humidity | 48.308212 |
| air_temperature | 23.249338 |
| clg_setpoint | 24.500055 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 52.5 |
| direct_solar_radiation | 100.0 |
| hour | 5.0 |
| htg_setpoint | 23.25 |
| month | 8.0 |
| outdoor_humidity | 83.0 |
| outdoor_temperature | 16.87953 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 7110154.0 |
| wind_direction | 30.0 |
| wind_speed | 5.2 |
-------------------------------------------------
-------------------------------------------------*************************------------------------------------| 63%
| action_network/ | |
| Cooling_Setpoint_RL | 0.023303822 |
| Heating_Setpoint_RL | 0.48075628 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.703651 |
| Heating_Setpoint_RL | 20.329254 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4206954 |
| air_humidity | 0.003440279 |
| air_temperature | -0.38010883 |
| clg_setpoint | -0.43538782 |
| co2_emission | 0.0 |
| day_of_month | 0.666425 |
| diffuse_solar_radiation | -0.11506228 |
| direct_solar_radiation | 1.0559604 |
| hour | -0.79271156 |
| htg_setpoint | 0.32318166 |
| month | 1.6362106 |
| outdoor_humidity | -0.15249969 |
| outdoor_temperature | 0.93089676 |
| people_occupant | -0.6886024 |
| total_electricity_HVAC | -0.41837278 |
| wind_direction | 0.73987985 |
| wind_speed | -0.5564629 |
| observation/ | |
| HVAC_electricity_demand_rate | 835.90967 |
| air_humidity | 37.76725 |
| air_temperature | 22.085892 |
| clg_setpoint | 25.343689 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 71.5 |
| direct_solar_radiation | 425.0 |
| hour | 6.0 |
| htg_setpoint | 18.575974 |
| month | 8.0 |
| outdoor_humidity | 66.0 |
| outdoor_temperature | 22.559618 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 830709.2 |
| wind_direction | 250.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------*************************-----------------------------------| 64%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.25361535 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 16.198414 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.44971552 |
| air_humidity | -0.3081796 |
| air_temperature | -0.096490405 |
| clg_setpoint | 1.4204968 |
| co2_emission | 0.0 |
| day_of_month | 0.77951753 |
| diffuse_solar_radiation | 0.04097795 |
| direct_solar_radiation | 2.190152 |
| hour | -0.64822733 |
| htg_setpoint | -1.3147632 |
| month | 1.6228849 |
| outdoor_humidity | -1.1287813 |
| outdoor_temperature | 1.3137963 |
| people_occupant | -0.6893806 |
| total_electricity_HVAC | -0.47321492 |
| wind_direction | 1.5365777 |
| wind_speed | 0.58372366 |
| observation/ | |
| HVAC_electricity_demand_rate | 714.11304 |
| air_humidity | 33.841095 |
| air_temperature | 22.635456 |
| clg_setpoint | 29.901182 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 88.0 |
| direct_solar_radiation | 715.0 |
| hour | 7.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 45.0 |
| outdoor_temperature | 26.69904 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 610016.8 |
| wind_direction | 330.0 |
| wind_speed | 6.2 |
--------------------------------------------------
-------------------------------------------------**************************-----------------------------------| 64%
| action_network/ | |
| Cooling_Setpoint_RL | 0.6551806 |
| Heating_Setpoint_RL | -0.67107904 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.836235 |
| Heating_Setpoint_RL | 13.850181 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.22745422 |
| air_humidity | 0.68039244 |
| air_temperature | 0.22033916 |
| clg_setpoint | -1.2863528 |
| co2_emission | 0.0 |
| day_of_month | 0.89199823 |
| diffuse_solar_radiation | 1.5972313 |
| direct_solar_radiation | 1.1245112 |
| hour | -0.50376165 |
| htg_setpoint | -0.57251346 |
| month | 1.6098796 |
| outdoor_humidity | -0.9809919 |
| outdoor_temperature | 0.8216934 |
| people_occupant | 1.6913102 |
| total_electricity_HVAC | 0.3357551 |
| wind_direction | -1.557872 |
| wind_speed | -0.11844815 |
| observation/ | |
| HVAC_electricity_demand_rate | 3643.873 |
| air_humidity | 46.39697 |
| air_temperature | 23.249859 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 253.5 |
| direct_solar_radiation | 445.5 |
| hour | 8.0 |
| htg_setpoint | 14.976498 |
| month | 8.0 |
| outdoor_humidity | 48.0 |
| outdoor_temperature | 21.561728 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 3915634.5 |
| wind_direction | 20.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------*************************-----------------------------------| 64%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.6562818 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 21.316586 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.30865803 |
| air_humidity | -0.50095856 |
| air_temperature | -0.052758295 |
| clg_setpoint | -0.45123437 |
| co2_emission | 0.0 |
| day_of_month | 1.003682 |
| diffuse_solar_radiation | 1.4112076 |
| direct_solar_radiation | 1.858331 |
| hour | -0.3593064 |
| htg_setpoint | -0.7069858 |
| month | 1.597182 |
| outdoor_humidity | -0.8402536 |
| outdoor_temperature | 1.3025626 |
| people_occupant | -0.690917 |
| total_electricity_HVAC | -0.3335493 |
| wind_direction | 0.832657 |
| wind_speed | 0.5841779 |
| observation/ | |
| HVAC_electricity_demand_rate | 1326.0413 |
| air_humidity | 31.465088 |
| air_temperature | 22.72759 |
| clg_setpoint | 25.29974 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 234.0 |
| direct_solar_radiation | 632.5 |
| hour | 9.0 |
| htg_setpoint | 14.43227 |
| month | 8.0 |
| outdoor_humidity | 51.0 |
| outdoor_temperature | 26.683355 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1182500.6 |
| wind_direction | 260.0 |
| wind_speed | 6.2 |
| train/ | |
| approx_kl | 0.007328547 |
| clip_fraction | 0.0867 |
| clip_range | 0.2 |
| entropy_loss | -2.83 |
| explained_variance | 0.806 |
| learning_rate | 0.0003 |
| loss | 1.99 |
| n_updates | 110 |
| policy_gradient_loss | -0.0105 |
| std | 0.994 |
| value_loss | 4.73 |
--------------------------------------------------
-------------------------------------------------***************************----------------------------------| 65%
| action_network/ | |
| Cooling_Setpoint_RL | 0.24495539 |
| Heating_Setpoint_RL | 0.52583665 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.451725 |
| Heating_Setpoint_RL | 20.582832 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.0397319 |
| air_humidity | -1.1559664 |
| air_temperature | 0.047704134 |
| clg_setpoint | -1.2858752 |
| co2_emission | 0.0 |
| day_of_month | 1.1143639 |
| diffuse_solar_radiation | 1.1791459 |
| direct_solar_radiation | 2.235054 |
| hour | -0.21485594 |
| htg_setpoint | 0.8741439 |
| month | 1.5847802 |
| outdoor_humidity | -1.6212004 |
| outdoor_temperature | 0.9811238 |
| people_occupant | -0.68866974 |
| total_electricity_HVAC | 0.018914554 |
| wind_direction | -1.7564504 |
| wind_speed | 0.14174646 |
| observation/ | |
| HVAC_electricity_demand_rate | 2480.3218 |
| air_humidity | 23.09618 |
| air_temperature | 22.92202 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 209.5 |
| direct_solar_radiation | 729.0 |
| hour | 10.0 |
| htg_setpoint | 20.772663 |
| month | 8.0 |
| outdoor_humidity | 34.0 |
| outdoor_temperature | 23.3514 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2613195.8 |
| wind_direction | 0.0 |
| wind_speed | 5.2 |
-------------------------------------------------
--------------------------------------------------**************************----------------------------------| 65%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.32286552 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.441118 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.2344295 |
| air_humidity | 1.1858023 |
| air_temperature | 0.21706979 |
| clg_setpoint | -1.2858535 |
| co2_emission | 0.0 |
| day_of_month | 1.223822 |
| diffuse_solar_radiation | 1.221841 |
| direct_solar_radiation | 1.5715821 |
| hour | -0.070406824 |
| htg_setpoint | -1.3130578 |
| month | 1.572663 |
| outdoor_humidity | -0.7806864 |
| outdoor_temperature | 1.1376115 |
| people_occupant | 1.2205443 |
| total_electricity_HVAC | 1.2526789 |
| wind_direction | 0.13715425 |
| wind_speed | -0.11962144 |
| observation/ | |
| HVAC_electricity_demand_rate | 7957.938 |
| air_humidity | 52.725227 |
| air_temperature | 23.24937 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 214.0 |
| direct_solar_radiation | 561.0 |
| hour | 11.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 52.0 |
| outdoor_temperature | 25.047209 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 7623451.5 |
| wind_direction | 190.0 |
| wind_speed | 4.6 |
--------------------------------------------------
-------------------------------------------------***************************----------------------------------| 65%
| action_network/ | |
| Cooling_Setpoint_RL | -0.815019 |
| Heating_Setpoint_RL | -0.90468824 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.874311 |
| Heating_Setpoint_RL | 12.536129 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.37846 |
| air_humidity | 1.0051094 |
| air_temperature | 0.21603408 |
| clg_setpoint | -1.2851567 |
| co2_emission | 0.0 |
| day_of_month | 1.3318207 |
| diffuse_solar_radiation | 1.523637 |
| direct_solar_radiation | 1.156488 |
| hour | 0.07404228 |
| htg_setpoint | 0.43823466 |
| month | 1.5608194 |
| outdoor_humidity | -0.17827147 |
| outdoor_temperature | 1.3553251 |
| people_occupant | 0.2652023 |
| total_electricity_HVAC | 1.3954896 |
| wind_direction | 0.036228288 |
| wind_speed | 0.14307831 |
| observation/ | |
| HVAC_electricity_demand_rate | 8570.225 |
| air_humidity | 50.460617 |
| air_temperature | 23.249622 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 246.0 |
| direct_solar_radiation | 455.5 |
| hour | 12.0 |
| htg_setpoint | 19.021769 |
| month | 8.0 |
| outdoor_humidity | 65.0 |
| outdoor_temperature | 27.393848 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 8197692.0 |
| wind_direction | 180.0 |
| wind_speed | 5.2 |
-------------------------------------------------
-------------------------------------------------***************************----------------------------------| 65%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.48346853 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 14.905489 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.52732855 |
| air_humidity | 1.0215408 |
| air_temperature | 0.21464732 |
| clg_setpoint | -1.2837762 |
| co2_emission | 0.0 |
| day_of_month | 1.4381145 |
| diffuse_solar_radiation | 0.5884428 |
| direct_solar_radiation | 2.2609627 |
| hour | 0.21849057 |
| htg_setpoint | -1.037094 |
| month | 1.5492394 |
| outdoor_humidity | -1.2477778 |
| outdoor_temperature | 1.0982655 |
| people_occupant | 1.2169536 |
| total_electricity_HVAC | 0.58646005 |
| wind_direction | -0.6562885 |
| wind_speed | 0.3651423 |
| observation/ | |
| HVAC_electricity_demand_rate | 4910.7656 |
| air_humidity | 50.696198 |
| air_temperature | 23.249996 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 146.5 |
| direct_solar_radiation | 737.5 |
| hour | 13.0 |
| htg_setpoint | 13.102337 |
| month | 8.0 |
| outdoor_humidity | 42.0 |
| outdoor_temperature | 24.733116 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 4911140.5 |
| wind_direction | 110.0 |
| wind_speed | 5.7 |
-------------------------------------------------
-------------------------------------------------****************************---------------------------------| 66%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.586774 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 14.324396 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.419872 |
| air_humidity | 1.3058262 |
| air_temperature | 0.213065 |
| clg_setpoint | -1.282455 |
| co2_emission | 0.0 |
| day_of_month | 1.5424525 |
| diffuse_solar_radiation | 0.5793461 |
| direct_solar_radiation | 2.03754 |
| hour | 0.36293516 |
| htg_setpoint | 1.4902704 |
| month | 1.5379134 |
| outdoor_humidity | -0.40921006 |
| outdoor_temperature | 1.0904247 |
| people_occupant | 1.691139 |
| total_electricity_HVAC | 1.5742004 |
| wind_direction | 0.14287704 |
| wind_speed | -0.5601868 |
| observation/ | |
| HVAC_electricity_demand_rate | 8733.14 |
| air_humidity | 54.32549 |
| air_temperature | 23.249233 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 145.5 |
| direct_solar_radiation | 682.0 |
| hour | 14.0 |
| htg_setpoint | 23.25 |
| month | 8.0 |
| outdoor_humidity | 60.0 |
| outdoor_temperature | 24.676712 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 8908949.0 |
| wind_direction | 190.0 |
| wind_speed | 3.6 |
-------------------------------------------------
-------------------------------------------------****************************---------------------------------| 66%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.3081755 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.891513 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.3913204 |
| air_humidity | 0.31573388 |
| air_temperature | 1.2267097 |
| clg_setpoint | -0.49203286 |
| co2_emission | 0.0 |
| day_of_month | 1.6445816 |
| diffuse_solar_radiation | 0.2839306 |
| direct_solar_radiation | 1.6354795 |
| hour | 0.5073711 |
| htg_setpoint | -0.5898267 |
| month | 1.5268323 |
| outdoor_humidity | -2.2680438 |
| outdoor_temperature | 1.5074387 |
| people_occupant | 1.688733 |
| total_electricity_HVAC | 0.40346786 |
| wind_direction | -1.4423833 |
| wind_speed | -0.11488783 |
| observation/ | |
| HVAC_electricity_demand_rate | 4322.867 |
| air_humidity | 41.82029 |
| air_temperature | 25.188402 |
| clg_setpoint | 25.188997 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 114.0 |
| direct_solar_radiation | 581.0 |
| hour | 15.0 |
| htg_setpoint | 14.902382 |
| month | 8.0 |
| outdoor_humidity | 20.0 |
| outdoor_temperature | 29.145077 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 4165976.2 |
| wind_direction | 30.0 |
| wind_speed | 4.6 |
-------------------------------------------------
-------------------------------------------------****************************---------------------------------| 66%
| action_network/ | |
| Cooling_Setpoint_RL | -0.28313622 |
| Heating_Setpoint_RL | -0.76489955 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.669415 |
| Heating_Setpoint_RL | 13.32244 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.20163757 |
| air_humidity | -0.759177 |
| air_temperature | 0.27055913 |
| clg_setpoint | -0.39846137 |
| co2_emission | 0.0 |
| day_of_month | 1.7442526 |
| diffuse_solar_radiation | -0.24741887 |
| direct_solar_radiation | 1.2847477 |
| hour | 0.6517916 |
| htg_setpoint | -1.3122796 |
| month | 1.5159874 |
| outdoor_humidity | 0.33968857 |
| outdoor_temperature | 1.1852139 |
| people_occupant | -0.6902302 |
| total_electricity_HVAC | -0.23607005 |
| wind_direction | 0.24370067 |
| wind_speed | 1.9623824 |
| observation/ | |
| HVAC_electricity_demand_rate | 1781.3649 |
| air_humidity | 28.255836 |
| air_temperature | 23.362242 |
| clg_setpoint | 25.417427 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 57.5 |
| direct_solar_radiation | 492.5 |
| hour | 16.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 76.0 |
| outdoor_temperature | 25.78746 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1576150.0 |
| wind_direction | 200.0 |
| wind_speed | 9.3 |
-------------------------------------------------
--------------------------------------------------***************************---------------------------------| 66%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.043669045 |
| air_humidity | -1.726838 |
| air_temperature | 0.3510199 |
| clg_setpoint | -1.1717207 |
| co2_emission | 0.0 |
| day_of_month | -1.6629037 |
| diffuse_solar_radiation | -0.4924283 |
| direct_solar_radiation | -0.5596941 |
| hour | 0.79618764 |
| htg_setpoint | -1.1812211 |
| month | 1.9343375 |
| outdoor_humidity | -1.5675772 |
| outdoor_temperature | 1.3558978 |
| people_occupant | -0.68805367 |
| total_electricity_HVAC | -0.032893535 |
| wind_direction | 1.5290543 |
| wind_speed | 0.15223275 |
| observation/ | |
| HVAC_electricity_demand_rate | 2449.9666 |
| air_humidity | 15.9353285 |
| air_temperature | 23.515856 |
| clg_setpoint | 23.518545 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 31.5 |
| direct_solar_radiation | 19.5 |
| hour | 17.0 |
| htg_setpoint | 12.521285 |
| month | 9.0 |
| outdoor_humidity | 35.0 |
| outdoor_temperature | 27.667246 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2390471.8 |
| wind_direction | 330.0 |
| wind_speed | 5.2 |
--------------------------------------------------
-------------------------------------------------*****************************--------------------------------| 67%
| action_network/ | |
| Cooling_Setpoint_RL | -0.94562656 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.43351 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.005157273 |
| air_humidity | 1.2351272 |
| air_temperature | 0.21021192 |
| clg_setpoint | -1.27984 |
| co2_emission | 0.0 |
| day_of_month | -1.5379233 |
| diffuse_solar_radiation | -0.7901031 |
| direct_solar_radiation | -0.63567775 |
| hour | 0.94054866 |
| htg_setpoint | 0.48421577 |
| month | 1.9150321 |
| outdoor_humidity | 0.20522769 |
| outdoor_temperature | 0.73409396 |
| people_occupant | 0.5032149 |
| total_electricity_HVAC | 0.1701873 |
| wind_direction | -1.7401673 |
| wind_speed | -2.1457107 |
| observation/ | |
| HVAC_electricity_demand_rate | 2656.1526 |
| air_humidity | 53.358818 |
| air_temperature | 23.249943 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 19.212082 |
| month | 9.0 |
| outdoor_humidity | 73.0 |
| outdoor_temperature | 21.13159 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 3206397.8 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
-------------------------------------------------*****************************--------------------------------| 67%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.45600408 |
| air_humidity | 0.9208458 |
| air_temperature | 0.5875917 |
| clg_setpoint | -0.8576887 |
| co2_emission | 0.0 |
| day_of_month | -1.415442 |
| diffuse_solar_radiation | -0.7903017 |
| direct_solar_radiation | -0.63668436 |
| hour | 1.084862 |
| htg_setpoint | 1.4878559 |
| month | 1.8962935 |
| outdoor_humidity | -0.6306387 |
| outdoor_temperature | 0.89013714 |
| people_occupant | -0.45118454 |
| total_electricity_HVAC | -0.4717392 |
| wind_direction | 0.14497809 |
| wind_speed | -0.7696535 |
| observation/ | |
| HVAC_electricity_demand_rate | 694.94055 |
| air_humidity | 49.397068 |
| air_temperature | 23.96936 |
| clg_setpoint | 24.283924 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 55.0 |
| outdoor_temperature | 22.820602 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 625446.5 |
| wind_direction | 190.0 |
| wind_speed | 3.1 |
-------------------------------------------------
-------------------------------------------------*****************************--------------------------------| 67%
| action_network/ | |
| Cooling_Setpoint_RL | 0.072315395 |
| Heating_Setpoint_RL | -0.07389864 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.869064 |
| Heating_Setpoint_RL | 17.20932 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.46901858 |
| air_humidity | 0.8446213 |
| air_temperature | 0.11793104 |
| clg_setpoint | -1.2766292 |
| co2_emission | 0.0 |
| day_of_month | -1.295025 |
| diffuse_solar_radiation | -0.7903185 |
| direct_solar_radiation | -0.6375913 |
| hour | 1.2291133 |
| htg_setpoint | 0.6454666 |
| month | 1.8780944 |
| outdoor_humidity | -0.21047753 |
| outdoor_temperature | 0.88834083 |
| people_occupant | -0.45205688 |
| total_electricity_HVAC | -0.48419434 |
| wind_direction | 0.1434492 |
| wind_speed | -0.1036499 |
| observation/ | |
| HVAC_electricity_demand_rate | 641.40393 |
| air_humidity | 48.462822 |
| air_temperature | 23.078838 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 19.867966 |
| month | 9.0 |
| outdoor_humidity | 64.0 |
| outdoor_temperature | 22.836067 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 577263.56 |
| wind_direction | 190.0 |
| wind_speed | 4.6 |
-------------------------------------------------
-------------------------------------------------******************************-------------------------------| 68%
| action_network/ | |
| Cooling_Setpoint_RL | -0.3473787 |
| Heating_Setpoint_RL | 0.83676535 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.452597 |
| Heating_Setpoint_RL | 22.331804 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.44083697 |
| air_humidity | 0.6575294 |
| air_temperature | 0.030915337 |
| clg_setpoint | -1.276147 |
| co2_emission | 0.0 |
| day_of_month | -1.1762962 |
| diffuse_solar_radiation | -0.79043585 |
| direct_solar_radiation | -0.63820654 |
| hour | 1.3732864 |
| htg_setpoint | 1.4025167 |
| month | 1.8604095 |
| outdoor_humidity | 0.022486856 |
| outdoor_temperature | 1.0130731 |
| people_occupant | -0.69099313 |
| total_electricity_HVAC | -0.45742399 |
| wind_direction | 0.73711914 |
| wind_speed | -0.98679096 |
| observation/ | |
| HVAC_electricity_demand_rate | 762.95575 |
| air_humidity | 46.117172 |
| air_temperature | 22.91643 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 22.908531 |
| month | 9.0 |
| outdoor_humidity | 69.0 |
| outdoor_temperature | 24.19406 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 686660.2 |
| wind_direction | 250.0 |
| wind_speed | 2.6 |
-------------------------------------------------
-------------------------------------------------******************************-------------------------------| 68%
| action_network/ | |
| Cooling_Setpoint_RL | -0.7880953 |
| Heating_Setpoint_RL | 0.5998314 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.965178 |
| Heating_Setpoint_RL | 20.99905 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4962427 |
| air_humidity | 0.56864643 |
| air_temperature | -0.09502134 |
| clg_setpoint | -0.10319377 |
| co2_emission | 0.0 |
| day_of_month | -1.0589299 |
| diffuse_solar_radiation | -0.7899443 |
| direct_solar_radiation | -0.63923746 |
| hour | 1.5173633 |
| htg_setpoint | -0.98520124 |
| month | 1.8432149 |
| outdoor_humidity | 0.86494094 |
| outdoor_temperature | 0.8738027 |
| people_occupant | -0.69171315 |
| total_electricity_HVAC | -0.5099751 |
| wind_direction | -0.2545984 |
| wind_speed | -0.9853514 |
| observation/ | |
| HVAC_electricity_demand_rate | 530.26624 |
| air_humidity | 45.015812 |
| air_temperature | 22.680368 |
| clg_setpoint | 26.132439 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 13.321995 |
| month | 9.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 22.762388 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 478375.44 |
| wind_direction | 150.0 |
| wind_speed | 2.6 |
-------------------------------------------------
-------------------------------------------------******************************-------------------------------| 68%
| action_network/ | |
| Cooling_Setpoint_RL | -0.68430895 |
| Heating_Setpoint_RL | 0.674995 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.315456 |
| Heating_Setpoint_RL | 21.421846 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5175316 |
| air_humidity | -1.2304726 |
| air_temperature | -0.2859282 |
| clg_setpoint | -0.94651836 |
| co2_emission | 0.0 |
| day_of_month | -0.94264436 |
| diffuse_solar_radiation | -0.7900297 |
| direct_solar_radiation | -0.63974184 |
| hour | 1.6613247 |
| htg_setpoint | 0.7285015 |
| month | 1.8264884 |
| outdoor_humidity | 0.8632456 |
| outdoor_temperature | 0.88968366 |
| people_occupant | -0.6895836 |
| total_electricity_HVAC | -0.5305344 |
| wind_direction | 0.5391984 |
| wind_speed | -0.5427035 |
| observation/ | |
| HVAC_electricity_demand_rate | 437.28717 |
| air_humidity | 22.293077 |
| air_temperature | 22.319862 |
| clg_setpoint | 24.058542 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 20.20343 |
| month | 9.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 22.972101 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 393558.47 |
| wind_direction | 230.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------******************************------------------------------| 69%
| action_network/ | |
| Cooling_Setpoint_RL | 0.33729756 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.763378 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5334828 |
| air_humidity | -1.9452816 |
| air_temperature | -0.2894777 |
| clg_setpoint | -0.030366203 |
| co2_emission | 0.0 |
| day_of_month | -0.71461207 |
| diffuse_solar_radiation | -0.7898018 |
| direct_solar_radiation | -0.6390011 |
| hour | -1.6608065 |
| htg_setpoint | 0.75422627 |
| month | 1.8102092 |
| outdoor_humidity | 0.5804075 |
| outdoor_temperature | 0.5194091 |
| people_occupant | -0.68747354 |
| total_electricity_HVAC | -0.5457581 |
| wind_direction | -1.0487183 |
| wind_speed | -1.2054832 |
| observation/ | |
| HVAC_electricity_demand_rate | 366.58527 |
| air_humidity | 13.097323 |
| air_temperature | 22.314934 |
| clg_setpoint | 26.313646 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 20.310444 |
| month | 9.0 |
| outdoor_humidity | 81.0 |
| outdoor_temperature | 19.086994 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 329926.75 |
| wind_direction | 70.0 |
| wind_speed | 2.1 |
--------------------------------------------------
-------------------------------------------------*******************************------------------------------| 69%
| action_network/ | |
| Cooling_Setpoint_RL | 0.20657578 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.322193 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5163411 |
| air_humidity | 0.87911016 |
| air_temperature | -0.6360668 |
| clg_setpoint | 1.4686173 |
| co2_emission | 0.0 |
| day_of_month | -0.59970415 |
| diffuse_solar_radiation | -0.7898174 |
| direct_solar_radiation | -0.63816565 |
| hour | -1.5159532 |
| htg_setpoint | -0.19230533 |
| month | 1.7943575 |
| outdoor_humidity | 0.2968511 |
| outdoor_temperature | 0.544591 |
| people_occupant | -0.6881981 |
| total_electricity_HVAC | -0.52953476 |
| wind_direction | 1.6368849 |
| wind_speed | 0.39397314 |
| observation/ | |
| HVAC_electricity_demand_rate | 440.62497 |
| air_humidity | 48.89385 |
| air_temperature | 21.663795 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 16.514261 |
| month | 9.0 |
| outdoor_humidity | 75.0 |
| outdoor_temperature | 19.37962 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 396562.47 |
| wind_direction | 340.0 |
| wind_speed | 5.7 |
-------------------------------------------------
-------------------------------------------------*******************************------------------------------| 69%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.9947218 |
| air_humidity | -0.5099223 |
| air_temperature | 0.20236321 |
| clg_setpoint | 0.08011453 |
| co2_emission | 0.0 |
| day_of_month | -0.4852144 |
| diffuse_solar_radiation | -0.7890735 |
| direct_solar_radiation | -0.63890815 |
| hour | -1.371205 |
| htg_setpoint | 1.48435 |
| month | 1.7789153 |
| outdoor_humidity | -0.30874646 |
| outdoor_temperature | -0.17556447 |
| people_occupant | -0.688917 |
| total_electricity_HVAC | 1.235662 |
| wind_direction | -1.5380833 |
| wind_speed | -0.53952277 |
| observation/ | |
| HVAC_electricity_demand_rate | 6806.8633 |
| air_humidity | 31.330225 |
| air_temperature | 23.25003 |
| clg_setpoint | 26.582819 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 62.0 |
| outdoor_temperature | 11.788204 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 7430651.0 |
| wind_direction | 20.0 |
| wind_speed | 3.6 |
-------------------------------------------------
-------------------------------------------------*******************************------------------------------| 69%
| action_network/ | |
| Cooling_Setpoint_RL | -0.18403631 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.003878 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.60124505 |
| air_humidity | 0.8671202 |
| air_temperature | -0.29424444 |
| clg_setpoint | 0.17831619 |
| co2_emission | 0.0 |
| day_of_month | -0.37100813 |
| diffuse_solar_radiation | -0.78917086 |
| direct_solar_radiation | -0.6397367 |
| hour | -1.2265414 |
| htg_setpoint | 0.17680515 |
| month | 1.7638649 |
| outdoor_humidity | -0.07074028 |
| outdoor_temperature | 0.3504458 |
| people_occupant | -0.68963015 |
| total_electricity_HVAC | -0.61041206 |
| wind_direction | 1.1362139 |
| wind_speed | -0.7604889 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 48.730114 |
| air_temperature | 22.315607 |
| clg_setpoint | 26.823168 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 17.99855 |
| month | 9.0 |
| outdoor_humidity | 67.0 |
| outdoor_temperature | 17.353022 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 290.0 |
| wind_speed | 3.1 |
-------------------------------------------------
-------------------------------------------------********************************-----------------------------| 70%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.5646814 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 14.448668 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5212016 |
| air_humidity | 0.1669412 |
| air_temperature | -0.64200336 |
| clg_setpoint | -0.1908779 |
| co2_emission | 0.0 |
| day_of_month | -0.25697947 |
| diffuse_solar_radiation | -0.7890518 |
| direct_solar_radiation | -0.64016885 |
| hour | -1.0819445 |
| htg_setpoint | 0.23670387 |
| month | 1.7491901 |
| outdoor_humidity | 0.3521607 |
| outdoor_temperature | 0.8252256 |
| people_occupant | -0.6903377 |
| total_electricity_HVAC | -0.53428125 |
| wind_direction | 0.44177946 |
| wind_speed | -0.09374914 |
| observation/ | |
| HVAC_electricity_demand_rate | 425.42987 |
| air_humidity | 39.931408 |
| air_temperature | 21.663052 |
| clg_setpoint | 25.913252 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 18.240896 |
| month | 9.0 |
| outdoor_humidity | 76.0 |
| outdoor_temperature | 22.384584 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 382886.9 |
| wind_direction | 220.0 |
| wind_speed | 4.6 |
-------------------------------------------------
-------------------------------------------------********************************-----------------------------| 70%
| action_network/ | |
| Cooling_Setpoint_RL | -0.34872806 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.448044 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5233945 |
| air_humidity | -0.22070584 |
| air_temperature | 0.08319644 |
| clg_setpoint | 0.18305245 |
| co2_emission | 0.0 |
| day_of_month | -0.14305043 |
| diffuse_solar_radiation | -0.58022875 |
| direct_solar_radiation | -0.63311213 |
| hour | -0.93739843 |
| htg_setpoint | 0.12304067 |
| month | 1.7348757 |
| outdoor_humidity | 1.3356982 |
| outdoor_temperature | 0.6445153 |
| people_occupant | -0.69103974 |
| total_electricity_HVAC | -0.5363868 |
| wind_direction | 0.44116706 |
| wind_speed | -0.7616157 |
| observation/ | |
| HVAC_electricity_demand_rate | 417.8615 |
| air_humidity | 35.082703 |
| air_temperature | 23.031837 |
| clg_setpoint | 26.83073 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 22.0 |
| direct_solar_radiation | 1.5 |
| hour | 5.0 |
| htg_setpoint | 17.784397 |
| month | 9.0 |
| outdoor_humidity | 97.0 |
| outdoor_temperature | 20.518509 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 376075.38 |
| wind_direction | 220.0 |
| wind_speed | 3.1 |
| train/ | |
| approx_kl | 0.008502568 |
| clip_fraction | 0.108 |
| clip_range | 0.2 |
| entropy_loss | -2.85 |
| explained_variance | 0.743 |
| learning_rate | 0.0003 |
| loss | 1.21 |
| n_updates | 120 |
| policy_gradient_loss | -0.0118 |
| std | 1.02 |
| value_loss | 2.9 |
-------------------------------------------------
--------------------------------------------------*******************************-----------------------------| 70%
| action_network/ | |
| Cooling_Setpoint_RL | 0.2085734 |
| Heating_Setpoint_RL | -0.49315524 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.328936 |
| Heating_Setpoint_RL | 14.851002 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.07336473 |
| air_humidity | 0.13258375 |
| air_temperature | 0.1992712 |
| clg_setpoint | -0.226284 |
| co2_emission | 0.0 |
| day_of_month | -0.029169999 |
| diffuse_solar_radiation | 0.0035180373 |
| direct_solar_radiation | 0.47097227 |
| hour | -0.7928897 |
| htg_setpoint | 1.4834718 |
| month | 1.720907 |
| outdoor_humidity | -0.26015648 |
| outdoor_temperature | 0.5150592 |
| people_occupant | -0.6889738 |
| total_electricity_HVAC | -0.09845656 |
| wind_direction | -1.5453062 |
| wind_speed | -0.53991157 |
| observation/ | |
| HVAC_electricity_demand_rate | 2300.5762 |
| air_humidity | 39.500927 |
| air_temperature | 23.250153 |
| clg_setpoint | 25.824028 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 83.5 |
| direct_solar_radiation | 286.5 |
| hour | 6.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 63.0 |
| outdoor_temperature | 19.19118 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2109747.5 |
| wind_direction | 20.0 |
| wind_speed | 3.6 |
--------------------------------------------------
-------------------------------------------------*********************************----------------------------| 71%
| action_network/ | |
| Cooling_Setpoint_RL | 0.84538436 |
| Heating_Setpoint_RL | 0.7374158 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.478172 |
| Heating_Setpoint_RL | 21.772964 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.556818 |
| air_humidity | 0.38167453 |
| air_temperature | -0.5647787 |
| clg_setpoint | 0.82848936 |
| co2_emission | 0.0 |
| day_of_month | 0.08468646 |
| diffuse_solar_radiation | 0.8620398 |
| direct_solar_radiation | -0.23461528 |
| hour | -0.64840686 |
| htg_setpoint | 0.33876982 |
| month | 1.7072704 |
| outdoor_humidity | -0.35240754 |
| outdoor_temperature | 0.5498531 |
| people_occupant | -0.68692625 |
| total_electricity_HVAC | -0.5684049 |
| wind_direction | -0.5496842 |
| wind_speed | 0.40023044 |
| observation/ | |
| HVAC_electricity_demand_rate | 274.5657 |
| air_humidity | 42.610332 |
| air_temperature | 21.817024 |
| clg_setpoint | 28.418716 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 174.0 |
| direct_solar_radiation | 104.5 |
| hour | 7.0 |
| htg_setpoint | 18.656818 |
| month | 9.0 |
| outdoor_humidity | 61.0 |
| outdoor_temperature | 19.57335 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 246530.45 |
| wind_direction | 120.0 |
| wind_speed | 5.7 |
-------------------------------------------------
-------------------------------------------------*********************************----------------------------| 71%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.7480702 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.417105 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.47753432 |
| air_humidity | 2.0147216 |
| air_temperature | 0.20982918 |
| clg_setpoint | -1.2730652 |
| co2_emission | 0.0 |
| day_of_month | 0.1985176 |
| diffuse_solar_radiation | 0.4186103 |
| direct_solar_radiation | -0.638856 |
| hour | -0.5039407 |
| htg_setpoint | 0.56740123 |
| month | 1.6939529 |
| outdoor_humidity | 1.3414112 |
| outdoor_temperature | 0.32913494 |
| people_occupant | 1.6970071 |
| total_electricity_HVAC | -0.38732716 |
| wind_direction | -1.243697 |
| wind_speed | 1.2960271 |
| observation/ | |
| HVAC_electricity_demand_rate | 606.7911 |
| air_humidity | 63.23983 |
| air_temperature | 23.27301 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 127.5 |
| direct_solar_radiation | 0.0 |
| hour | 8.0 |
| htg_setpoint | 19.584923 |
| month | 9.0 |
| outdoor_humidity | 97.0 |
| outdoor_temperature | 17.270409 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 963691.94 |
| wind_direction | 50.0 |
| wind_speed | 7.7 |
-------------------------------------------------
-------------------------------------------------*********************************----------------------------| 71%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.36892578 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.549792 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.48044738 |
| air_humidity | 1.105859 |
| air_temperature | 1.7454876 |
| clg_setpoint | 1.4715452 |
| co2_emission | 0.0 |
| day_of_month | 0.31229657 |
| diffuse_solar_radiation | 2.043495 |
| direct_solar_radiation | 0.77906764 |
| hour | -0.35948402 |
| htg_setpoint | -0.22822061 |
| month | 1.6809423 |
| outdoor_humidity | -0.8271153 |
| outdoor_temperature | 0.6802259 |
| people_occupant | 1.6947352 |
| total_electricity_HVAC | -0.5052086 |
| wind_direction | -1.7346586 |
| wind_speed | 0.17665061 |
| observation/ | |
| HVAC_electricity_demand_rate | 594.7458 |
| air_humidity | 51.916225 |
| air_temperature | 26.15502 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 299.0 |
| direct_solar_radiation | 364.5 |
| hour | 9.0 |
| htg_setpoint | 16.39214 |
| month | 9.0 |
| outdoor_humidity | 51.0 |
| outdoor_temperature | 20.96801 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 498240.56 |
| wind_direction | 0.0 |
| wind_speed | 5.2 |
-------------------------------------------------
--------------------------------------------------********************************----------------------------| 71%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.5098697 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 20.493017 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.28764224 |
| air_humidity | 1.0249116 |
| air_temperature | 0.19367997 |
| clg_setpoint | -1.2723436 |
| co2_emission | 0.0 |
| day_of_month | 0.42597145 |
| diffuse_solar_radiation | 3.2465782 |
| direct_solar_radiation | -0.20450267 |
| hour | -0.2150317 |
| htg_setpoint | -0.7971795 |
| month | 1.668227 |
| outdoor_humidity | -0.16485304 |
| outdoor_temperature | 0.42804784 |
| people_occupant | 1.6924874 |
| total_electricity_HVAC | 0.2654044 |
| wind_direction | -0.638596 |
| wind_speed | -0.090100355 |
| observation/ | |
| HVAC_electricity_demand_rate | 3796.5225 |
| air_humidity | 50.901756 |
| air_temperature | 23.24943 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 426.5 |
| direct_solar_radiation | 111.5 |
| hour | 10.0 |
| htg_setpoint | 14.106633 |
| month | 9.0 |
| outdoor_humidity | 65.0 |
| outdoor_temperature | 18.335127 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 3539471.0 |
| wind_direction | 110.0 |
| wind_speed | 4.6 |
--------------------------------------------------
--------------------------------------------------*********************************---------------------------| 72%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.009597585 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 17.678986 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.06396274 |
| air_humidity | 0.6917992 |
| air_temperature | 0.6695609 |
| clg_setpoint | -0.90829587 |
| co2_emission | 0.0 |
| day_of_month | 0.5394658 |
| diffuse_solar_radiation | 1.6951883 |
| direct_solar_radiation | 1.0610186 |
| hour | -0.070580594 |
| htg_setpoint | 1.1089067 |
| month | 1.6557958 |
| outdoor_humidity | -0.92039984 |
| outdoor_temperature | 0.6411796 |
| people_occupant | 1.2142777 |
| total_electricity_HVAC | 0.00977414 |
| wind_direction | 0.05707632 |
| wind_speed | -0.31144258 |
| observation/ | |
| HVAC_electricity_demand_rate | 2863.5388 |
| air_humidity | 46.719032 |
| air_temperature | 24.142084 |
| clg_setpoint | 24.142586 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 262.5 |
| direct_solar_radiation | 437.0 |
| hour | 11.0 |
| htg_setpoint | 21.784534 |
| month | 9.0 |
| outdoor_humidity | 49.0 |
| outdoor_temperature | 20.56246 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 2531103.8 |
| wind_direction | 180.0 |
| wind_speed | 4.1 |
--------------------------------------------------
-------------------------------------------------**********************************---------------------------| 72%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5009277 |
| air_humidity | 0.41680822 |
| air_temperature | 0.1855426 |
| clg_setpoint | 1.4725454 |
| co2_emission | 0.0 |
| day_of_month | 0.6526793 |
| diffuse_solar_radiation | 1.1933572 |
| direct_solar_radiation | -0.63795453 |
| hour | 0.07387049 |
| htg_setpoint | 0.35660022 |
| month | 1.6436385 |
| outdoor_humidity | 0.11722323 |
| outdoor_temperature | 1.0536019 |
| people_occupant | -0.69040376 |
| total_electricity_HVAC | -0.5155253 |
| wind_direction | 0.25383013 |
| wind_speed | -0.5332559 |
| observation/ | |
| HVAC_electricity_demand_rate | 511.25366 |
| air_humidity | 43.304893 |
| air_temperature | 23.236923 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 209.5 |
| direct_solar_radiation | 0.0 |
| hour | 12.0 |
| htg_setpoint | 18.761517 |
| month | 9.0 |
| outdoor_humidity | 71.0 |
| outdoor_temperature | 24.885138 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 460128.3 |
| wind_direction | 200.0 |
| wind_speed | 3.6 |
-------------------------------------------------
-------------------------------------------------**********************************---------------------------| 72%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5210555 |
| air_humidity | -1.4060552 |
| air_temperature | 0.13669148 |
| clg_setpoint | -0.32826242 |
| co2_emission | 0.0 |
| day_of_month | 0.765489 |
| diffuse_solar_radiation | 0.7308622 |
| direct_solar_radiation | -0.6366844 |
| hour | 0.21832082 |
| htg_setpoint | -1.3231896 |
| month | 1.6317451 |
| outdoor_humidity | 1.200377 |
| outdoor_temperature | 0.7394733 |
| people_occupant | -0.68839777 |
| total_electricity_HVAC | -0.5346474 |
| wind_direction | 0.15430602 |
| wind_speed | 0.860205 |
| observation/ | |
| HVAC_electricity_demand_rate | 423.85724 |
| air_humidity | 20.290777 |
| air_temperature | 23.144033 |
| clg_setpoint | 25.570116 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 160.5 |
| direct_solar_radiation | 0.0 |
| hour | 13.0 |
| htg_setpoint | 12.0 |
| month | 9.0 |
| outdoor_humidity | 94.0 |
| outdoor_temperature | 21.625124 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 381471.53 |
| wind_direction | 190.0 |
| wind_speed | 6.7 |
-------------------------------------------------
-------------------------------------------------**********************************---------------------------| 72%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.1768735 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.619913 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.16883585 |
| air_humidity | -0.56662697 |
| air_temperature | 0.19447912 |
| clg_setpoint | -1.2705412 |
| co2_emission | 0.0 |
| day_of_month | 0.8777501 |
| diffuse_solar_radiation | 0.8965088 |
| direct_solar_radiation | -0.6349305 |
| hour | 0.36276776 |
| htg_setpoint | 1.1965829 |
| month | 1.6201062 |
| outdoor_humidity | -1.2564036 |
| outdoor_temperature | 0.28132725 |
| people_occupant | 1.6967164 |
| total_electricity_HVAC | -0.19999997 |
| wind_direction | -1.7282082 |
| wind_speed | -0.3086482 |
| observation/ | |
| HVAC_electricity_demand_rate | 1881.0027 |
| air_humidity | 30.86952 |
| air_temperature | 23.250864 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 178.0 |
| direct_solar_radiation | 0.0 |
| hour | 14.0 |
| htg_setpoint | 22.142952 |
| month | 9.0 |
| outdoor_humidity | 42.0 |
| outdoor_temperature | 16.849932 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1692902.4 |
| wind_direction | 0.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------**********************************--------------------------| 73%
| action_network/ | |
| Cooling_Setpoint_RL | -0.46380806 |
| Heating_Setpoint_RL | -0.15197821 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.059649 |
| Heating_Setpoint_RL | 16.770123 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.60175425 |
| air_humidity | 0.1186385 |
| air_temperature | 1.500245 |
| clg_setpoint | -0.27831727 |
| co2_emission | 0.0 |
| day_of_month | 0.989298 |
| diffuse_solar_radiation | -0.031061115 |
| direct_solar_radiation | -0.6350628 |
| hour | 0.5072069 |
| htg_setpoint | 1.4700464 |
| month | 1.6087129 |
| outdoor_humidity | -0.5936138 |
| outdoor_temperature | 0.25951466 |
| people_occupant | 1.6944996 |
| total_electricity_HVAC | -0.6113839 |
| wind_direction | -0.535962 |
| wind_speed | -0.08073127 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 39.502388 |
| air_temperature | 25.684727 |
| clg_setpoint | 25.68882 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 80.0 |
| direct_solar_radiation | 0.0 |
| hour | 15.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 56.0 |
| outdoor_temperature | 16.62418 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 120.0 |
| wind_speed | 4.6 |
--------------------------------------------------
-------------------------------------------------***********************************--------------------------| 73%
| action_network/ | |
| Cooling_Setpoint_RL | -0.6171813 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.542013 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.60169953 |
| air_humidity | 1.009996 |
| air_temperature | 1.5833579 |
| clg_setpoint | -0.21021159 |
| co2_emission | 0.0 |
| day_of_month | 1.0999501 |
| diffuse_solar_radiation | -0.47617823 |
| direct_solar_radiation | -0.63405395 |
| hour | 0.65163195 |
| htg_setpoint | 1.4680457 |
| month | 1.5975566 |
| outdoor_humidity | 1.1572801 |
| outdoor_temperature | 0.06017265 |
| people_occupant | 1.6923057 |
| total_electricity_HVAC | -0.6113614 |
| wind_direction | -1.0261304 |
| wind_speed | -0.5296673 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 50.734783 |
| air_temperature | 25.841076 |
| clg_setpoint | 25.853989 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 33.0 |
| direct_solar_radiation | 0.0 |
| hour | 16.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 14.558881 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 70.0 |
| wind_speed | 3.6 |
-------------------------------------------------
-------------------------------------------------***********************************--------------------------| 73%
| action_network/ | |
| Cooling_Setpoint_RL | -0.11059815 |
| Heating_Setpoint_RL | 0.6981164 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.251732 |
| Heating_Setpoint_RL | 21.551905 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.42221907 |
| air_humidity | 1.3008679 |
| air_temperature | 0.19153208 |
| clg_setpoint | -1.2675087 |
| co2_emission | 0.0 |
| day_of_month | 1.2095077 |
| diffuse_solar_radiation | -0.7886871 |
| direct_solar_radiation | -0.63233155 |
| hour | 0.7960349 |
| htg_setpoint | 0.649805 |
| month | 1.5866293 |
| outdoor_humidity | 0.8220463 |
| outdoor_temperature | 0.092710175 |
| people_occupant | 1.6901344 |
| total_electricity_HVAC | -0.3703703 |
| wind_direction | -0.7254547 |
| wind_speed | -0.5275152 |
| observation/ | |
| HVAC_electricity_demand_rate | 827.71564 |
| air_humidity | 54.520546 |
| air_temperature | 23.251678 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 19.965702 |
| month | 9.0 |
| outdoor_humidity | 86.0 |
| outdoor_temperature | 14.903587 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1021219.8 |
| wind_direction | 100.0 |
| wind_speed | 3.6 |
-------------------------------------------------
-------------------------------------------------************************************-------------------------| 74%
| action_network/ | |
| Cooling_Setpoint_RL | -0.55646765 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.746922 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.41186383 |
| air_humidity | 0.8992505 |
| air_temperature | 0.64252645 |
| clg_setpoint | 1.0572597 |
| co2_emission | 0.0 |
| day_of_month | 1.3177595 |
| diffuse_solar_radiation | -0.7881694 |
| direct_solar_radiation | -0.63222885 |
| hour | 0.94040596 |
| htg_setpoint | -1.3287224 |
| month | 1.5759231 |
| outdoor_humidity | -0.7434161 |
| outdoor_temperature | 0.58185273 |
| people_occupant | 0.4984213 |
| total_electricity_HVAC | -0.43182385 |
| wind_direction | 0.5572584 |
| wind_speed | -0.0741452 |
| observation/ | |
| HVAC_electricity_demand_rate | 871.96686 |
| air_humidity | 49.54712 |
| air_temperature | 24.092094 |
| clg_setpoint | 28.967136 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 12.0 |
| month | 9.0 |
| outdoor_humidity | 53.0 |
| outdoor_temperature | 19.971779 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 782217.3 |
| wind_direction | 230.0 |
| wind_speed | 4.6 |
-------------------------------------------------
-------------------------------------------------************************************-------------------------| 74%
| action_network/ | |
| Cooling_Setpoint_RL | 0.19600163 |
| Heating_Setpoint_RL | 0.32619134 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.286507 |
| Heating_Setpoint_RL | 19.459826 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6018815 |
| air_humidity | -0.7496414 |
| air_temperature | 0.09011109 |
| clg_setpoint | -1.2654938 |
| co2_emission | 0.0 |
| day_of_month | 1.4244838 |
| diffuse_solar_radiation | -0.78765965 |
| direct_solar_radiation | -0.63287884 |
| hour | 1.0847337 |
| htg_setpoint | -1.0192095 |
| month | 1.5654308 |
| outdoor_humidity | -1.3078146 |
| outdoor_temperature | 0.3064632 |
| people_occupant | -0.6898022 |
| total_electricity_HVAC | -0.6116426 |
| wind_direction | -1.4140252 |
| wind_speed | -0.29943216 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 28.743399 |
| air_temperature | 23.065092 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 13.249705 |
| month | 9.0 |
| outdoor_humidity | 41.0 |
| outdoor_temperature | 17.145885 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 30.0 |
| wind_speed | 4.1 |
-------------------------------------------------
-------------------------------------------------************************************-------------------------| 74%
| action_network/ | |
| Cooling_Setpoint_RL | 0.09498897 |
| Heating_Setpoint_RL | 0.899884 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.945587 |
| Heating_Setpoint_RL | 22.686848 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6016351 |
| air_humidity | -0.30679986 |
| air_temperature | 0.014338685 |
| clg_setpoint | -0.728121 |
| co2_emission | 0.0 |
| day_of_month | 1.5294526 |
| diffuse_solar_radiation | -0.78734016 |
| direct_solar_radiation | -0.63362104 |
| hour | 1.229005 |
| htg_setpoint | 0.048524275 |
| month | 1.5551454 |
| outdoor_humidity | 0.30395854 |
| outdoor_temperature | -0.14846386 |
| people_occupant | -0.68785274 |
| total_electricity_HVAC | -0.61143875 |
| wind_direction | -1.2129886 |
| wind_speed | -0.7509037 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 34.31536 |
| air_temperature | 22.924446 |
| clg_setpoint | 24.571754 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 17.556526 |
| month | 9.0 |
| outdoor_humidity | 75.0 |
| outdoor_temperature | 12.4594 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 50.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------***********************************-------------------------| 74%
| action_network/ | |
| Cooling_Setpoint_RL | -0.047849283 |
| Heating_Setpoint_RL | 0.24422361 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.463509 |
| Heating_Setpoint_RL | 18.998758 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.60201037 |
| air_humidity | 1.2634847 |
| air_temperature | -0.1777544 |
| clg_setpoint | -1.2155395 |
| co2_emission | 0.0 |
| day_of_month | 1.6324342 |
| diffuse_solar_radiation | -0.7864978 |
| direct_solar_radiation | -0.6341058 |
| hour | 1.373205 |
| htg_setpoint | -1.2032651 |
| month | 1.5450599 |
| outdoor_humidity | 0.87282383 |
| outdoor_temperature | 0.011489507 |
| people_occupant | -0.6885207 |
| total_electricity_HVAC | -0.61184126 |
| wind_direction | -1.2091718 |
| wind_speed | -0.74787265 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 54.107285 |
| air_temperature | 22.570454 |
| clg_setpoint | 23.368853 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 12.514986 |
| month | 9.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 14.111688 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 50.0 |
| wind_speed | 3.1 |
--------------------------------------------------
-------------------------------------------------*************************************------------------------| 75%
| action_network/ | |
| Cooling_Setpoint_RL | -0.13353395 |
| Heating_Setpoint_RL | 0.09775831 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.174322 |
| Heating_Setpoint_RL | 18.17489 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6016674 |
| air_humidity | 0.6206704 |
| air_temperature | -0.34931383 |
| clg_setpoint | -0.3562761 |
| co2_emission | 0.0 |
| day_of_month | -1.6617996 |
| diffuse_solar_radiation | -0.7861136 |
| direct_solar_radiation | -0.6324604 |
| hour | 1.5173175 |
| htg_setpoint | -0.7501966 |
| month | 1.9162494 |
| outdoor_humidity | 1.1575 |
| outdoor_temperature | -0.3671284 |
| people_occupant | -0.6891838 |
| total_electricity_HVAC | -0.6114839 |
| wind_direction | 0.75796634 |
| wind_speed | -0.7483584 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 46.03297 |
| air_temperature | 22.255331 |
| clg_setpoint | 25.482702 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 14.34523 |
| month | 10.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 10.214547 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 250.0 |
| wind_speed | 3.1 |
-------------------------------------------------
------------------------------------------------**************************************------------------------| 75%
| action_network/ | |
| Cooling_Setpoint_RL | 0.42335856 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.053835 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.7095696 |
| air_humidity | 1.8195468 |
| air_temperature | 0.18781665 |
| clg_setpoint | 1.4807279 |
| co2_emission | 0.0 |
| day_of_month | -1.5382488 |
| diffuse_solar_radiation | -0.7860225 |
| direct_solar_radiation | -0.6331092 |
| hour | 1.6613247 |
| htg_setpoint | 1.4569247 |
| month | 1.8994524 |
| outdoor_humidity | 1.1565827 |
| outdoor_temperature | 0.26703838 |
| people_occupant | -0.689842 |
| total_electricity_HVAC | 0.6326821 |
| wind_direction | 0.46214095 |
| wind_speed | -0.5163739 |
| observation/ | |
| HVAC_electricity_demand_rate | 5471.378 |
| air_humidity | 61.163136 |
| air_temperature | 23.249882 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 16.735548 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4924240.0 |
| wind_direction | 220.0 |
| wind_speed | 3.6 |
------------------------------------------------
-------------------------------------------------*************************************------------------------| 75%
| action_network/ | |
| Cooling_Setpoint_RL | -0.7772739 |
| Heating_Setpoint_RL | -0.4799585 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.001701 |
| Heating_Setpoint_RL | 14.925234 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5153313 |
| air_humidity | 0.5627477 |
| air_temperature | -0.69670933 |
| clg_setpoint | -1.2615359 |
| co2_emission | 0.0 |
| day_of_month | -1.3038286 |
| diffuse_solar_radiation | -0.7858944 |
| direct_solar_radiation | -0.63378865 |
| hour | -1.6608535 |
| htg_setpoint | 0.49108753 |
| month | 1.8830895 |
| outdoor_humidity | 0.86924547 |
| outdoor_temperature | 0.5629854 |
| people_occupant | -0.6904954 |
| total_electricity_HVAC | -0.5296918 |
| wind_direction | 0.461765 |
| wind_speed | -0.740513 |
| observation/ | |
| HVAC_electricity_demand_rate | 446.56186 |
| air_humidity | 45.422142 |
| air_temperature | 21.61893 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 19.360853 |
| month | 10.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 19.787354 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 401905.66 |
| wind_direction | 220.0 |
| wind_speed | 3.1 |
-------------------------------------------------
-------------------------------------------------**************************************-----------------------| 76%
| action_network/ | |
| Cooling_Setpoint_RL | 0.82247996 |
| Heating_Setpoint_RL | -0.36020613 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.40087 |
| Heating_Setpoint_RL | 15.598841 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.3258431 |
| air_humidity | 1.5285096 |
| air_temperature | 0.1831542 |
| clg_setpoint | 1.4820619 |
| co2_emission | 0.0 |
| day_of_month | -1.184395 |
| diffuse_solar_radiation | -0.7857075 |
| direct_solar_radiation | -0.6343672 |
| hour | -1.5160351 |
| htg_setpoint | 1.4536271 |
| month | 1.8671424 |
| outdoor_humidity | 0.81993663 |
| outdoor_temperature | 0.29476464 |
| people_occupant | -0.69114405 |
| total_electricity_HVAC | 0.26810187 |
| wind_direction | 0.2645061 |
| wind_speed | -0.51290715 |
| observation/ | |
| HVAC_electricity_demand_rate | 3894.584 |
| air_humidity | 57.673584 |
| air_temperature | 23.24567 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 86.0 |
| outdoor_temperature | 17.056297 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3505125.5 |
| wind_direction | 200.0 |
| wind_speed | 3.6 |
-------------------------------------------------
-------------------------------------------------**************************************-----------------------| 76%
| action_network/ | |
| Cooling_Setpoint_RL | -0.9514594 |
| Heating_Setpoint_RL | 0.21013582 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.413824 |
| Heating_Setpoint_RL | 18.807014 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5833077 |
| air_humidity | 0.28035656 |
| air_temperature | -0.22234535 |
| clg_setpoint | -0.33092317 |
| co2_emission | 0.0 |
| day_of_month | -1.0663465 |
| diffuse_solar_radiation | -0.78554505 |
| direct_solar_radiation | -0.6349992 |
| hour | -1.3713121 |
| htg_setpoint | 0.34823728 |
| month | 1.8515937 |
| outdoor_humidity | 0.8651803 |
| outdoor_temperature | 0.46987 |
| people_occupant | -0.6892323 |
| total_electricity_HVAC | -0.5944043 |
| wind_direction | 0.06706745 |
| wind_speed | 2.9624693 |
| observation/ | |
| HVAC_electricity_demand_rate | 170.01215 |
| air_humidity | 41.95064 |
| air_temperature | 22.498745 |
| clg_setpoint | 25.54097 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 18.793629 |
| month | 10.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 18.865047 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 153010.92 |
| wind_direction | 180.0 |
| wind_speed | 11.3 |
| train/ | |
| approx_kl | 0.009740955 |
| clip_fraction | 0.0934 |
| clip_range | 0.2 |
| entropy_loss | -2.86 |
| explained_variance | 0.288 |
| learning_rate | 0.0003 |
| loss | 1.54 |
| n_updates | 130 |
| policy_gradient_loss | -0.0116 |
| std | 1.01 |
| value_loss | 3.93 |
-------------------------------------------------
-------------------------------------------------**************************************-----------------------| 76%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.60290116 |
| air_humidity | -0.619081 |
| air_temperature | -0.6104358 |
| clg_setpoint | -1.0215961 |
| co2_emission | 0.0 |
| day_of_month | -0.94941103 |
| diffuse_solar_radiation | -0.7850449 |
| direct_solar_radiation | -0.63433063 |
| hour | -1.2266662 |
| htg_setpoint | -0.28898993 |
| month | 1.8364271 |
| outdoor_humidity | -0.2756632 |
| outdoor_temperature | -0.6900002 |
| people_occupant | -0.6873363 |
| total_electricity_HVAC | -0.61292404 |
| wind_direction | 1.146653 |
| wind_speed | -0.06755257 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 30.619844 |
| air_temperature | 21.783989 |
| clg_setpoint | 23.843842 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 16.221416 |
| month | 10.0 |
| outdoor_humidity | 63.0 |
| outdoor_temperature | 7.019208 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 290.0 |
| wind_speed | 4.6 |
-------------------------------------------------
-------------------------------------------------***************************************----------------------| 77%
| action_network/ | |
| Cooling_Setpoint_RL | -0.86189806 |
| Heating_Setpoint_RL | 0.9008656 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.716095 |
| Heating_Setpoint_RL | 22.692368 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.60241157 |
| air_humidity | -1.0891863 |
| air_temperature | -0.86025316 |
| clg_setpoint | 0.583477 |
| co2_emission | 0.0 |
| day_of_month | -0.833353 |
| diffuse_solar_radiation | -0.78489465 |
| direct_solar_radiation | -0.6347232 |
| hour | -1.0820807 |
| htg_setpoint | -0.479258 |
| month | 1.8216271 |
| outdoor_humidity | -0.5084797 |
| outdoor_temperature | -0.9701152 |
| people_occupant | -0.6879887 |
| total_electricity_HVAC | -0.6123447 |
| wind_direction | 1.4363216 |
| wind_speed | 1.3190414 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 24.637037 |
| air_temperature | 21.325712 |
| clg_setpoint | 27.79279 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 15.451918 |
| month | 10.0 |
| outdoor_humidity | 58.0 |
| outdoor_temperature | 4.1514935 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 320.0 |
| wind_speed | 7.7 |
-------------------------------------------------
-------------------------------------------------***************************************----------------------| 77%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.39242584 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.832396 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.38804814 |
| air_humidity | -0.999445 |
| air_temperature | -0.39795098 |
| clg_setpoint | 1.4165835 |
| co2_emission | 0.0 |
| day_of_month | -0.7179699 |
| diffuse_solar_radiation | -0.7847401 |
| direct_solar_radiation | -0.635243 |
| hour | -0.93754154 |
| htg_setpoint | 1.0233436 |
| month | 1.8071793 |
| outdoor_humidity | 1.109931 |
| outdoor_temperature | -1.1378065 |
| people_occupant | -0.68863636 |
| total_electricity_HVAC | -0.41335806 |
| wind_direction | -1.7110225 |
| wind_speed | -2.1315632 |
| observation/ | |
| HVAC_electricity_demand_rate | 964.1491 |
| air_humidity | 25.71639 |
| air_temperature | 22.17701 |
| clg_setpoint | 29.8428 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 21.518574 |
| month | 10.0 |
| outdoor_humidity | 92.0 |
| outdoor_temperature | 2.4284668 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 850883.6 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
--------------------------------------------------**************************************----------------------| 77%
| action_network/ | |
| Cooling_Setpoint_RL | 0.055100203 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.810963 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.535147 |
| air_humidity | -0.0570302 |
| air_temperature | -0.7408889 |
| clg_setpoint | 0.7671737 |
| co2_emission | 0.0 |
| day_of_month | -0.60308945 |
| diffuse_solar_radiation | -0.17076394 |
| direct_solar_radiation | 0.03960104 |
| hour | -0.79303634 |
| htg_setpoint | 0.8730651 |
| month | 1.79307 |
| outdoor_humidity | 0.5410773 |
| outdoor_temperature | -0.5305857 |
| people_occupant | -0.68927944 |
| total_electricity_HVAC | -0.5471282 |
| wind_direction | 0.64422375 |
| wind_speed | -0.070281215 |
| observation/ | |
| HVAC_electricity_demand_rate | 360.69315 |
| air_humidity | 37.582436 |
| air_temperature | 21.54906 |
| clg_setpoint | 28.241638 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 64.0 |
| direct_solar_radiation | 174.0 |
| hour | 6.0 |
| htg_setpoint | 20.915165 |
| month | 10.0 |
| outdoor_humidity | 80.0 |
| outdoor_temperature | 8.607421 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 329540.6 |
| wind_direction | 240.0 |
| wind_speed | 4.6 |
--------------------------------------------------
-------------------------------------------------***************************************----------------------| 77%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.09651925 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 18.167921 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6022854 |
| air_humidity | 1.5764396 |
| air_temperature | -0.30181563 |
| clg_setpoint | 0.6486229 |
| co2_emission | 0.0 |
| day_of_month | -0.4885677 |
| diffuse_solar_radiation | 0.50145763 |
| direct_solar_radiation | 0.8345188 |
| hour | -0.64855474 |
| htg_setpoint | -0.15199707 |
| month | 1.7792859 |
| outdoor_humidity | 1.2985424 |
| outdoor_temperature | 0.11170644 |
| people_occupant | -0.689918 |
| total_electricity_HVAC | -0.6120715 |
| wind_direction | 0.6432575 |
| wind_speed | -0.06987144 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 58.225674 |
| air_temperature | 22.356543 |
| clg_setpoint | 27.947285 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 134.0 |
| direct_solar_radiation | 379.0 |
| hour | 7.0 |
| htg_setpoint | 16.781563 |
| month | 10.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 15.139242 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 240.0 |
| wind_speed | 4.6 |
-------------------------------------------------
-------------------------------------------------****************************************---------------------| 78%
| action_network/ | |
| Cooling_Setpoint_RL | 0.72302485 |
| Heating_Setpoint_RL | -0.17892131 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.065208 |
| Heating_Setpoint_RL | 16.618568 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.34319147 |
| air_humidity | 1.6829062 |
| air_temperature | -0.2014761 |
| clg_setpoint | 0.6243987 |
| co2_emission | 0.0 |
| day_of_month | -0.3742874 |
| diffuse_solar_radiation | 0.42089003 |
| direct_solar_radiation | 2.0544126 |
| hour | -0.5040883 |
| htg_setpoint | 0.6330856 |
| month | 1.765815 |
| outdoor_humidity | 0.5820943 |
| outdoor_temperature | 0.5046431 |
| people_occupant | -0.690552 |
| total_electricity_HVAC | -0.39908957 |
| wind_direction | -1.7165416 |
| wind_speed | -2.12711 |
| observation/ | |
| HVAC_electricity_demand_rate | 1147.4838 |
| air_humidity | 59.697044 |
| air_temperature | 22.54333 |
| clg_setpoint | 27.885485 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 125.5 |
| direct_solar_radiation | 694.0 |
| hour | 8.0 |
| htg_setpoint | 19.9569 |
| month | 10.0 |
| outdoor_humidity | 81.0 |
| outdoor_temperature | 19.134348 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 906964.1 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
---------------------------------------------------**************************************---------------------| 78%
| action_network/ | |
| Cooling_Setpoint_RL | -0.6001319 |
| Heating_Setpoint_RL | -0.14977032 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.599554 |
| Heating_Setpoint_RL | 16.782541 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.00032005456 |
| air_humidity | 1.138541 |
| air_temperature | 0.18498646 |
| clg_setpoint | -1.1518588 |
| co2_emission | 0.0 |
| day_of_month | -0.2601568 |
| diffuse_solar_radiation | 1.5315543 |
| direct_solar_radiation | 0.9770512 |
| hour | -0.35963055 |
| htg_setpoint | 1.4465115 |
| month | 1.7526455 |
| outdoor_humidity | 0.19825493 |
| outdoor_temperature | 0.5773032 |
| people_occupant | -0.6886917 |
| total_electricity_HVAC | -0.06696264 |
| wind_direction | -0.24037763 |
| wind_speed | -0.95588785 |
| observation/ | |
| HVAC_electricity_demand_rate | 2546.4795 |
| air_humidity | 52.892143 |
| air_temperature | 23.250626 |
| clg_setpoint | 23.509674 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 241.0 |
| direct_solar_radiation | 416.5 |
| hour | 9.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 73.0 |
| outdoor_temperature | 19.873245 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2191842.8 |
| wind_direction | 150.0 |
| wind_speed | 2.6 |
---------------------------------------------------
-------------------------------------------------****************************************---------------------| 78%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.2405078 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.977856 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.35587457 |
| air_humidity | 1.0689715 |
| air_temperature | 0.8259137 |
| clg_setpoint | -0.7821646 |
| co2_emission | 0.0 |
| day_of_month | -0.14610894 |
| diffuse_solar_radiation | 2.2572186 |
| direct_solar_radiation | 0.0974027 |
| hour | -0.21517679 |
| htg_setpoint | -0.16232227 |
| month | 1.7397662 |
| outdoor_humidity | 0.81233907 |
| outdoor_temperature | 0.20736702 |
| people_occupant | 1.6975478 |
| total_electricity_HVAC | -0.39316842 |
| wind_direction | -0.6309574 |
| wind_speed | 0.43068588 |
| observation/ | |
| HVAC_electricity_demand_rate | 1094.3757 |
| air_humidity | 52.064007 |
| air_temperature | 24.420439 |
| clg_setpoint | 24.420803 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 316.5 |
| direct_solar_radiation | 189.5 |
| hour | 10.0 |
| htg_setpoint | 16.758186 |
| month | 10.0 |
| outdoor_humidity | 86.0 |
| outdoor_temperature | 16.132385 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 929281.4 |
| wind_direction | 110.0 |
| wind_speed | 5.7 |
-------------------------------------------------
--------------------------------------------------***************************************---------------------| 78%
| action_network/ | |
| Cooling_Setpoint_RL | -0.42364395 |
| Heating_Setpoint_RL | 0.37845826 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.195202 |
| Heating_Setpoint_RL | 19.753828 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.38080716 |
| air_humidity | 0.5566011 |
| air_temperature | 1.4914958 |
| clg_setpoint | 0.1089535 |
| co2_emission | 0.0 |
| day_of_month | -0.032100856 |
| diffuse_solar_radiation | 1.1570162 |
| direct_solar_radiation | 1.6757618 |
| hour | -0.070724145 |
| htg_setpoint | -0.8930053 |
| month | 1.7271669 |
| outdoor_humidity | -0.9474114 |
| outdoor_temperature | 0.75962114 |
| people_occupant | 1.2189037 |
| total_electricity_HVAC | -0.41725776 |
| wind_direction | 0.94331014 |
| wind_speed | 0.8738427 |
| observation/ | |
| HVAC_electricity_demand_rate | 992.44763 |
| air_humidity | 45.683098 |
| air_temperature | 25.635067 |
| clg_setpoint | 26.61539 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 202.0 |
| direct_solar_radiation | 596.5 |
| hour | 11.0 |
| htg_setpoint | 13.808049 |
| month | 10.0 |
| outdoor_humidity | 49.0 |
| outdoor_temperature | 21.717283 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 836172.7 |
| wind_direction | 270.0 |
| wind_speed | 6.7 |
--------------------------------------------------
-------------------------------------------------*****************************************--------------------| 79%
| action_network/ | |
| Cooling_Setpoint_RL | -0.1607963 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.082314 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.51827586 |
| air_humidity | 0.60433185 |
| air_temperature | 1.5358733 |
| clg_setpoint | 1.4836855 |
| co2_emission | 0.0 |
| day_of_month | 0.08188674 |
| diffuse_solar_radiation | 1.67607 |
| direct_solar_radiation | 0.55099154 |
| hour | 0.073728465 |
| htg_setpoint | -0.25508052 |
| month | 1.7148373 |
| outdoor_humidity | 0.19280949 |
| outdoor_temperature | 0.5521695 |
| people_occupant | 0.26418814 |
| total_electricity_HVAC | -0.53411674 |
| wind_direction | -0.53268707 |
| wind_speed | 0.87280345 |
| observation/ | |
| HVAC_electricity_demand_rate | 436.04446 |
| air_humidity | 46.29953 |
| air_temperature | 25.716417 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 256.0 |
| direct_solar_radiation | 306.5 |
| hour | 12.0 |
| htg_setpoint | 16.38783 |
| month | 10.0 |
| outdoor_humidity | 73.0 |
| outdoor_temperature | 19.622942 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 387231.88 |
| wind_direction | 120.0 |
| wind_speed | 6.7 |
-------------------------------------------------
-------------------------------------------------*****************************************--------------------| 79%
| action_network/ | |
| Cooling_Setpoint_RL | -0.6931435 |
| Heating_Setpoint_RL | 0.09513289 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.28564 |
| Heating_Setpoint_RL | 18.160122 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.033350214 |
| air_humidity | -0.53293836 |
| air_temperature | 0.4950156 |
| clg_setpoint | -1.2549748 |
| co2_emission | 0.0 |
| day_of_month | 0.19584985 |
| diffuse_solar_radiation | 0.61450416 |
| direct_solar_radiation | 1.7456019 |
| hour | 0.21818037 |
| htg_setpoint | 0.35648128 |
| month | 1.7027681 |
| outdoor_humidity | -1.4247265 |
| outdoor_temperature | 0.17993963 |
| people_occupant | 1.2159493 |
| total_electricity_HVAC | 0.022204885 |
| wind_direction | 0.94276345 |
| wind_speed | 3.1231666 |
| observation/ | |
| HVAC_electricity_demand_rate | 2673.5967 |
| air_humidity | 31.8915 |
| air_temperature | 23.820173 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 145.5 |
| direct_solar_radiation | 614.5 |
| hour | 13.0 |
| htg_setpoint | 18.85947 |
| month | 10.0 |
| outdoor_humidity | 39.0 |
| outdoor_temperature | 15.872101 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 2531497.5 |
| wind_direction | 270.0 |
| wind_speed | 11.8 |
-------------------------------------------------
--------------------------------------------------****************************************--------------------| 79%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.18041094 |
| air_humidity | -1.187886 |
| air_temperature | 0.21816924 |
| clg_setpoint | -1.2549094 |
| co2_emission | 0.0 |
| day_of_month | 0.30976158 |
| diffuse_solar_radiation | 0.23073618 |
| direct_solar_radiation | 1.3698283 |
| hour | 0.3626292 |
| htg_setpoint | -1.3401448 |
| month | 1.6909503 |
| outdoor_humidity | -1.7518336 |
| outdoor_temperature | -0.032786436 |
| people_occupant | 1.6904337 |
| total_electricity_HVAC | -0.19110018 |
| wind_direction | 1.2342142 |
| wind_speed | 0.85086954 |
| observation/ | |
| HVAC_electricity_demand_rate | 1804.3088 |
| air_humidity | 23.510393 |
| air_temperature | 23.317265 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 105.5 |
| direct_solar_radiation | 518.0 |
| hour | 14.0 |
| htg_setpoint | 12.0 |
| month | 10.0 |
| outdoor_humidity | 32.0 |
| outdoor_temperature | 13.718338 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1707164.0 |
| wind_direction | 300.0 |
| wind_speed | 6.7 |
--------------------------------------------------
--------------------------------------------------*****************************************-------------------| 80%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.080522195 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 17.172062 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.38263658 |
| air_humidity | -0.45094186 |
| air_temperature | 0.16603039 |
| clg_setpoint | -1.1436309 |
| co2_emission | 0.0 |
| day_of_month | 0.4235724 |
| diffuse_solar_radiation | -0.2595009 |
| direct_solar_radiation | 1.0154272 |
| hour | 0.50707084 |
| htg_setpoint | -1.3409516 |
| month | 1.679375 |
| outdoor_humidity | -0.3266854 |
| outdoor_temperature | 0.19773862 |
| people_occupant | -0.6899896 |
| total_electricity_HVAC | -0.4053535 |
| wind_direction | -0.04462218 |
| wind_speed | 1.0725956 |
| observation/ | |
| HVAC_electricity_demand_rate | 983.90326 |
| air_humidity | 32.873997 |
| air_temperature | 23.222366 |
| clg_setpoint | 23.52164 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 54.5 |
| direct_solar_radiation | 427.0 |
| hour | 15.0 |
| htg_setpoint | 12.0 |
| month | 10.0 |
| outdoor_humidity | 62.0 |
| outdoor_temperature | 16.01962 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 881075.56 |
| wind_direction | 170.0 |
| wind_speed | 7.2 |
--------------------------------------------------
-------------------------------------------------******************************************-------------------| 80%
| action_network/ | |
| Cooling_Setpoint_RL | -0.8161284 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.870567 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.47726354 |
| air_humidity | 0.22249314 |
| air_temperature | 0.18194762 |
| clg_setpoint | -1.2540851 |
| co2_emission | 0.0 |
| day_of_month | 0.53721076 |
| diffuse_solar_radiation | -0.63485175 |
| direct_solar_radiation | -0.1117234 |
| hour | 0.6514996 |
| htg_setpoint | -1.1653762 |
| month | 1.6680343 |
| outdoor_humidity | -0.18638079 |
| outdoor_temperature | 0.34388644 |
| people_occupant | -0.68817806 |
| total_electricity_HVAC | -0.4769608 |
| wind_direction | 0.2503427 |
| wind_speed | -0.5107526 |
| observation/ | |
| HVAC_electricity_demand_rate | 598.0952 |
| air_humidity | 41.473 |
| air_temperature | 23.250078 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 15.5 |
| direct_solar_radiation | 136.5 |
| hour | 16.0 |
| htg_setpoint | 12.711707 |
| month | 10.0 |
| outdoor_humidity | 65.0 |
| outdoor_temperature | 17.485033 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 603178.0 |
| wind_direction | 200.0 |
| wind_speed | 3.6 |
-------------------------------------------------
-------------------------------------------------******************************************-------------------| 80%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.58938193 |
| air_humidity | 0.896219 |
| air_temperature | 1.7067062 |
| clg_setpoint | 0.8368917 |
| co2_emission | 0.0 |
| day_of_month | 0.6505836 |
| diffuse_solar_radiation | -0.7838872 |
| direct_solar_radiation | -0.6416794 |
| hour | 0.79590815 |
| htg_setpoint | -1.34192 |
| month | 1.6569202 |
| outdoor_humidity | 0.14426179 |
| outdoor_temperature | 0.4470403 |
| people_occupant | 1.6952564 |
| total_electricity_HVAC | -0.5999403 |
| wind_direction | 0.1545721 |
| wind_speed | 2.644389 |
| observation/ | |
| HVAC_electricity_demand_rate | 147.20287 |
| air_humidity | 50.06112 |
| air_temperature | 26.020792 |
| clg_setpoint | 28.404348 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 12.0 |
| month | 10.0 |
| outdoor_humidity | 72.0 |
| outdoor_temperature | 18.515827 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 132483.12 |
| wind_direction | 190.0 |
| wind_speed | 10.8 |
-------------------------------------------------
-------------------------------------------------******************************************-------------------| 80%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.52630925 |
| air_humidity | 2.2533073 |
| air_temperature | 0.1796906 |
| clg_setpoint | -1.252282 |
| co2_emission | 0.0 |
| day_of_month | 0.7635772 |
| diffuse_solar_radiation | -0.7836715 |
| direct_solar_radiation | -0.64153254 |
| hour | 0.9402875 |
| htg_setpoint | 1.4381775 |
| month | 1.6460254 |
| outdoor_humidity | 1.1393945 |
| outdoor_temperature | 0.3748352 |
| people_occupant | 0.5022109 |
| total_electricity_HVAC | -0.54032713 |
| wind_direction | -1.709504 |
| wind_speed | -2.0725806 |
| observation/ | |
| HVAC_electricity_demand_rate | 403.7318 |
| air_humidity | 67.48415 |
| air_temperature | 23.250103 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 17.802166 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 363358.62 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
-------------------------------------------------*******************************************------------------| 81%
| action_network/ | |
| Cooling_Setpoint_RL | 0.2832502 |
| Heating_Setpoint_RL | -0.73350435 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.580969 |
| Heating_Setpoint_RL | 13.499038 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6044395 |
| air_humidity | 2.1589787 |
| air_temperature | 0.45853278 |
| clg_setpoint | -0.50668633 |
| co2_emission | 0.0 |
| day_of_month | 0.8760582 |
| diffuse_solar_radiation | -0.7833608 |
| direct_solar_radiation | -0.6400966 |
| hour | 1.084627 |
| htg_setpoint | -0.9049803 |
| month | 1.6353428 |
| outdoor_humidity | 1.4697694 |
| outdoor_temperature | 0.32554463 |
| people_occupant | -0.4517416 |
| total_electricity_HVAC | -0.6143286 |
| wind_direction | -0.1356916 |
| wind_speed | -0.71833676 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 66.383965 |
| air_temperature | 23.757513 |
| clg_setpoint | 25.086506 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 13.776561 |
| month | 10.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 17.309683 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 160.0 |
| wind_speed | 3.1 |
-------------------------------------------------
-------------------------------------------------*******************************************------------------| 81%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.58344203 |
| air_humidity | 2.2417822 |
| air_temperature | 0.21296288 |
| clg_setpoint | 0.4272114 |
| co2_emission | 0.0 |
| day_of_month | 0.98787504 |
| diffuse_solar_radiation | -0.7830368 |
| direct_solar_radiation | -0.64059395 |
| hour | 1.2289149 |
| htg_setpoint | 1.2357365 |
| month | 1.6248654 |
| outdoor_humidity | 1.1323773 |
| outdoor_temperature | 0.4851906 |
| people_occupant | -0.45246503 |
| total_electricity_HVAC | -0.59453154 |
| wind_direction | 0.15872522 |
| wind_speed | 0.41834667 |
| observation/ | |
| HVAC_electricity_demand_rate | 173.5672 |
| air_humidity | 67.688705 |
| air_temperature | 23.313858 |
| clg_setpoint | 27.387247 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 22.443287 |
| month | 10.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 18.909376 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 156210.48 |
| wind_direction | 190.0 |
| wind_speed | 5.7 |
-------------------------------------------------
-------------------------------------------------*******************************************------------------| 81%
| action_network/ | |
| Cooling_Setpoint_RL | -0.19835362 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.955557 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.60536736 |
| air_humidity | -1.1961566 |
| air_temperature | -0.388566 |
| clg_setpoint | 1.2815301 |
| co2_emission | 0.0 |
| day_of_month | 1.0988593 |
| diffuse_solar_radiation | -0.78263986 |
| direct_solar_radiation | -0.6406698 |
| hour | 1.3731374 |
| htg_setpoint | 0.37696868 |
| month | 1.614587 |
| outdoor_humidity | -1.9487357 |
| outdoor_temperature | 0.12667336 |
| people_occupant | -0.6912338 |
| total_electricity_HVAC | -0.6152898 |
| wind_direction | 0.7480265 |
| wind_speed | 1.2861948 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 23.516842 |
| air_temperature | 22.22682 |
| clg_setpoint | 29.49243 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 18.968573 |
| month | 10.0 |
| outdoor_humidity | 28.0 |
| outdoor_temperature | 15.356559 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 250.0 |
| wind_speed | 7.7 |
-------------------------------------------------
--------------------------------------------------******************************************------------------| 81%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.5178244 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 20.537762 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6045519 |
| air_humidity | -1.5114276 |
| air_temperature | -1.3769671 |
| clg_setpoint | 1.4853786 |
| co2_emission | 0.0 |
| day_of_month | 1.2088283 |
| diffuse_solar_radiation | -0.7822885 |
| direct_solar_radiation | -0.64065385 |
| hour | 1.5172794 |
| htg_setpoint | -1.297684 |
| month | 1.604501 |
| outdoor_humidity | -0.9919764 |
| outdoor_temperature | -0.50535864 |
| people_occupant | -0.68945485 |
| total_electricity_HVAC | -0.6144534 |
| wind_direction | 0.942402 |
| wind_speed | 2.3983843 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 19.332527 |
| air_temperature | 20.438099 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 12.185519 |
| month | 10.0 |
| outdoor_humidity | 48.0 |
| outdoor_temperature | 9.072194 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 270.0 |
| wind_speed | 10.3 |
| train/ | |
| approx_kl | 0.0074840747 |
| clip_fraction | 0.0712 |
| clip_range | 0.2 |
| entropy_loss | -2.86 |
| explained_variance | 0.0532 |
| learning_rate | 0.0003 |
| loss | 0.883 |
| n_updates | 140 |
| policy_gradient_loss | -0.00936 |
| std | 1.01 |
| value_loss | 3.81 |
--------------------------------------------------
-------------------------------------------------********************************************-----------------| 82%
| action_network/ | |
| Cooling_Setpoint_RL | 0.3753597 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.891838 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.20363025 |
| air_humidity | -1.3049612 |
| air_temperature | -1.2488468 |
| clg_setpoint | 1.4843951 |
| co2_emission | 0.0 |
| day_of_month | 1.3175865 |
| diffuse_solar_radiation | -0.7819174 |
| direct_solar_radiation | -0.6408503 |
| hour | 1.6613247 |
| htg_setpoint | 0.5558981 |
| month | 1.5946019 |
| outdoor_humidity | -0.8948441 |
| outdoor_temperature | -0.7583933 |
| people_occupant | -0.68768954 |
| total_electricity_HVAC | 0.03996982 |
| wind_direction | 1.3312953 |
| wind_speed | 1.0484825 |
| observation/ | |
| HVAC_electricity_demand_rate | 1698.8928 |
| air_humidity | 21.897427 |
| air_temperature | 20.666046 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 19.687378 |
| month | 10.0 |
| outdoor_humidity | 50.0 |
| outdoor_temperature | 6.548127 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2582968.2 |
| wind_direction | 310.0 |
| wind_speed | 7.2 |
-------------------------------------------------
-------------------------------------------------********************************************-----------------| 82%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.20512933 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.471148 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.3268812 |
| air_humidity | -1.2928078 |
| air_temperature | -0.21770558 |
| clg_setpoint | -1.2505457 |
| co2_emission | 0.0 |
| day_of_month | 1.5395421 |
| diffuse_solar_radiation | -0.7815387 |
| direct_solar_radiation | -0.64131474 |
| hour | -1.6608926 |
| htg_setpoint | 1.256907 |
| month | 1.5848836 |
| outdoor_humidity | -0.3712496 |
| outdoor_temperature | -1.0785527 |
| people_occupant | -0.6882956 |
| total_electricity_HVAC | 1.2128408 |
| wind_direction | -1.7156698 |
| wind_speed | -2.0652483 |
| observation/ | |
| HVAC_electricity_demand_rate | 7868.6523 |
| air_humidity | 21.96409 |
| air_temperature | 22.529377 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 22.526886 |
| month | 10.0 |
| outdoor_humidity | 61.0 |
| outdoor_temperature | 3.3492727 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 7081787.0 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
-------------------------------------------------*********************************************----------------| 83%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.144842 |
| air_humidity | -0.6816386 |
| air_temperature | 0.18087527 |
| clg_setpoint | 1.4866959 |
| co2_emission | 0.0 |
| day_of_month | 1.6449234 |
| diffuse_solar_radiation | -0.7811934 |
| direct_solar_radiation | -0.64171225 |
| hour | -1.5161035 |
| htg_setpoint | 1.4341954 |
| month | 1.575341 |
| outdoor_humidity | -1.029095 |
| outdoor_temperature | -0.08482742 |
| people_occupant | -0.6888976 |
| total_electricity_HVAC | 1.30943 |
| wind_direction | 1.030638 |
| wind_speed | -0.7212718 |
| observation/ | |
| HVAC_electricity_demand_rate | 7134.9917 |
| air_humidity | 29.85442 |
| air_temperature | 23.25021 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 47.0 |
| outdoor_temperature | 13.188917 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 7453097.5 |
| wind_direction | 280.0 |
| wind_speed | 3.1 |
-------------------------------------------------
-------------------------------------------------*********************************************----------------| 83%
| action_network/ | |
| Cooling_Setpoint_RL | 0.22184345 |
| Heating_Setpoint_RL | 0.0987066 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.373722 |
| Heating_Setpoint_RL | 18.180225 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.1038854 |
| air_humidity | -1.1416603 |
| air_temperature | -0.51794696 |
| clg_setpoint | -1.247612 |
| co2_emission | 0.0 |
| day_of_month | 1.7483836 |
| diffuse_solar_radiation | -0.780742 |
| direct_solar_radiation | -0.6420351 |
| hour | -1.3714018 |
| htg_setpoint | 1.1209235 |
| month | 1.5659686 |
| outdoor_humidity | -0.7416354 |
| outdoor_temperature | -1.0389024 |
| people_occupant | -0.6894957 |
| total_electricity_HVAC | 0.87043595 |
| wind_direction | -1.7064449 |
| wind_speed | -1.4097705 |
| observation/ | |
| HVAC_electricity_demand_rate | 6967.194 |
| air_humidity | 23.860132 |
| air_temperature | 21.991163 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 21.984835 |
| month | 10.0 |
| outdoor_humidity | 53.0 |
| outdoor_temperature | 3.7472327 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 5768096.0 |
| wind_direction | 0.0 |
| wind_speed | 1.5 |
-------------------------------------------------
-------------------------------------------------*********************************************----------------| 83%
| action_network/ | |
| Cooling_Setpoint_RL | 0.5299344 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.413528 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.0627372 |
| air_humidity | 0.4023828 |
| air_temperature | 0.09706565 |
| clg_setpoint | -1.24633 |
| co2_emission | 0.0 |
| day_of_month | -1.67141 |
| diffuse_solar_radiation | -0.7801594 |
| direct_solar_radiation | -0.64068973 |
| hour | -1.2267704 |
| htg_setpoint | 1.4316655 |
| month | 1.904115 |
| outdoor_humidity | 0.05951598 |
| outdoor_temperature | -0.7296256 |
| people_occupant | -0.69008976 |
| total_electricity_HVAC | 2.0263195 |
| wind_direction | 1.7157267 |
| wind_speed | 0.40511185 |
| observation/ | |
| HVAC_electricity_demand_rate | 10831.383 |
| air_humidity | 43.880486 |
| air_temperature | 23.099428 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 70.0 |
| outdoor_temperature | 6.801468 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 10201615.0 |
| wind_direction | 350.0 |
| wind_speed | 5.7 |
-------------------------------------------------
-------------------------------------------------*********************************************----------------| 83%
| action_network/ | |
| Cooling_Setpoint_RL | -0.16668245 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.062447 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6034108 |
| air_humidity | -0.7924506 |
| air_temperature | -0.8462544 |
| clg_setpoint | 1.0416163 |
| co2_emission | 0.0 |
| day_of_month | -1.5476142 |
| diffuse_solar_radiation | -0.7797543 |
| direct_solar_radiation | -0.6410785 |
| hour | -1.0821947 |
| htg_setpoint | -0.91520095 |
| month | 1.88921 |
| outdoor_humidity | -0.31524774 |
| outdoor_temperature | -0.6262463 |
| people_occupant | -0.69067997 |
| total_electricity_HVAC | -0.61309814 |
| wind_direction | 1.6091584 |
| wind_speed | -0.5060419 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 28.380844 |
| air_temperature | 21.401165 |
| clg_setpoint | 28.894556 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 13.742053 |
| month | 11.0 |
| outdoor_humidity | 62.0 |
| outdoor_temperature | 7.818483 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 340.0 |
| wind_speed | 3.6 |
-------------------------------------------------
-------------------------------------------------**********************************************---------------| 84%
| action_network/ | |
| Cooling_Setpoint_RL | -0.10545772 |
| Heating_Setpoint_RL | 0.17105106 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.269081 |
| Heating_Setpoint_RL | 18.587162 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.60321426 |
| air_humidity | -1.1348248 |
| air_temperature | -0.46262208 |
| clg_setpoint | 0.34731618 |
| co2_emission | 0.0 |
| day_of_month | -1.4259523 |
| diffuse_solar_radiation | -0.7791872 |
| direct_solar_radiation | -0.64127177 |
| hour | -0.9376613 |
| htg_setpoint | -0.41167307 |
| month | 1.8746496 |
| outdoor_humidity | 0.112802714 |
| outdoor_temperature | -0.64092237 |
| people_occupant | -0.6889456 |
| total_electricity_HVAC | -0.61287636 |
| wind_direction | 1.7008004 |
| wind_speed | -0.72380096 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 23.884977 |
| air_temperature | 22.090473 |
| clg_setpoint | 27.182411 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 15.784157 |
| month | 11.0 |
| outdoor_humidity | 71.0 |
| outdoor_temperature | 7.6737905 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 350.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------*********************************************---------------| 84%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.36972845 |
| air_humidity | -0.11318588 |
| air_temperature | 0.08733917 |
| clg_setpoint | 0.10982244 |
| co2_emission | 0.0 |
| day_of_month | -1.306071 |
| diffuse_solar_radiation | -0.4430327 |
| direct_solar_radiation | -0.112342075 |
| hour | -0.7931591 |
| htg_setpoint | 1.386085 |
| month | 1.8604208 |
| outdoor_humidity | 0.8213777 |
| outdoor_temperature | -0.44157624 |
| people_occupant | -0.68722427 |
| total_electricity_HVAC | 0.30689073 |
| wind_direction | 1.5043908 |
| wind_speed | -0.93610966 |
| observation/ | |
| HVAC_electricity_demand_rate | 4005.3298 |
| air_humidity | 37.104103 |
| air_temperature | 23.077166 |
| clg_setpoint | 26.59769 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 34.5 |
| direct_solar_radiation | 136.0 |
| hour | 6.0 |
| htg_setpoint | 23.072977 |
| month | 11.0 |
| outdoor_humidity | 86.0 |
| outdoor_temperature | 9.64108 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3604796.8 |
| wind_direction | 330.0 |
| wind_speed | 2.6 |
--------------------------------------------------
--------------------------------------------------*********************************************---------------| 84%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.1936392 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 16.53578 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6032666 |
| air_humidity | -0.052800648 |
| air_temperature | -1.303641 |
| clg_setpoint | -1.2456396 |
| co2_emission | 0.0 |
| day_of_month | -1.1876615 |
| diffuse_solar_radiation | 0.10756844 |
| direct_solar_radiation | 0.8071453 |
| hour | -0.6486786 |
| htg_setpoint | -0.8721904 |
| month | 1.8465112 |
| outdoor_humidity | -0.026924971 |
| outdoor_temperature | -0.534232 |
| people_occupant | -0.68781745 |
| total_electricity_HVAC | -0.5844762 |
| wind_direction | 1.305065 |
| wind_speed | 1.2654611 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 37.89802 |
| air_temperature | 20.581327 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 91.0 |
| direct_solar_radiation | 372.0 |
| hour | 7.0 |
| htg_setpoint | 13.922151 |
| month | 11.0 |
| outdoor_humidity | 68.0 |
| outdoor_temperature | 8.738346 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 187017.98 |
| wind_direction | 310.0 |
| wind_speed | 7.7 |
--------------------------------------------------
-------------------------------------------------**********************************************---------------| 84%
| action_network/ | |
| Cooling_Setpoint_RL | -0.27432412 |
| Heating_Setpoint_RL | 0.92080307 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.699156 |
| Heating_Setpoint_RL | 22.804518 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5405833 |
| air_humidity | -0.40091434 |
| air_temperature | 0.42018834 |
| clg_setpoint | 0.124770984 |
| co2_emission | 0.0 |
| day_of_month | -1.0704535 |
| diffuse_solar_radiation | 0.3573262 |
| direct_solar_radiation | 1.5275798 |
| hour | -0.5042121 |
| htg_setpoint | -1.3459558 |
| month | 1.832909 |
| outdoor_humidity | -0.64033306 |
| outdoor_temperature | -0.47545105 |
| people_occupant | 1.6953896 |
| total_electricity_HVAC | -0.56406105 |
| wind_direction | -1.703778 |
| wind_speed | 1.0424999 |
| observation/ | |
| HVAC_electricity_demand_rate | 336.46362 |
| air_humidity | 33.384125 |
| air_temperature | 23.672955 |
| clg_setpoint | 26.634033 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 116.5 |
| direct_solar_radiation | 556.5 |
| hour | 8.0 |
| htg_setpoint | 12.0 |
| month | 11.0 |
| outdoor_humidity | 55.0 |
| outdoor_temperature | 9.308167 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 262332.97 |
| wind_direction | 0.0 |
| wind_speed | 7.2 |
-------------------------------------------------
-------------------------------------------------***********************************************--------------| 85%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.030009896 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.793806 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.58362436 |
| air_humidity | -0.23554091 |
| air_temperature | 0.7226869 |
| clg_setpoint | -0.8535409 |
| co2_emission | 0.0 |
| day_of_month | -0.9542111 |
| diffuse_solar_radiation | 0.763619 |
| direct_solar_radiation | 1.4114851 |
| hour | -0.3597535 |
| htg_setpoint | -0.5785413 |
| month | 1.819603 |
| outdoor_humidity | -0.11953346 |
| outdoor_temperature | -0.41663745 |
| people_occupant | 1.6934923 |
| total_electricity_HVAC | -0.60474163 |
| wind_direction | 1.0979317 |
| wind_speed | -0.509234 |
| observation/ | |
| HVAC_electricity_demand_rate | 161.66307 |
| air_humidity | 35.507812 |
| air_temperature | 24.215065 |
| clg_setpoint | 24.216255 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 158.0 |
| direct_solar_radiation | 527.0 |
| hour | 9.0 |
| htg_setpoint | 15.110534 |
| month | 11.0 |
| outdoor_humidity | 66.0 |
| outdoor_temperature | 9.874492 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 104659.875 |
| wind_direction | 290.0 |
| wind_speed | 3.6 |
-------------------------------------------------
----------------------------------------------------********************************************--------------| 85%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.00070267916 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.621048 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.416029 |
| air_humidity | 0.12718967 |
| air_temperature | 0.18391813 |
| clg_setpoint | -1.2437875 |
| co2_emission | 0.0 |
| day_of_month | -0.8387295 |
| diffuse_solar_radiation | 1.7109311 |
| direct_solar_radiation | 0.099459365 |
| hour | -0.2152986 |
| htg_setpoint | 1.4297863 |
| month | 1.8065827 |
| outdoor_humidity | 0.021326333 |
| outdoor_temperature | -0.14630313 |
| people_occupant | 1.6916118 |
| total_electricity_HVAC | -0.42576632 |
| wind_direction | 1.1884801 |
| wind_speed | -0.9399024 |
| observation/ | |
| HVAC_electricity_demand_rate | 834.97064 |
| air_humidity | 40.178772 |
| air_temperature | 23.248978 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 255.0 |
| direct_solar_radiation | 190.0 |
| hour | 10.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 69.0 |
| outdoor_temperature | 12.509602 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 789456.44 |
| wind_direction | 300.0 |
| wind_speed | 2.6 |
----------------------------------------------------
-------------------------------------------------***********************************************--------------| 85%
| action_network/ | |
| Cooling_Setpoint_RL | -0.07232964 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.380888 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.60194725 |
| air_humidity | 0.4803538 |
| air_temperature | -0.18532218 |
| clg_setpoint | 1.4900343 |
| co2_emission | 0.0 |
| day_of_month | -0.723832 |
| diffuse_solar_radiation | 1.5415164 |
| direct_solar_radiation | -0.30327582 |
| hour | -0.07084473 |
| htg_setpoint | -0.8208861 |
| month | 1.7938379 |
| outdoor_humidity | -0.21797909 |
| outdoor_temperature | 0.12618822 |
| people_occupant | -0.69015205 |
| total_electricity_HVAC | -0.6113153 |
| wind_direction | -0.44817466 |
| wind_speed | -0.50304484 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 44.746773 |
| air_temperature | 22.588392 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 237.5 |
| direct_solar_radiation | 86.5 |
| hour | 11.0 |
| htg_setpoint | 14.13995 |
| month | 11.0 |
| outdoor_humidity | 64.0 |
| outdoor_temperature | 15.168418 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 130.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------***********************************************-------------| 86%
| action_network/ | |
| Cooling_Setpoint_RL | 0.3424126 |
| Heating_Setpoint_RL | -0.013660746 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.780643 |
| Heating_Setpoint_RL | 17.548159 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.60184944 |
| air_humidity | 1.2722211 |
| air_temperature | -0.503849 |
| clg_setpoint | 0.94319856 |
| co2_emission | 0.0 |
| day_of_month | -0.6093683 |
| diffuse_solar_radiation | 1.0690504 |
| direct_solar_radiation | -0.5812986 |
| hour | 0.07360909 |
| htg_setpoint | 0.27461168 |
| month | 1.7813591 |
| outdoor_humidity | 0.29904935 |
| outdoor_temperature | 0.14656386 |
| people_occupant | -0.6884602 |
| total_electricity_HVAC | -0.6112325 |
| wind_direction | 0.9020113 |
| wind_speed | 1.2613597 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 54.97228 |
| air_temperature | 22.017782 |
| clg_setpoint | 28.65259 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 189.0 |
| direct_solar_radiation | 15.0 |
| hour | 12.0 |
| htg_setpoint | 18.5854 |
| month | 11.0 |
| outdoor_humidity | 75.0 |
| outdoor_temperature | 15.363173 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 270.0 |
| wind_speed | 7.7 |
--------------------------------------------------
--------------------------------------------------***********************************************-------------| 86%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.1184731 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.958588 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.016293854 |
| air_humidity | 1.1552829 |
| air_temperature | 0.18592718 |
| clg_setpoint | -1.2448667 |
| co2_emission | 0.0 |
| day_of_month | -0.49521285 |
| diffuse_solar_radiation | 1.1182595 |
| direct_solar_radiation | -0.15806843 |
| hour | 0.21806225 |
| htg_setpoint | -0.2069899 |
| month | 1.769137 |
| outdoor_humidity | 0.72279435 |
| outdoor_temperature | 0.23102778 |
| people_occupant | 1.2200508 |
| total_electricity_HVAC | -0.05819001 |
| wind_direction | 1.667693 |
| wind_speed | 1.7281724 |
| observation/ | |
| HVAC_electricity_demand_rate | 2440.7 |
| air_humidity | 53.49208 |
| air_temperature | 23.24883 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 194.0 |
| direct_solar_radiation | 123.0 |
| hour | 13.0 |
| htg_setpoint | 16.633698 |
| month | 11.0 |
| outdoor_humidity | 84.0 |
| outdoor_temperature | 16.180214 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 2196630.0 |
| wind_direction | 350.0 |
| wind_speed | 8.8 |
--------------------------------------------------
-------------------------------------------------************************************************-------------| 86%
| action_network/ | |
| Cooling_Setpoint_RL | 0.099804044 |
| Heating_Setpoint_RL | 0.34916353 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.961838 |
| Heating_Setpoint_RL | 19.589045 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.39229977 |
| air_humidity | -0.11778478 |
| air_temperature | 0.1874853 |
| clg_setpoint | -1.2446305 |
| co2_emission | 0.0 |
| day_of_month | -0.38126335 |
| diffuse_solar_radiation | 0.3522417 |
| direct_solar_radiation | -0.31688926 |
| hour | 0.3625126 |
| htg_setpoint | -1.2337424 |
| month | 1.7571633 |
| outdoor_humidity | -0.13079318 |
| outdoor_temperature | -0.34874576 |
| people_occupant | 1.6951774 |
| total_electricity_HVAC | -0.40321392 |
| wind_direction | 1.5632368 |
| wind_speed | -0.29719174 |
| observation/ | |
| HVAC_electricity_demand_rate | 926.5238 |
| air_humidity | 37.14402 |
| air_temperature | 23.251057 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 115.5 |
| direct_solar_radiation | 82.0 |
| hour | 14.0 |
| htg_setpoint | 12.474998 |
| month | 11.0 |
| outdoor_humidity | 66.0 |
| outdoor_temperature | 10.52645 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 872413.7 |
| wind_direction | 340.0 |
| wind_speed | 4.1 |
-------------------------------------------------
-------------------------------------------------************************************************-------------| 86%
| action_network/ | |
| Cooling_Setpoint_RL | -0.55445427 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.753717 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6010241 |
| air_humidity | 0.21535462 |
| air_temperature | 1.1740013 |
| clg_setpoint | -0.5284647 |
| co2_emission | 0.0 |
| day_of_month | -0.2674402 |
| diffuse_solar_radiation | -0.4045554 |
| direct_solar_radiation | -0.42690912 |
| hour | 0.5069563 |
| htg_setpoint | 1.0442913 |
| month | 1.7454294 |
| outdoor_humidity | 0.67452294 |
| outdoor_temperature | -0.39842442 |
| people_occupant | 1.6933187 |
| total_electricity_HVAC | -0.6103539 |
| wind_direction | -0.2570896 |
| wind_speed | -0.7251853 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 41.415527 |
| air_temperature | 25.013014 |
| clg_setpoint | 25.018188 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 38.0 |
| direct_solar_radiation | 53.5 |
| hour | 15.0 |
| htg_setpoint | 21.715435 |
| month | 11.0 |
| outdoor_humidity | 83.0 |
| outdoor_temperature | 10.022162 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 150.0 |
| wind_speed | 3.1 |
-------------------------------------------------
-------------------------------------------------*************************************************------------| 87%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.49934036 |
| air_humidity | 0.9210808 |
| air_temperature | 0.18918079 |
| clg_setpoint | -1.2427852 |
| co2_emission | 0.0 |
| day_of_month | -0.15368575 |
| diffuse_solar_radiation | -0.7758329 |
| direct_solar_radiation | -0.63524437 |
| hour | 0.6513881 |
| htg_setpoint | 0.06803053 |
| month | 1.7339274 |
| outdoor_humidity | 1.4761152 |
| outdoor_temperature | -0.44626114 |
| people_occupant | 1.6914761 |
| total_electricity_HVAC | -0.5142786 |
| wind_direction | -0.16026019 |
| wind_speed | -0.07842488 |
| observation/ | |
| HVAC_electricity_demand_rate | 495.54385 |
| air_humidity | 50.484425 |
| air_temperature | 23.255222 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 16.0 |
| htg_setpoint | 17.765942 |
| month | 11.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 9.551846 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 445989.47 |
| wind_direction | 160.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------************************************************------------| 87%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.36541924 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.680483 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5241157 |
| air_humidity | -0.70065546 |
| air_temperature | 0.19208823 |
| clg_setpoint | -1.2422824 |
| co2_emission | 0.0 |
| day_of_month | -0.039963804 |
| diffuse_solar_radiation | -0.77538836 |
| direct_solar_radiation | -0.6345857 |
| hour | 0.7958013 |
| htg_setpoint | 1.2581424 |
| month | 1.7226499 |
| outdoor_humidity | -0.6108664 |
| outdoor_temperature | -0.70822567 |
| people_occupant | 1.6896496 |
| total_electricity_HVAC | -0.5488366 |
| wind_direction | 0.98761237 |
| wind_speed | 1.2501627 |
| observation/ | |
| HVAC_electricity_demand_rate | 393.90622 |
| air_humidity | 29.718525 |
| air_temperature | 23.258968 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 22.590687 |
| month | 11.0 |
| outdoor_humidity | 56.0 |
| outdoor_temperature | 6.9871964 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 311597.9 |
| wind_direction | 280.0 |
| wind_speed | 7.7 |
--------------------------------------------------
-------------------------------------------------*************************************************------------| 87%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.71426165 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.607278 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.72158 |
| air_humidity | -0.92553973 |
| air_temperature | -0.17392862 |
| clg_setpoint | -0.60227394 |
| co2_emission | 0.0 |
| day_of_month | 0.07374075 |
| diffuse_solar_radiation | -0.77497494 |
| direct_solar_radiation | -0.6340422 |
| hour | 0.9401875 |
| htg_setpoint | 1.4204112 |
| month | 1.7115896 |
| outdoor_humidity | -0.2786457 |
| outdoor_temperature | -0.51557696 |
| people_occupant | -0.6896484 |
| total_electricity_HVAC | 2.808616 |
| wind_direction | 0.3138304 |
| wind_speed | 0.60403734 |
| observation/ | |
| HVAC_electricity_demand_rate | 13468.185 |
| air_humidity | 26.824507 |
| air_temperature | 22.603897 |
| clg_setpoint | 24.832329 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 63.0 |
| outdoor_temperature | 8.839593 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 13203605.0 |
| wind_direction | 210.0 |
| wind_speed | 6.2 |
-------------------------------------------------
-------------------------------------------------*************************************************------------| 87%
| action_network/ | |
| Cooling_Setpoint_RL | -0.67702186 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.340052 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5998489 |
| air_humidity | -0.97798854 |
| air_temperature | -0.8285982 |
| clg_setpoint | -0.3583869 |
| co2_emission | 0.0 |
| day_of_month | 0.18742219 |
| diffuse_solar_radiation | -0.77451843 |
| direct_solar_radiation | -0.633851 |
| hour | 1.084537 |
| htg_setpoint | -0.8685577 |
| month | 1.7007396 |
| outdoor_humidity | -0.5646908 |
| outdoor_temperature | -0.79507285 |
| people_occupant | -0.6879969 |
| total_electricity_HVAC | -0.60905445 |
| wind_direction | 1.0802932 |
| wind_speed | 2.3621175 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 26.138388 |
| air_temperature | 21.434278 |
| clg_setpoint | 25.43772 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 13.967821 |
| month | 11.0 |
| outdoor_humidity | 57.0 |
| outdoor_temperature | 6.1243944 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 290.0 |
| wind_speed | 10.3 |
| train/ | |
| approx_kl | 0.009740714 |
| clip_fraction | 0.0978 |
| clip_range | 0.2 |
| entropy_loss | -2.83 |
| explained_variance | 0.651 |
| learning_rate | 0.0003 |
| loss | 0.676 |
| n_updates | 150 |
| policy_gradient_loss | -0.0137 |
| std | 0.985 |
| value_loss | 2.14 |
-------------------------------------------------
-------------------------------------------------**************************************************-----------| 88%
| action_network/ | |
| Cooling_Setpoint_RL | -0.4672674 |
| Heating_Setpoint_RL | 0.96265274 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.047972 |
| Heating_Setpoint_RL | 23.03992 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.6982812 |
| air_humidity | -0.5737589 |
| air_temperature | 0.19190234 |
| clg_setpoint | 0.78075117 |
| co2_emission | 0.0 |
| day_of_month | 0.30105424 |
| diffuse_solar_radiation | -0.77389693 |
| direct_solar_radiation | -0.63346136 |
| hour | 1.2288388 |
| htg_setpoint | 1.4203533 |
| month | 1.6900934 |
| outdoor_humidity | -0.23158975 |
| outdoor_temperature | -0.98403513 |
| people_occupant | -0.45014292 |
| total_electricity_HVAC | 1.8507934 |
| wind_direction | 0.88511795 |
| wind_speed | -0.08973262 |
| observation/ | |
| HVAC_electricity_demand_rate | 9361.33 |
| air_humidity | 31.266748 |
| air_temperature | 23.250065 |
| clg_setpoint | 28.252747 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 64.0 |
| outdoor_temperature | 4.2674985 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 9541831.0 |
| wind_direction | 270.0 |
| wind_speed | 4.6 |
-------------------------------------------------
-------------------------------------------------**************************************************-----------| 88%
| action_network/ | |
| Cooling_Setpoint_RL | -0.11629379 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.232508 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5516951 |
| air_humidity | -0.14131463 |
| air_temperature | -0.7993068 |
| clg_setpoint | 1.4886444 |
| co2_emission | 0.0 |
| day_of_month | 0.4145904 |
| diffuse_solar_radiation | -0.7733438 |
| direct_solar_radiation | -0.6327107 |
| hour | 1.3730801 |
| htg_setpoint | 0.20580564 |
| month | 1.6796447 |
| outdoor_humidity | 0.24587499 |
| outdoor_temperature | -1.0287379 |
| people_occupant | -0.6891252 |
| total_electricity_HVAC | -0.56227493 |
| wind_direction | 0.6907795 |
| wind_speed | -0.30461034 |
| observation/ | |
| HVAC_electricity_demand_rate | 279.75113 |
| air_humidity | 36.76898 |
| air_temperature | 21.485409 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 18.325615 |
| month | 11.0 |
| outdoor_humidity | 74.0 |
| outdoor_temperature | 3.801096 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 256438.23 |
| wind_direction | 250.0 |
| wind_speed | 4.1 |
-------------------------------------------------
-------------------------------------------------**************************************************-----------| 88%
| action_network/ | |
| Cooling_Setpoint_RL | -0.5045305 |
| Heating_Setpoint_RL | 0.084068395 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.922209 |
| Heating_Setpoint_RL | 18.097885 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5645316 |
| air_humidity | 0.18415645 |
| air_temperature | -1.2631594 |
| clg_setpoint | 1.1906042 |
| co2_emission | 0.0 |
| day_of_month | 0.52796423 |
| diffuse_solar_radiation | -0.77284443 |
| direct_solar_radiation | -0.63247365 |
| hour | 1.5172472 |
| htg_setpoint | -1.3545275 |
| month | 1.6693873 |
| outdoor_humidity | 0.76989216 |
| outdoor_temperature | -1.1481535 |
| people_occupant | -0.6896841 |
| total_electricity_HVAC | -0.57360846 |
| wind_direction | 0.881765 |
| wind_speed | 1.245584 |
| observation/ | |
| HVAC_electricity_demand_rate | 226.86702 |
| air_humidity | 40.905388 |
| air_temperature | 20.660357 |
| clg_setpoint | 29.260416 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 12.0 |
| month | 11.0 |
| outdoor_humidity | 85.0 |
| outdoor_temperature | 2.6061144 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 211865.4 |
| wind_direction | 270.0 |
| wind_speed | 7.7 |
-------------------------------------------------
--------------------------------------------------**************************************************----------| 89%
| action_network/ | |
| Cooling_Setpoint_RL | -0.5832333 |
| Heating_Setpoint_RL | -0.84847087 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.656588 |
| Heating_Setpoint_RL | 12.852351 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.45885336 |
| air_humidity | -0.045889135 |
| air_temperature | -2.0099351 |
| clg_setpoint | 1.2148534 |
| co2_emission | 0.0 |
| day_of_month | 0.6410902 |
| diffuse_solar_radiation | -0.77237254 |
| direct_solar_radiation | -0.63239264 |
| hour | 1.6613247 |
| htg_setpoint | -0.19523518 |
| month | 1.6593157 |
| outdoor_humidity | 0.00592538 |
| outdoor_temperature | -1.4912742 |
| people_occupant | -0.69023955 |
| total_electricity_HVAC | -0.4747692 |
| wind_direction | 0.8791409 |
| wind_speed | 2.1448913 |
| observation/ | |
| HVAC_electricity_demand_rate | 655.09705 |
| air_humidity | 37.963158 |
| air_temperature | 19.327555 |
| clg_setpoint | 29.320127 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 16.702179 |
| month | 11.0 |
| outdoor_humidity | 69.0 |
| outdoor_temperature | -0.7713067 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 593531.9 |
| wind_direction | 270.0 |
| wind_speed | 9.8 |
--------------------------------------------------
-------------------------------------------------***************************************************----------| 89%
| action_network/ | |
| Cooling_Setpoint_RL | -0.5381456 |
| Heating_Setpoint_RL | 0.038035974 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.808758 |
| Heating_Setpoint_RL | 17.838953 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.719279 |
| air_humidity | -0.9050364 |
| air_temperature | -1.1616275 |
| clg_setpoint | 0.8865483 |
| co2_emission | 0.0 |
| day_of_month | 0.8685872 |
| diffuse_solar_radiation | -0.7719205 |
| direct_solar_radiation | -0.63236195 |
| hour | -1.6609257 |
| htg_setpoint | 1.0355506 |
| month | 1.6494242 |
| outdoor_humidity | -0.47113135 |
| outdoor_temperature | -1.7519659 |
| people_occupant | -0.69079155 |
| total_electricity_HVAC | 3.571054 |
| wind_direction | 1.068614 |
| wind_speed | 1.9163445 |
| observation/ | |
| HVAC_electricity_demand_rate | 17620.184 |
| air_humidity | 27.011366 |
| air_temperature | 20.829681 |
| clg_setpoint | 28.506514 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 21.691505 |
| month | 11.0 |
| outdoor_humidity | 59.0 |
| outdoor_temperature | -3.3775017 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 16245475.0 |
| wind_direction | 290.0 |
| wind_speed | 9.3 |
-------------------------------------------------
-------------------------------------------------***************************************************----------| 89%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.1330615 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.37347 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.059407 |
| air_humidity | -1.5782021 |
| air_temperature | -2.1449811 |
| clg_setpoint | 1.2833782 |
| co2_emission | 0.0 |
| day_of_month | 0.98089963 |
| diffuse_solar_radiation | -0.77140886 |
| direct_solar_radiation | -0.63236916 |
| hour | -1.5161614 |
| htg_setpoint | 0.14042985 |
| month | 1.6397074 |
| outdoor_humidity | -0.8515791 |
| outdoor_temperature | -1.8118979 |
| people_occupant | -0.68916726 |
| total_electricity_HVAC | 0.9589198 |
| wind_direction | 1.5448622 |
| wind_speed | -0.529535 |
| observation/ | |
| HVAC_electricity_demand_rate | 6843.0327 |
| air_humidity | 18.368307 |
| air_temperature | 19.065619 |
| clg_setpoint | 29.490217 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 18.061039 |
| month | 11.0 |
| outdoor_humidity | 51.0 |
| outdoor_temperature | -4.05565 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 6158729.5 |
| wind_direction | 340.0 |
| wind_speed | 3.6 |
-------------------------------------------------
------------------------------------------------*****************************************************---------| 90%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.281407 |
| air_humidity | -2.01287 |
| air_temperature | 0.2040637 |
| clg_setpoint | -1.2371489 |
| co2_emission | 0.0 |
| day_of_month | 1.0925527 |
| diffuse_solar_radiation | -0.7709578 |
| direct_solar_radiation | -0.6324336 |
| hour | -1.3714777 |
| htg_setpoint | 1.4191482 |
| month | 1.6301605 |
| outdoor_humidity | 1.4967773 |
| outdoor_temperature | -1.645987 |
| people_occupant | -0.6875543 |
| total_electricity_HVAC | 2.1141868 |
| wind_direction | -1.2427522 |
| wind_speed | -1.1687262 |
| observation/ | |
| HVAC_electricity_demand_rate | 11857.265 |
| air_humidity | 12.6605835 |
| air_temperature | 23.250027 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | -2.5130234 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 10671539.0 |
| wind_direction | 50.0 |
| wind_speed | 2.1 |
------------------------------------------------
-------------------------------------------------****************************************************---------| 90%
| action_network/ | |
| Cooling_Setpoint_RL | -0.5834549 |
| Heating_Setpoint_RL | 0.973484 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.65584 |
| Heating_Setpoint_RL | 23.100847 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.20747389 |
| air_humidity | 0.14960806 |
| air_temperature | -0.5400142 |
| clg_setpoint | 0.4273376 |
| co2_emission | 0.0 |
| day_of_month | 1.2033869 |
| diffuse_solar_radiation | -0.7703967 |
| direct_solar_radiation | -0.6312806 |
| hour | -1.2268589 |
| htg_setpoint | 0.96218985 |
| month | 1.6207783 |
| outdoor_humidity | 1.3024323 |
| outdoor_temperature | -0.66815645 |
| people_occupant | -0.688109 |
| total_electricity_HVAC | -0.3161347 |
| wind_direction | -1.1426129 |
| wind_speed | 0.1609307 |
| observation/ | |
| HVAC_electricity_demand_rate | 1693.7432 |
| air_humidity | 40.278286 |
| air_temperature | 21.923159 |
| clg_setpoint | 27.365017 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 21.405342 |
| month | 11.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 6.9911156 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1220903.6 |
| wind_direction | 60.0 |
| wind_speed | 5.2 |
-------------------------------------------------
-------------------------------------------------****************************************************---------| 90%
| action_network/ | |
| Cooling_Setpoint_RL | 0.3369671 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.762264 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.2804973 |
| air_humidity | 0.9147384 |
| air_temperature | 0.20315155 |
| clg_setpoint | 0.18692245 |
| co2_emission | 0.0 |
| day_of_month | 1.3132298 |
| diffuse_solar_radiation | -0.76960295 |
| direct_solar_radiation | -0.62992597 |
| hour | -1.0822914 |
| htg_setpoint | 1.4157032 |
| month | 1.6115563 |
| outdoor_humidity | 0.96132904 |
| outdoor_temperature | -0.57931 |
| people_occupant | -0.68866026 |
| total_electricity_HVAC | 2.13873 |
| wind_direction | 0.68177754 |
| wind_speed | -0.52637124 |
| observation/ | |
| HVAC_electricity_demand_rate | 11872.871 |
| air_humidity | 50.111572 |
| air_temperature | 23.247553 |
| clg_setpoint | 26.767801 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 89.0 |
| outdoor_temperature | 7.8570857 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 10785310.0 |
| wind_direction | 250.0 |
| wind_speed | 3.6 |
-------------------------------------------------
-------------------------------------------------****************************************************---------| 90%
| action_network/ | |
| Cooling_Setpoint_RL | -0.5152639 |
| Heating_Setpoint_RL | -0.38432577 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.885984 |
| Heating_Setpoint_RL | 15.463167 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.58986723 |
| air_humidity | -0.3129818 |
| air_temperature | -0.32881317 |
| clg_setpoint | -1.2328023 |
| co2_emission | 0.0 |
| day_of_month | 1.4218975 |
| diffuse_solar_radiation | -0.7691092 |
| direct_solar_radiation | -0.62913686 |
| hour | -0.93776304 |
| htg_setpoint | 1.1806083 |
| month | 1.60249 |
| outdoor_humidity | 0.81821847 |
| outdoor_temperature | -0.8347318 |
| people_occupant | -0.6892082 |
| total_electricity_HVAC | 0.40623483 |
| wind_direction | -1.7230462 |
| wind_speed | -2.0689201 |
| observation/ | |
| HVAC_electricity_demand_rate | 4954.6797 |
| air_humidity | 34.419334 |
| air_temperature | 22.300102 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 22.300056 |
| month | 11.0 |
| outdoor_humidity | 86.0 |
| outdoor_temperature | 5.369512 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4034139.8 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
-------------------------------------------------*****************************************************--------| 91%
| action_network/ | |
| Cooling_Setpoint_RL | 0.30605653 |
| Heating_Setpoint_RL | 0.12381762 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.65794 |
| Heating_Setpoint_RL | 18.321474 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.3175046 |
| air_humidity | -0.3420343 |
| air_temperature | -1.0038611 |
| clg_setpoint | -1.2312639 |
| co2_emission | 0.0 |
| day_of_month | 1.5291972 |
| diffuse_solar_radiation | -0.76834834 |
| direct_solar_radiation | -0.6278237 |
| hour | -0.79326344 |
| htg_setpoint | 0.8838124 |
| month | 1.5935749 |
| outdoor_humidity | 0.1478532 |
| outdoor_temperature | -0.98125666 |
| people_occupant | -0.6897529 |
| total_electricity_HVAC | 2.5004256 |
| wind_direction | 0.9666657 |
| wind_speed | -0.31324196 |
| observation/ | |
| HVAC_electricity_demand_rate | 12029.417 |
| air_humidity | 34.04683 |
| air_temperature | 21.098486 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 21.098305 |
| month | 11.0 |
| outdoor_humidity | 72.0 |
| outdoor_temperature | 3.9291906 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 12201111.0 |
| wind_direction | 280.0 |
| wind_speed | 4.1 |
-------------------------------------------------
-------------------------------------------------*****************************************************--------| 91%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.52815306 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 20.595861 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.1815763 |
| air_humidity | -0.32270694 |
| air_temperature | -0.5479336 |
| clg_setpoint | 1.2272958 |
| co2_emission | 0.0 |
| day_of_month | 1.6349294 |
| diffuse_solar_radiation | -0.5152662 |
| direct_solar_radiation | -0.62764895 |
| hour | -0.6487839 |
| htg_setpoint | 1.2573245 |
| month | 1.5848069 |
| outdoor_humidity | 0.48295018 |
| outdoor_temperature | -0.8171938 |
| people_occupant | -0.6902942 |
| total_electricity_HVAC | 3.1161242 |
| wind_direction | 1.15877 |
| wind_speed | 1.4450442 |
| observation/ | |
| HVAC_electricity_demand_rate | 15572.917 |
| air_humidity | 34.282326 |
| air_temperature | 21.909296 |
| clg_setpoint | 29.334528 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 25.5 |
| direct_solar_radiation | 0.0 |
| hour | 7.0 |
| htg_setpoint | 22.616539 |
| month | 11.0 |
| outdoor_humidity | 79.0 |
| outdoor_temperature | 5.5096045 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 14608127.0 |
| wind_direction | 300.0 |
| wind_speed | 8.2 |
-------------------------------------------------
-------------------------------------------------*****************************************************--------| 91%
| action_network/ | |
| Cooling_Setpoint_RL | 0.12204751 |
| Heating_Setpoint_RL | 0.30268413 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.036911 |
| Heating_Setpoint_RL | 19.327599 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.59916645 |
| air_humidity | -0.7981283 |
| air_temperature | -1.4643096 |
| clg_setpoint | -0.35995522 |
| co2_emission | 0.0 |
| day_of_month | -1.6697199 |
| diffuse_solar_radiation | 0.020586867 |
| direct_solar_radiation | 0.8392856 |
| hour | -0.50431734 |
| htg_setpoint | -1.307544 |
| month | 1.8913904 |
| outdoor_humidity | -0.8605827 |
| outdoor_temperature | -0.79298854 |
| people_occupant | -0.6887072 |
| total_electricity_HVAC | -0.60815746 |
| wind_direction | 1.3459274 |
| wind_speed | 3.437488 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 28.202463 |
| air_temperature | 20.274755 |
| clg_setpoint | 25.406797 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 79.5 |
| direct_solar_radiation | 369.5 |
| hour | 8.0 |
| htg_setpoint | 12.21536 |
| month | 12.0 |
| outdoor_humidity | 51.0 |
| outdoor_temperature | 5.727021 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 320.0 |
| wind_speed | 12.9 |
-------------------------------------------------
-------------------------------------------------******************************************************-------| 92%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.54172724 |
| air_humidity | -1.3351203 |
| air_temperature | 1.0449758 |
| clg_setpoint | -0.37498695 |
| co2_emission | 0.0 |
| day_of_month | -1.5470023 |
| diffuse_solar_radiation | 0.16045065 |
| direct_solar_radiation | 1.8470701 |
| hour | -0.3598581 |
| htg_setpoint | -1.098933 |
| month | 1.8780477 |
| outdoor_humidity | -1.4325031 |
| outdoor_temperature | -1.036573 |
| people_occupant | 1.697742 |
| total_electricity_HVAC | -0.5566139 |
| wind_direction | 1.2450191 |
| wind_speed | 2.5010238 |
| observation/ | |
| HVAC_electricity_demand_rate | 322.72003 |
| air_humidity | 21.270222 |
| air_temperature | 24.732664 |
| clg_setpoint | 25.372986 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 93.5 |
| direct_solar_radiation | 623.0 |
| hour | 9.0 |
| htg_setpoint | 13.058374 |
| month | 12.0 |
| outdoor_humidity | 39.0 |
| outdoor_temperature | 3.3114686 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 279865.6 |
| wind_direction | 310.0 |
| wind_speed | 10.8 |
-------------------------------------------------
-------------------------------------------------******************************************************-------| 92%
| action_network/ | |
| Cooling_Setpoint_RL | 0.08569181 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.91421 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4318966 |
| air_humidity | -0.76156306 |
| air_temperature | 0.6975423 |
| clg_setpoint | -0.8829524 |
| co2_emission | 0.0 |
| day_of_month | -1.4261699 |
| diffuse_solar_radiation | -0.09079776 |
| direct_solar_radiation | 2.5606358 |
| hour | -0.21540229 |
| htg_setpoint | 1.1918458 |
| month | 1.8649833 |
| outdoor_humidity | -1.0450715 |
| outdoor_temperature | -1.0567044 |
| people_occupant | 1.6959792 |
| total_electricity_HVAC | -0.46329865 |
| wind_direction | 0.66558164 |
| wind_speed | -0.32498994 |
| observation/ | |
| HVAC_electricity_demand_rate | 774.03485 |
| air_humidity | 28.545856 |
| air_temperature | 24.112741 |
| clg_setpoint | 24.113817 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 68.0 |
| direct_solar_radiation | 804.0 |
| hour | 10.0 |
| htg_setpoint | 22.34817 |
| month | 12.0 |
| outdoor_humidity | 47.0 |
| outdoor_temperature | 3.0760257 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 644649.94 |
| wind_direction | 250.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------*****************************************************-------| 92%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.2346012 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.944632 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.53578895 |
| air_humidity | 0.19437674 |
| air_temperature | 0.21602459 |
| clg_setpoint | -1.2305762 |
| co2_emission | 0.0 |
| day_of_month | -1.3069122 |
| diffuse_solar_radiation | 0.20385283 |
| direct_solar_radiation | -0.62689817 |
| hour | -0.070947446 |
| htg_setpoint | -1.3599236 |
| month | 1.8521879 |
| outdoor_humidity | 0.9694915 |
| outdoor_temperature | -0.642926 |
| people_occupant | 1.217751 |
| total_electricity_HVAC | -0.54821104 |
| wind_direction | 0.6647867 |
| wind_speed | -0.113266796 |
| observation/ | |
| HVAC_electricity_demand_rate | 345.61633 |
| air_humidity | 40.72291 |
| air_temperature | 23.253454 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 97.5 |
| direct_solar_radiation | 0.0 |
| hour | 11.0 |
| htg_setpoint | 12.0 |
| month | 12.0 |
| outdoor_humidity | 89.0 |
| outdoor_temperature | 7.0829134 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 311054.72 |
| wind_direction | 250.0 |
| wind_speed | 4.6 |
--------------------------------------------------
--------------------------------------------------*****************************************************-------| 92%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.10069295 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.191399 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5804793 |
| air_humidity | -0.2649844 |
| air_temperature | 0.8268111 |
| clg_setpoint | -0.058832634 |
| co2_emission | 0.0 |
| day_of_month | -1.1889569 |
| diffuse_solar_radiation | 0.41906205 |
| direct_solar_radiation | -0.62586534 |
| hour | 0.07350735 |
| htg_setpoint | 0.60883117 |
| month | 1.8396523 |
| outdoor_humidity | 0.34347543 |
| outdoor_temperature | -0.83766866 |
| people_occupant | 0.26347414 |
| total_electricity_HVAC | -0.5914562 |
| wind_direction | 0.7606652 |
| wind_speed | 1.1930046 |
| observation/ | |
| HVAC_electricity_demand_rate | 162.98114 |
| air_humidity | 34.88166 |
| air_temperature | 24.341305 |
| clg_setpoint | 26.150415 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 119.0 |
| direct_solar_radiation | 0.0 |
| hour | 12.0 |
| htg_setpoint | 19.993673 |
| month | 12.0 |
| outdoor_humidity | 76.0 |
| outdoor_temperature | 5.1806645 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 142714.48 |
| wind_direction | 260.0 |
| wind_speed | 7.7 |
--------------------------------------------------
-------------------------------------------------*******************************************************------| 93%
| action_network/ | |
| Cooling_Setpoint_RL | -0.59708965 |
| Heating_Setpoint_RL | -0.6194776 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.609823 |
| Heating_Setpoint_RL | 14.140438 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4178529 |
| air_humidity | -0.8683075 |
| air_temperature | 0.21443275 |
| clg_setpoint | -1.22907 |
| co2_emission | 0.0 |
| day_of_month | -1.0720644 |
| diffuse_solar_radiation | 0.19664165 |
| direct_solar_radiation | -0.20984873 |
| hour | 0.21796153 |
| htg_setpoint | 1.177211 |
| month | 1.8273678 |
| outdoor_humidity | -1.2411611 |
| outdoor_temperature | -1.1760187 |
| people_occupant | 1.2152414 |
| total_electricity_HVAC | -0.34933388 |
| wind_direction | 0.85446817 |
| wind_speed | 1.400499 |
| observation/ | |
| HVAC_electricity_demand_rate | 834.47235 |
| air_humidity | 27.20072 |
| air_temperature | 23.249962 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 96.5 |
| direct_solar_radiation | 104.5 |
| hour | 13.0 |
| htg_setpoint | 22.302086 |
| month | 12.0 |
| outdoor_humidity | 43.0 |
| outdoor_temperature | 1.8531137 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 1094098.4 |
| wind_direction | 270.0 |
| wind_speed | 8.2 |
-------------------------------------------------
-------------------------------------------------*******************************************************------| 93%
| action_network/ | |
| Cooling_Setpoint_RL | -0.5482832 |
| Heating_Setpoint_RL | -0.68182313 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.774544 |
| Heating_Setpoint_RL | 13.789745 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.50931895 |
| air_humidity | -1.1529531 |
| air_temperature | -1.2477558 |
| clg_setpoint | 0.006897899 |
| co2_emission | 0.0 |
| day_of_month | -0.95602524 |
| diffuse_solar_radiation | -0.03129396 |
| direct_solar_radiation | -0.2567528 |
| hour | 0.36241308 |
| htg_setpoint | 0.55034345 |
| month | 1.8153261 |
| outdoor_humidity | -0.99941266 |
| outdoor_temperature | -1.0295806 |
| people_occupant | -0.68981826 |
| total_electricity_HVAC | -0.5068743 |
| wind_direction | 1.3330582 |
| wind_speed | 2.2731807 |
| observation/ | |
| HVAC_electricity_demand_rate | 458.17508 |
| air_humidity | 23.560442 |
| air_temperature | 20.641981 |
| clg_setpoint | 26.315784 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 73.5 |
| direct_solar_radiation | 92.5 |
| hour | 14.0 |
| htg_setpoint | 19.759192 |
| month | 12.0 |
| outdoor_humidity | 48.0 |
| outdoor_temperature | 3.2291586 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 476132.3 |
| wind_direction | 320.0 |
| wind_speed | 10.3 |
-------------------------------------------------
-------------------------------------------------*******************************************************------| 93%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.593046 |
| air_humidity | -1.6522034 |
| air_temperature | -0.37698868 |
| clg_setpoint | -0.33434442 |
| co2_emission | 0.0 |
| day_of_month | -0.84065706 |
| diffuse_solar_radiation | -0.61305386 |
| direct_solar_radiation | 0.60230196 |
| hour | 0.5068585 |
| htg_setpoint | -1.3621122 |
| month | 1.8035194 |
| outdoor_humidity | -1.1416306 |
| outdoor_temperature | -0.7259203 |
| people_occupant | -0.6882668 |
| total_electricity_HVAC | -0.60187846 |
| wind_direction | 1.3292398 |
| wind_speed | 0.13040607 |
| observation/ | |
| HVAC_electricity_demand_rate | 111.877815 |
| air_humidity | 17.121086 |
| air_temperature | 22.187069 |
| clg_setpoint | 25.472979 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 15.0 |
| direct_solar_radiation | 308.5 |
| hour | 15.0 |
| htg_setpoint | 12.0 |
| month | 12.0 |
| outdoor_humidity | 45.0 |
| outdoor_temperature | 6.1536884 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 102093.33 |
| wind_direction | 320.0 |
| wind_speed | 5.2 |
| train/ | |
| approx_kl | 0.008587745 |
| clip_fraction | 0.106 |
| clip_range | 0.2 |
| entropy_loss | -2.8 |
| explained_variance | 0.486 |
| learning_rate | 0.0003 |
| loss | 0.614 |
| n_updates | 160 |
| policy_gradient_loss | -0.0154 |
| std | 0.982 |
| value_loss | 2.18 |
-------------------------------------------------
-------------------------------------------------*******************************************************------| 93%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.7530019 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 21.860636 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.3856666 |
| air_humidity | -0.6392473 |
| air_temperature | 0.23394813 |
| clg_setpoint | -1.2297003 |
| co2_emission | 0.0 |
| day_of_month | -0.72580236 |
| diffuse_solar_radiation | -0.7619167 |
| direct_solar_radiation | -0.62437135 |
| hour | 0.6512929 |
| htg_setpoint | 0.75969464 |
| month | 1.7919401 |
| outdoor_humidity | -0.37195888 |
| outdoor_temperature | -0.9278029 |
| people_occupant | 1.695773 |
| total_electricity_HVAC | -0.40612066 |
| wind_direction | -1.55137 |
| wind_speed | -0.95632315 |
| observation/ | |
| HVAC_electricity_demand_rate | 972.5189 |
| air_humidity | 29.95602 |
| air_temperature | 23.272974 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 16.0 |
| htg_setpoint | 20.612232 |
| month | 12.0 |
| outdoor_humidity | 61.0 |
| outdoor_temperature | 4.150037 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 875267.06 |
| wind_direction | 20.0 |
| wind_speed | 2.6 |
-------------------------------------------------
---------------------------------------------------******************************************************-----| 94%
| action_network/ | |
| Cooling_Setpoint_RL | -0.19980669 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.950653 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.0076218965 |
| air_humidity | 0.11984066 |
| air_temperature | 0.22135423 |
| clg_setpoint | -1.2277687 |
| co2_emission | 0.0 |
| day_of_month | -0.61132735 |
| diffuse_solar_radiation | -0.76113117 |
| direct_solar_radiation | -0.6230784 |
| hour | 0.79570997 |
| htg_setpoint | 1.4077085 |
| month | 1.7805811 |
| outdoor_humidity | 1.3147361 |
| outdoor_temperature | -1.2718191 |
| people_occupant | 1.6940575 |
| total_electricity_HVAC | -0.048507366 |
| wind_direction | -1.3529629 |
| wind_speed | 0.55525917 |
| observation/ | |
| HVAC_electricity_demand_rate | 2545.7017 |
| air_humidity | 39.624733 |
| air_temperature | 23.250021 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 0.76249033 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2291131.5 |
| wind_direction | 40.0 |
| wind_speed | 6.2 |
---------------------------------------------------
-------------------------------------------------********************************************************-----| 94%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.42729026 |
| air_humidity | 0.30258313 |
| air_temperature | 0.45359087 |
| clg_setpoint | -0.9978438 |
| co2_emission | 0.0 |
| day_of_month | -0.49712008 |
| diffuse_solar_radiation | -0.7602304 |
| direct_solar_radiation | -0.621772 |
| hour | 0.94010204 |
| htg_setpoint | 0.3705848 |
| month | 1.7694353 |
| outdoor_humidity | 0.68541664 |
| outdoor_temperature | -1.3306417 |
| people_occupant | 0.50149876 |
| total_electricity_HVAC | -0.44420606 |
| wind_direction | -1.2509407 |
| wind_speed | -0.7434489 |
| observation/ | |
| HVAC_electricity_demand_rate | 804.5864 |
| air_humidity | 41.95866 |
| air_temperature | 23.661465 |
| clg_setpoint | 23.817118 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 19.047249 |
| month | 12.0 |
| outdoor_humidity | 83.0 |
| outdoor_temperature | 0.14591984 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 728580.94 |
| wind_direction | 50.0 |
| wind_speed | 3.1 |
-------------------------------------------------
-------------------------------------------------********************************************************-----| 94%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5304091 |
| air_humidity | 0.30173057 |
| air_temperature | -0.20092021 |
| clg_setpoint | -0.54911965 |
| co2_emission | 0.0 |
| day_of_month | -0.38309 |
| diffuse_solar_radiation | -0.75931144 |
| direct_solar_radiation | -0.6205138 |
| hour | 1.08446 |
| htg_setpoint | -0.82836115 |
| month | 1.7584963 |
| outdoor_humidity | 0.63515705 |
| outdoor_temperature | -1.0674411 |
| people_occupant | -0.45213756 |
| total_electricity_HVAC | -0.5416288 |
| wind_direction | 0.9495793 |
| wind_speed | -0.53266555 |
| observation/ | |
| HVAC_electricity_demand_rate | 377.36002 |
| air_humidity | 41.955414 |
| air_temperature | 22.4961 |
| clg_setpoint | 24.926794 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 14.186352 |
| month | 12.0 |
| outdoor_humidity | 82.0 |
| outdoor_temperature | 2.6725943 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 344431.7 |
| wind_direction | 280.0 |
| wind_speed | 3.6 |
-------------------------------------------------
-------------------------------------------------*********************************************************----| 95%
| action_network/ | |
| Cooling_Setpoint_RL | 0.86519855 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.545046 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.73221684 |
| air_humidity | -0.17484903 |
| air_temperature | -1.031016 |
| clg_setpoint | 1.4328417 |
| co2_emission | 0.0 |
| day_of_month | -0.26916683 |
| diffuse_solar_radiation | -0.75845915 |
| direct_solar_radiation | -0.6202846 |
| hour | 1.2287736 |
| htg_setpoint | 0.81915426 |
| month | 1.7477576 |
| outdoor_humidity | -0.81128687 |
| outdoor_temperature | -0.96920556 |
| people_occupant | -0.4527555 |
| total_electricity_HVAC | 0.90039635 |
| wind_direction | 0.85159355 |
| wind_speed | 0.76741415 |
| observation/ | |
| HVAC_electricity_demand_rate | 5640.481 |
| air_humidity | 35.895397 |
| air_temperature | 21.018602 |
| clg_setpoint | 29.843227 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 20.875542 |
| month | 12.0 |
| outdoor_humidity | 52.0 |
| outdoor_temperature | 3.5973458 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 6062364.5 |
| wind_direction | 270.0 |
| wind_speed | 6.7 |
-------------------------------------------------
-------------------------------------------------*********************************************************----| 95%
| action_network/ | |
| Cooling_Setpoint_RL | 0.7592369 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.187424 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4456019 |
| air_humidity | -1.5505719 |
| air_temperature | -1.6362236 |
| clg_setpoint | 1.4941952 |
| co2_emission | 0.0 |
| day_of_month | -0.15530045 |
| diffuse_solar_radiation | -0.75769997 |
| direct_solar_radiation | -0.62046903 |
| hour | 1.3730311 |
| htg_setpoint | -1.050455 |
| month | 1.7372134 |
| outdoor_humidity | -2.1093533 |
| outdoor_temperature | -1.4579606 |
| people_occupant | -0.68936235 |
| total_electricity_HVAC | -0.46189788 |
| wind_direction | 1.1352332 |
| wind_speed | 1.1824747 |
| observation/ | |
| HVAC_electricity_demand_rate | 733.005 |
| air_humidity | 18.391457 |
| air_temperature | 19.93989 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 13.288246 |
| month | 12.0 |
| outdoor_humidity | 25.0 |
| outdoor_temperature | -1.1991413 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 662345.2 |
| wind_direction | 300.0 |
| wind_speed | 7.7 |
-------------------------------------------------
--------------------------------------------------********************************************************----| 95%
| action_network/ | |
| Cooling_Setpoint_RL | 0.9526348 |
| Heating_Setpoint_RL | -0.3645043 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.840141 |
| Heating_Setpoint_RL | 15.574663 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6004805 |
| air_humidity | -1.7484401 |
| air_temperature | -1.8737191 |
| clg_setpoint | 0.37780827 |
| co2_emission | 0.0 |
| day_of_month | -0.041460194 |
| diffuse_solar_radiation | -0.7566652 |
| direct_solar_radiation | -0.6205952 |
| hour | 1.5172195 |
| htg_setpoint | -0.63554627 |
| month | 1.7268577 |
| outdoor_humidity | -0.27366304 |
| outdoor_temperature | -1.1224605 |
| people_occupant | -0.687845 |
| total_electricity_HVAC | -0.6090639 |
| wind_direction | 0.5595217 |
| wind_speed | 1.1815438 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 15.733011 |
| air_temperature | 19.507208 |
| clg_setpoint | 27.228783 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 14.971559 |
| month | 12.0 |
| outdoor_humidity | 63.0 |
| outdoor_temperature | 2.0189128 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 240.0 |
| wind_speed | 7.7 |
--------------------------------------------------
-------------------------------------------------**********************************************************---| 96%
| action_network/ | |
| Cooling_Setpoint_RL | -0.9857223 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.298187 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.483434 |
| air_humidity | -0.77224493 |
| air_temperature | -0.76586187 |
| clg_setpoint | 0.78313285 |
| co2_emission | 0.0 |
| day_of_month | 0.07236526 |
| diffuse_solar_radiation | -0.75599104 |
| direct_solar_radiation | -0.62065554 |
| hour | 1.6613247 |
| htg_setpoint | 1.4041625 |
| month | 1.7166849 |
| outdoor_humidity | -0.27248737 |
| outdoor_temperature | -1.0020068 |
| people_occupant | -0.6883658 |
| total_electricity_HVAC | 3.2553015 |
| wind_direction | 0.46318153 |
| wind_speed | -0.3279217 |
| observation/ | |
| HVAC_electricity_demand_rate | 17197.322 |
| air_humidity | 28.106781 |
| air_temperature | 21.4762 |
| clg_setpoint | 28.23344 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 63.0 |
| outdoor_temperature | 3.1677432 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 15475073.0 |
| wind_direction | 230.0 |
| wind_speed | 4.1 |
-------------------------------------------------
-------------------------------------------------**********************************************************---| 96%
| action_network/ | |
| Cooling_Setpoint_RL | 0.70571625 |
| Heating_Setpoint_RL | -0.5427477 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.006792 |
| Heating_Setpoint_RL | 14.572044 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5586772 |
| air_humidity | -0.6384063 |
| air_temperature | -1.7375866 |
| clg_setpoint | -0.8128829 |
| co2_emission | 0.0 |
| day_of_month | 0.30040675 |
| diffuse_solar_radiation | -0.7548451 |
| direct_solar_radiation | -0.62079096 |
| hour | -1.6609541 |
| htg_setpoint | -0.08409047 |
| month | 1.7066898 |
| outdoor_humidity | -0.1738458 |
| outdoor_temperature | -1.1738852 |
| people_occupant | -0.68888366 |
| total_electricity_HVAC | -0.56900626 |
| wind_direction | 1.512026 |
| wind_speed | -0.7472643 |
| observation/ | |
| HVAC_electricity_demand_rate | 260.4781 |
| air_humidity | 29.778204 |
| air_temperature | 19.747877 |
| clg_setpoint | 24.267838 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 17.21247 |
| month | 12.0 |
| outdoor_humidity | 65.0 |
| outdoor_temperature | 1.4754571 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 236183.34 |
| wind_direction | 340.0 |
| wind_speed | 3.1 |
-------------------------------------------------
-------------------------------------------------**********************************************************---| 96%
| action_network/ | |
| Cooling_Setpoint_RL | 0.67243516 |
| Heating_Setpoint_RL | 0.5974033 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.894468 |
| Heating_Setpoint_RL | 20.985394 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.466668 |
| air_humidity | -0.47827864 |
| air_temperature | -0.72012043 |
| clg_setpoint | 1.4956832 |
| co2_emission | 0.0 |
| day_of_month | 0.4142978 |
| diffuse_solar_radiation | -0.7540068 |
| direct_solar_radiation | -0.6210088 |
| hour | -1.5162112 |
| htg_setpoint | 1.4036952 |
| month | 1.6968675 |
| outdoor_humidity | 0.3094115 |
| outdoor_temperature | -0.9962084 |
| people_occupant | -0.6893986 |
| total_electricity_HVAC | 3.2407782 |
| wind_direction | 0.55341357 |
| wind_speed | 0.136725 |
| observation/ | |
| HVAC_electricity_demand_rate | 17165.854 |
| air_humidity | 31.796604 |
| air_temperature | 21.55569 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 75.0 |
| outdoor_temperature | 3.18293 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 15447441.0 |
| wind_direction | 240.0 |
| wind_speed | 5.2 |
-------------------------------------------------
-------------------------------------------------**********************************************************---| 96%
| action_network/ | |
| Cooling_Setpoint_RL | 0.26522112 |
| Heating_Setpoint_RL | 0.09194678 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.52012 |
| Heating_Setpoint_RL | 18.1422 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.58033276 |
| air_humidity | -0.48791283 |
| air_temperature | -1.161407 |
| clg_setpoint | 0.9306026 |
| co2_emission | 0.0 |
| day_of_month | 0.5280768 |
| diffuse_solar_radiation | -0.7534521 |
| direct_solar_radiation | -0.62072927 |
| hour | -1.3715428 |
| htg_setpoint | 0.07469866 |
| month | 1.6872127 |
| outdoor_humidity | 0.5041079 |
| outdoor_temperature | -1.0054294 |
| people_occupant | -0.6899106 |
| total_electricity_HVAC | -0.58938086 |
| wind_direction | 0.6478872 |
| wind_speed | -0.327543 |
| observation/ | |
| HVAC_electricity_demand_rate | 168.0099 |
| air_humidity | 31.654497 |
| air_temperature | 20.771261 |
| clg_setpoint | 28.594267 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 17.86122 |
| month | 12.0 |
| outdoor_humidity | 79.0 |
| outdoor_temperature | 3.080623 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 153195.95 |
| wind_direction | 250.0 |
| wind_speed | 4.1 |
-------------------------------------------------
-------------------------------------------------***********************************************************--| 97%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.570778 |
| air_humidity | -0.59572643 |
| air_temperature | -0.7142647 |
| clg_setpoint | -1.1593225 |
| co2_emission | 0.0 |
| day_of_month | 0.6416749 |
| diffuse_solar_radiation | -0.7527538 |
| direct_solar_radiation | -0.6203404 |
| hour | -1.2269349 |
| htg_setpoint | 1.4026669 |
| month | 1.6777208 |
| outdoor_humidity | -0.8966716 |
| outdoor_temperature | -1.3794458 |
| people_occupant | -0.6904197 |
| total_electricity_HVAC | 3.3395116 |
| wind_direction | -1.4587435 |
| wind_speed | -0.5378604 |
| observation/ | |
| HVAC_electricity_demand_rate | 17631.014 |
| air_humidity | 30.27052 |
| air_temperature | 21.564714 |
| clg_setpoint | 23.399694 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 50.0 |
| outdoor_temperature | -0.58687025 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 15865463.0 |
| wind_direction | 30.0 |
| wind_speed | 3.6 |
-------------------------------------------------
-------------------------------------------------***********************************************************--| 97%
| action_network/ | |
| Cooling_Setpoint_RL | 0.79666704 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.313751 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.29060495 |
| air_humidity | -1.3888906 |
| air_temperature | -1.2536515 |
| clg_setpoint | -1.2195271 |
| co2_emission | 0.0 |
| day_of_month | 0.7550052 |
| diffuse_solar_radiation | -0.7519472 |
| direct_solar_radiation | -0.6205162 |
| hour | -1.0823745 |
| htg_setpoint | -1.3717833 |
| month | 1.6683874 |
| outdoor_humidity | -1.0852517 |
| outdoor_temperature | -1.713413 |
| people_occupant | -0.6889252 |
| total_electricity_HVAC | -0.3162168 |
| wind_direction | -1.5486802 |
| wind_speed | -0.32618958 |
| observation/ | |
| HVAC_electricity_demand_rate | 1391.2257 |
| air_humidity | 20.12772 |
| air_temperature | 20.602734 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 12.0 |
| month | 12.0 |
| outdoor_humidity | 46.0 |
| outdoor_temperature | -3.9075499 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1249121.9 |
| wind_direction | 20.0 |
| wind_speed | 4.1 |
-------------------------------------------------
-------------------------------------------------***********************************************************--| 97%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.60036635 |
| air_humidity | -1.0465317 |
| air_temperature | -1.5984145 |
| clg_setpoint | -0.257102 |
| co2_emission | 0.0 |
| day_of_month | 0.86796397 |
| diffuse_solar_radiation | -0.7514206 |
| direct_solar_radiation | -0.6201074 |
| hour | -0.9378504 |
| htg_setpoint | -1.2282556 |
| month | 1.659208 |
| outdoor_humidity | 1.1371428 |
| outdoor_temperature | -0.89651823 |
| people_occupant | -0.68744045 |
| total_electricity_HVAC | -0.608805 |
| wind_direction | -1.5431504 |
| wind_speed | 1.8676975 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 24.404894 |
| air_temperature | 19.987974 |
| clg_setpoint | 25.642717 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 12.587117 |
| month | 12.0 |
| outdoor_humidity | 92.0 |
| outdoor_temperature | 4.034358 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 20.0 |
| wind_speed | 9.3 |
-------------------------------------------------
---------------------------------------------------**********************************************************-| 98%
| action_network/ | |
| Cooling_Setpoint_RL | -0.0013828576 |
| Heating_Setpoint_RL | -0.61705506 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.620333 |
| Heating_Setpoint_RL | 14.154065 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.42911887 |
| air_humidity | 0.2139099 |
| air_temperature | -1.4655334 |
| clg_setpoint | 1.0524131 |
| co2_emission | 0.0 |
| day_of_month | 0.9804313 |
| diffuse_solar_radiation | -0.750719 |
| direct_solar_radiation | -0.61896163 |
| hour | -0.7933532 |
| htg_setpoint | 0.28368777 |
| month | 1.6501786 |
| outdoor_humidity | 0.16945717 |
| outdoor_temperature | -0.9128823 |
| people_occupant | -0.68795174 |
| total_electricity_HVAC | -0.448128 |
| wind_direction | -1.4477336 |
| wind_speed | -0.5377736 |
| observation/ | |
| HVAC_electricity_demand_rate | 812.037 |
| air_humidity | 40.47643 |
| air_temperature | 20.224352 |
| clg_setpoint | 28.893211 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 18.723005 |
| month | 12.0 |
| outdoor_humidity | 72.0 |
| outdoor_temperature | 3.8537157 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 724654.3 |
| wind_direction | 30.0 |
| wind_speed | 3.6 |
---------------------------------------------------
--------------------------------------------------***********************************************************-| 98%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.007762432 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.581337 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.7721803 |
| air_humidity | -0.15067543 |
| air_temperature | -0.30531925 |
| clg_setpoint | -1.1664225 |
| co2_emission | 0.0 |
| day_of_month | 1.092272 |
| diffuse_solar_radiation | -0.5835627 |
| direct_solar_radiation | -0.6182062 |
| hour | -0.6488745 |
| htg_setpoint | 1.3976935 |
| month | 1.641295 |
| outdoor_humidity | 1.3776954 |
| outdoor_temperature | -0.333566 |
| people_occupant | -0.6884602 |
| total_electricity_HVAC | 2.816666 |
| wind_direction | -0.49430412 |
| wind_speed | 0.13841079 |
| observation/ | |
| HVAC_electricity_demand_rate | 14369.791 |
| air_humidity | 35.82284 |
| air_temperature | 22.28298 |
| clg_setpoint | 23.37533 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 16.5 |
| direct_solar_radiation | 0.0 |
| hour | 7.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 97.0 |
| outdoor_temperature | 9.486048 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 13864563.0 |
| wind_direction | 130.0 |
| wind_speed | 5.2 |
--------------------------------------------------
-------------------------------------------------************************************************************-| 98%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.6514098 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.96082 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6005893 |
| air_humidity | 0.13078576 |
| air_temperature | 0.48008597 |
| clg_setpoint | -0.9888727 |
| co2_emission | 0.0 |
| day_of_month | 1.203337 |
| diffuse_solar_radiation | -0.20863354 |
| direct_solar_radiation | 1.5112689 |
| hour | -0.50440794 |
| htg_setpoint | 0.53082067 |
| month | 1.6325532 |
| outdoor_humidity | -0.17257935 |
| outdoor_temperature | -0.6440714 |
| people_occupant | 1.6942241 |
| total_electricity_HVAC | -0.60892755 |
| wind_direction | 0.7410663 |
| wind_speed | 0.7719112 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 39.41356 |
| air_temperature | 23.674417 |
| clg_setpoint | 23.813175 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 53.5 |
| direct_solar_radiation | 532.0 |
| hour | 8.0 |
| htg_setpoint | 19.735018 |
| month | 12.0 |
| outdoor_humidity | 65.0 |
| outdoor_temperature | 6.4479456 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 260.0 |
| wind_speed | 6.7 |
-------------------------------------------------
--------------------------------------------------***********************************************************-| 98%
| action_network/ | |
| Cooling_Setpoint_RL | -0.72361857 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.182787 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.056115203 |
| air_humidity | -0.5018744 |
| air_temperature | 0.24085297 |
| clg_setpoint | -1.214168 |
| co2_emission | 0.0 |
| day_of_month | 1.3134646 |
| diffuse_solar_radiation | -0.035816796 |
| direct_solar_radiation | -0.61716247 |
| hour | -0.35994822 |
| htg_setpoint | 0.49708405 |
| month | 1.6239496 |
| outdoor_humidity | 1.1361297 |
| outdoor_temperature | -1.1733624 |
| people_occupant | 1.6925954 |
| total_electricity_HVAC | 0.0068262313 |
| wind_direction | 1.3101312 |
| wind_speed | -1.4250655 |
| observation/ | |
| HVAC_electricity_demand_rate | 2870.2185 |
| air_humidity | 31.353374 |
| air_temperature | 23.249554 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 70.5 |
| direct_solar_radiation | 0.0 |
| hour | 9.0 |
| htg_setpoint | 19.60029 |
| month | 12.0 |
| outdoor_humidity | 92.0 |
| outdoor_temperature | 1.2768259 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2558246.2 |
| wind_direction | 320.0 |
| wind_speed | 1.5 |
--------------------------------------------------
-------------------------------------------------*************************************************************| 99%
| action_network/ | |
| Cooling_Setpoint_RL | -0.21070397 |
| Heating_Setpoint_RL | 0.04155831 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.913874 |
| Heating_Setpoint_RL | 17.858765 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.47612107 |
| air_humidity | -0.18282494 |
| air_temperature | -1.4120063 |
| clg_setpoint | -0.3909052 |
| co2_emission | 0.0 |
| day_of_month | 1.4224827 |
| diffuse_solar_radiation | 0.41613275 |
| direct_solar_radiation | 1.7174066 |
| hour | -0.21549165 |
| htg_setpoint | 0.20656626 |
| month | 1.6154808 |
| outdoor_humidity | -0.463748 |
| outdoor_temperature | -0.91363555 |
| people_occupant | -0.6899686 |
| total_electricity_HVAC | -0.47847587 |
| wind_direction | 1.2123193 |
| wind_speed | 0.9821375 |
| observation/ | |
| HVAC_electricity_demand_rate | 616.5314 |
| air_humidity | 35.40984 |
| air_temperature | 20.323595 |
| clg_setpoint | 25.294098 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 115.0 |
| direct_solar_radiation | 582.5 |
| hour | 10.0 |
| htg_setpoint | 18.426254 |
| month | 12.0 |
| outdoor_humidity | 59.0 |
| outdoor_temperature | 3.7686408 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 605183.7 |
| wind_direction | 310.0 |
| wind_speed | 7.2 |
-------------------------------------------------
-------------------------------------------------*************************************************************| 99%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6014906 |
| air_humidity | -1.217399 |
| air_temperature | -0.4078373 |
| clg_setpoint | -0.37856534 |
| co2_emission | 0.0 |
| day_of_month | 1.5302103 |
| diffuse_solar_radiation | 0.6051006 |
| direct_solar_radiation | -0.61620605 |
| hour | -0.071036 |
| htg_setpoint | -0.4447163 |
| month | 1.6071429 |
| outdoor_humidity | -0.4139465 |
| outdoor_temperature | -0.76341087 |
| people_occupant | -0.68850577 |
| total_electricity_HVAC | -0.6096947 |
| wind_direction | -1.2556026 |
| wind_speed | -0.11417414 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 22.251152 |
| air_temperature | 22.097307 |
| clg_setpoint | 25.324738 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 133.5 |
| direct_solar_radiation | 0.0 |
| hour | 11.0 |
| htg_setpoint | 15.787716 |
| month | 12.0 |
| outdoor_humidity | 60.0 |
| outdoor_temperature | 5.1948814 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 50.0 |
| wind_speed | 4.6 |
-------------------------------------------------
-------------------------------------------------*************************************************************| 99%
| action_network/ | |
| Cooling_Setpoint_RL | -0.3067544 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.589705 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.20336966 |
| air_humidity | -0.18122986 |
| air_temperature | 0.2460386 |
| clg_setpoint | -1.2128371 |
| co2_emission | 0.0 |
| day_of_month | 1.6364596 |
| diffuse_solar_radiation | 0.3026049 |
| direct_solar_radiation | -0.5187403 |
| hour | 0.07341961 |
| htg_setpoint | 1.3934183 |
| month | 1.598933 |
| outdoor_humidity | 0.9388846 |
| outdoor_temperature | -1.1437726 |
| people_occupant | 0.26610857 |
| total_electricity_HVAC | -0.2325673 |
| wind_direction | 0.54846084 |
| wind_speed | 4.1955757 |
| observation/ | |
| HVAC_electricity_demand_rate | 1783.6052 |
| air_humidity | 35.370743 |
| air_temperature | 23.250217 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 103.5 |
| direct_solar_radiation | 24.0 |
| hour | 12.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 88.0 |
| outdoor_temperature | 1.4683644 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 1605244.8 |
| wind_direction | 240.0 |
| wind_speed | 14.9 |
| train/ | |
| approx_kl | 0.014303429 |
| clip_fraction | 0.137 |
| clip_range | 0.2 |
| entropy_loss | -2.77 |
| explained_variance | 0.556 |
| learning_rate | 0.0003 |
| loss | 0.356 |
| n_updates | 170 |
| policy_gradient_loss | -0.0182 |
| std | 0.964 |
| value_loss | 1.11 |
-------------------------------------------------
-------------------------------------------------*************************************************************| 99%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.28786644 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.00575 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.25556347 |
| air_humidity | -1.1816608 |
| air_temperature | 0.24691756 |
| clg_setpoint | -1.211956 |
| co2_emission | 0.0 |
| day_of_month | 1.7410389 |
| diffuse_solar_radiation | 0.2887551 |
| direct_solar_radiation | 1.3420764 |
| hour | 0.21787465 |
| htg_setpoint | -1.0337275 |
| month | 1.5908475 |
| outdoor_humidity | -1.4809211 |
| outdoor_temperature | -1.5043074 |
| people_occupant | 1.218825 |
| total_electricity_HVAC | -0.27025586 |
| wind_direction | 1.1167202 |
| wind_speed | 2.4504852 |
| observation/ | |
| HVAC_electricity_demand_rate | 1564.5186 |
| air_humidity | 22.69559 |
| air_temperature | 23.249418 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 102.0 |
| direct_solar_radiation | 487.5 |
| hour | 13.0 |
| htg_setpoint | 13.400753 |
| month | 12.0 |
| outdoor_humidity | 38.0 |
| outdoor_temperature | -2.098002 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 1455325.2 |
| wind_direction | 300.0 |
| wind_speed | 10.8 |
-------------------------------------------------
[WRAPPER LoggerWrapper] (INFO) : End of episode detected, recording summary (progress.csv) if logger is active
#----------------------------------------------------------------------------------------------#
[ENVIRONMENT] (INFO) : Starting a new episode... [SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05] [Episode 2]
#----------------------------------------------------------------------------------------------#
[MODELING] (INFO) : Episode directory created [/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05-res35041/Eplus-env-sub_run2]
[MODELING] (INFO) : Weather file USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3.epw used.
[MODELING] (INFO) : Adapting weather to building model. [USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3.epw]
[ENVIRONMENT] (INFO) : Saving episode output path... [/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05-res35041/Eplus-env-sub_run2/output]
[SIMULATOR] (INFO) : Running EnergyPlus with args: ['-w', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05-res35041/Eplus-env-sub_run2/USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3_Random_1.0_0.0_0.001.epw', '-d', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05-res35041/Eplus-env-sub_run2/output', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05-res35041/Eplus-env-sub_run2/5ZoneAutoDXVAV.epJSON']
[ENVIRONMENT] (INFO) : Episode 2 started.
/usr/local/lib/python3.10/dist-packages/opyplus/weather_data/weather_data.py:493: FutureWarning: the 'line_terminator'' keyword is deprecated, use 'lineterminator' instead.
epw_content = self._headers_to_epw(use_datetimes=use_datetimes) + df.to_csv(
[SIMULATOR] (INFO) : handlers are ready.
[SIMULATOR] (INFO) : System is ready.
[WRAPPER NormalizeObservation] (INFO) : Saving normalization calibration data... [SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05]
[WRAPPER LoggerWrapper] (INFO) : Creating monitor.csv for current episode (episode 2) if logger is active
------------------------------------------------------
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| episode/ | |
| comfort_violation_time(%) | 34.1 |
| cumulative_abs_comfort_penalty | -1.33e+04 |
| cumulative_abs_energy_penalty | -9.31e+07 |
| cumulative_power_demand | 9.31e+07 |
| cumulative_reward | -11295.788 |
| cumulative_reward_comfort_term | -6.64e+03 |
| cumulative_reward_energy_term | -4.65e+03 |
| cumulative_temperature_violation | 1.33e+04 |
| episode_length | 35040 |
| episode_num | 1 |
| mean_abs_comfort_penalty | -0.379 |
| mean_abs_energy_penalty | -2.66e+03 |
| mean_power_demand | 2.66e+03 |
| mean_reward | -0.32236838 |
| mean_reward_comfort_term | -0.19 |
| mean_reward_energy_term | -0.133 |
| mean_temperature_violation | 0.379 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.009683839 |
| air_humidity | -0.6322611 |
| air_temperature | -3.2841036 |
| clg_setpoint | 5.522021 |
| co2_emission | 0.0 |
| day_of_month | -1.6734139 |
| diffuse_solar_radiation | -0.7461024 |
| direct_solar_radiation | -0.61455274 |
| hour | -1.6612413 |
| htg_setpoint | -1.1816849 |
| month | -1.6026741 |
| outdoor_humidity | -1.2239094 |
| outdoor_temperature | -2.0794308 |
| people_occupant | -0.6888928 |
| total_electricity_HVAC | -0.030563207 |
| wind_direction | 1.1623883 |
| wind_speed | 1.4495639 |
| observation/ | |
| HVAC_electricity_demand_rate | 2698.151 |
| air_humidity | 29.640856 |
| air_temperature | 16.997746 |
| clg_setpoint | 40.0 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 12.8 |
| month | 1.0 |
| outdoor_humidity | 43.25 |
| outdoor_temperature | -7.765562 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2428335.8 |
| wind_direction | 305.0 |
| wind_speed | 8.4 |
------------------------------------------------------
--------------------------------------------------
| action_network/ | |
| Cooling_Setpoint_RL | 0.7421297 |
| Heating_Setpoint_RL | -0.10184494 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.129688 |
| Heating_Setpoint_RL | 17.052122 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.24431486 |
| air_humidity | -1.0029677 |
| air_temperature | 0.25410637 |
| clg_setpoint | -1.2103968 |
| co2_emission | 0.0 |
| day_of_month | -1.6680857 |
| diffuse_solar_radiation | 0.22381593 |
| direct_solar_radiation | 0.01586927 |
| hour | 0.36227074 |
| htg_setpoint | -1.378582 |
| month | -1.5978811 |
| outdoor_humidity | -1.7667835 |
| outdoor_temperature | -1.393281 |
| people_occupant | 1.6940935 |
| total_electricity_HVAC | -0.033938915 |
| wind_direction | 1.0187709 |
| wind_speed | 2.0263984 |
| observation/ | |
| HVAC_electricity_demand_rate | 3707.7432 |
| air_humidity | 24.92172 |
| air_temperature | 23.259302 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 95.5 |
| direct_solar_radiation | 157.0 |
| hour | 14.0 |
| htg_setpoint | 12.0 |
| month | 1.0 |
| outdoor_humidity | 32.0 |
| outdoor_temperature | -1.1016428 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2420212.8 |
| wind_direction | 290.0 |
| wind_speed | 9.8 |
--------------------------------------------------
Progress: |*--------------------------------------------------------------------------------------------------| 1%
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.name to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.name` for environment variables or `env.get_wrapper_attr('name')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.observation_variables to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.observation_variables` for environment variables or `env.get_wrapper_attr('observation_variables')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.unwrapped_observation to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.unwrapped_observation` for environment variables or `env.get_wrapper_attr('unwrapped_observation')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.action_variables to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.action_variables` for environment variables or `env.get_wrapper_attr('action_variables')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.is_discrete to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.is_discrete` for environment variables or `env.get_wrapper_attr('is_discrete')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/spaces/box.py:240: UserWarning: WARN: Casting input x to numpy array.
gym.logger.warn("Casting input x to numpy array.")
-------------------------------------------------
| action_network/ | |
| Cooling_Setpoint_RL | 0.13925427 |
| Heating_Setpoint_RL | -0.65428823 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.094984 |
| Heating_Setpoint_RL | 13.944629 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.8283593 |
| air_humidity | -1.058512 |
| air_temperature | 0.25035265 |
| clg_setpoint | -1.2106607 |
| co2_emission | 0.0 |
| day_of_month | -1.5466638 |
| diffuse_solar_radiation | -0.41049454 |
| direct_solar_radiation | -0.39536366 |
| hour | 0.50671417 |
| htg_setpoint | 1.3934845 |
| month | -1.5898544 |
| outdoor_humidity | -1.6140932 |
| outdoor_temperature | -1.937451 |
| people_occupant | 1.6924931 |
| total_electricity_HVAC | 0.7460032 |
| wind_direction | -1.0727406 |
| wind_speed | -1.4131482 |
| observation/ | |
| HVAC_electricity_demand_rate | 6230.624 |
| air_humidity | 24.19735 |
| air_temperature | 23.250778 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 33.0 |
| direct_solar_radiation | 54.5 |
| hour | 15.0 |
| htg_setpoint | 23.25 |
| month | 1.0 |
| outdoor_humidity | 35.0 |
| outdoor_temperature | -6.577828 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 5607561.5 |
| wind_direction | 70.0 |
| wind_speed | 1.5 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 1%
| action_network/ | |
| Cooling_Setpoint_RL | -0.25769562 |
| Heating_Setpoint_RL | -0.6486515 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.755278 |
| Heating_Setpoint_RL | 13.976336 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.50842273 |
| air_humidity | 0.8269963 |
| air_temperature | 0.2527392 |
| clg_setpoint | -1.2108184 |
| co2_emission | 0.0 |
| day_of_month | -1.4269053 |
| diffuse_solar_radiation | -0.744958 |
| direct_solar_radiation | -0.6132881 |
| hour | 0.6511473 |
| htg_setpoint | -1.3798805 |
| month | -1.5819474 |
| outdoor_humidity | 1.1369647 |
| outdoor_temperature | -0.801803 |
| people_occupant | 1.6909047 |
| total_electricity_HVAC | -0.5214534 |
| wind_direction | 1.4916717 |
| wind_speed | 1.3539349 |
| observation/ | |
| HVAC_electricity_demand_rate | 496.93405 |
| air_humidity | 48.05222 |
| air_temperature | 23.253857 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 16.0 |
| htg_setpoint | 12.0 |
| month | 1.0 |
| outdoor_humidity | 92.0 |
| outdoor_temperature | 4.55802 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 447240.62 |
| wind_direction | 340.0 |
| wind_speed | 8.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 1%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.24110599 |
| air_humidity | -0.8774782 |
| air_temperature | 0.86939317 |
| clg_setpoint | 0.8344649 |
| co2_emission | 0.0 |
| day_of_month | -1.3085376 |
| diffuse_solar_radiation | -0.7444579 |
| direct_solar_radiation | -0.6133813 |
| hour | 0.7955643 |
| htg_setpoint | -1.3800151 |
| month | -1.5741574 |
| outdoor_humidity | -1.465647 |
| outdoor_temperature | -1.5588121 |
| people_occupant | 1.6893283 |
| total_electricity_HVAC | -0.27020353 |
| wind_direction | 0.82552403 |
| wind_speed | 2.006203 |
| observation/ | |
| HVAC_electricity_demand_rate | 1649.9371 |
| air_humidity | 26.50575 |
| air_temperature | 24.347706 |
| clg_setpoint | 28.348307 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 12.0 |
| month | 1.0 |
| outdoor_humidity | 38.0 |
| outdoor_temperature | -2.9522824 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1475460.8 |
| wind_direction | 270.0 |
| wind_speed | 9.8 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 1%
| action_network/ | |
| Cooling_Setpoint_RL | 0.057724237 |
| Heating_Setpoint_RL | 0.48550028 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.819818 |
| Heating_Setpoint_RL | 20.35594 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.38886577 |
| air_humidity | -1.4913307 |
| air_temperature | -1.4468358 |
| clg_setpoint | -1.2124287 |
| co2_emission | 0.0 |
| day_of_month | -1.1913205 |
| diffuse_solar_radiation | -0.7438201 |
| direct_solar_radiation | -0.6135893 |
| hour | 0.939958 |
| htg_setpoint | -0.82998985 |
| month | -1.5664812 |
| outdoor_humidity | -1.4608558 |
| outdoor_temperature | -1.5151083 |
| people_occupant | -0.6900096 |
| total_electricity_HVAC | -0.40737197 |
| wind_direction | 1.486774 |
| wind_speed | -0.5492477 |
| observation/ | |
| HVAC_electricity_demand_rate | 1019.6449 |
| air_humidity | 18.710495 |
| air_temperature | 20.22327 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 14.230739 |
| month | 1.0 |
| outdoor_humidity | 38.0 |
| outdoor_temperature | -2.6222758 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 920329.5 |
| wind_direction | 340.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 2%
| action_network/ | |
| Cooling_Setpoint_RL | -0.4610445 |
| Heating_Setpoint_RL | -0.9813019 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.068975 |
| Heating_Setpoint_RL | 12.105177 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.51726824 |
| air_humidity | -1.7750486 |
| air_temperature | -1.759013 |
| clg_setpoint | 1.4918476 |
| co2_emission | 0.0 |
| day_of_month | -1.0750419 |
| diffuse_solar_radiation | -0.7432826 |
| direct_solar_radiation | -0.61301726 |
| hour | 1.08432 |
| htg_setpoint | -1.379678 |
| month | -1.5589163 |
| outdoor_humidity | -0.68774045 |
| outdoor_temperature | -1.1069361 |
| people_occupant | -0.68857956 |
| total_electricity_HVAC | -0.5278485 |
| wind_direction | 0.2517649 |
| wind_speed | 1.7995803 |
| observation/ | |
| HVAC_electricity_demand_rate | 469.011 |
| air_humidity | 15.009767 |
| air_temperature | 19.655136 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 12.0 |
| month | 1.0 |
| outdoor_humidity | 54.0 |
| outdoor_temperature | 1.3396776 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 430440.22 |
| wind_direction | 210.0 |
| wind_speed | 9.3 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 2%
| action_network/ | |
| Cooling_Setpoint_RL | 0.84601337 |
| Heating_Setpoint_RL | -0.95105076 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.480295 |
| Heating_Setpoint_RL | 12.275339 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.34554628 |
| air_humidity | -0.5705747 |
| air_temperature | -1.1966296 |
| clg_setpoint | 1.4902033 |
| co2_emission | 0.0 |
| day_of_month | -0.95951575 |
| diffuse_solar_radiation | -0.7426857 |
| direct_solar_radiation | -0.6130774 |
| hour | 1.2286404 |
| htg_setpoint | -0.08962914 |
| month | -1.5514599 |
| outdoor_humidity | -1.742279 |
| outdoor_temperature | -1.5699902 |
| people_occupant | -0.45071024 |
| total_electricity_HVAC | -0.3656863 |
| wind_direction | 0.9145712 |
| wind_speed | 0.7258287 |
| observation/ | |
| HVAC_electricity_demand_rate | 1215.2177 |
| air_humidity | 30.20721 |
| air_temperature | 20.652803 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 17.233599 |
| month | 1.0 |
| outdoor_humidity | 32.0 |
| outdoor_temperature | -3.2973855 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 1098283.1 |
| wind_direction | 280.0 |
| wind_speed | 6.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 2%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.5370611 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 20.64597 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.53707314 |
| air_humidity | 0.36935276 |
| air_temperature | -0.5965058 |
| clg_setpoint | -0.01933787 |
| co2_emission | 0.0 |
| day_of_month | -0.8445801 |
| diffuse_solar_radiation | -0.7419044 |
| direct_solar_radiation | -0.61194706 |
| hour | 1.3729085 |
| htg_setpoint | -0.98835397 |
| month | -1.5441095 |
| outdoor_humidity | 1.1445143 |
| outdoor_temperature | -1.1337821 |
| people_occupant | -0.6895535 |
| total_electricity_HVAC | -0.5478258 |
| wind_direction | -1.7414882 |
| wind_speed | -2.0352697 |
| observation/ | |
| HVAC_electricity_demand_rate | 389.91107 |
| air_humidity | 42.11177 |
| air_temperature | 21.72038 |
| clg_setpoint | 26.233843 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 13.590517 |
| month | 1.0 |
| outdoor_humidity | 92.0 |
| outdoor_temperature | 0.9625578 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 354161.56 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 2%
| action_network/ | |
| Cooling_Setpoint_RL | 0.01805818 |
| Heating_Setpoint_RL | -0.830487 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.685947 |
| Heating_Setpoint_RL | 12.95351 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.49243826 |
| air_humidity | 0.78839797 |
| air_temperature | -1.891948 |
| clg_setpoint | 1.488113 |
| co2_emission | 0.0 |
| day_of_month | -0.73009485 |
| diffuse_solar_radiation | -0.741448 |
| direct_solar_radiation | -0.6108504 |
| hour | 1.5171121 |
| htg_setpoint | -0.36707485 |
| month | -1.5368626 |
| outdoor_humidity | 0.37256467 |
| outdoor_temperature | -1.2448317 |
| people_occupant | -0.69003654 |
| total_electricity_HVAC | -0.5050287 |
| wind_direction | 1.388906 |
| wind_speed | 1.7938418 |
| observation/ | |
| HVAC_electricity_demand_rate | 584.2695 |
| air_humidity | 47.43128 |
| air_temperature | 19.405638 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 16.114166 |
| month | 1.0 |
| outdoor_humidity | 76.0 |
| outdoor_temperature | -0.16624437 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 530608.06 |
| wind_direction | 330.0 |
| wind_speed | 9.3 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 3%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.4628165 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 15.021657 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.46427208 |
| air_humidity | -0.3945583 |
| air_temperature | -1.6477964 |
| clg_setpoint | 1.4876258 |
| co2_emission | 0.0 |
| day_of_month | -0.6159409 |
| diffuse_solar_radiation | -0.7409926 |
| direct_solar_radiation | -0.6109496 |
| hour | 1.6612381 |
| htg_setpoint | -0.15623896 |
| month | -1.5297167 |
| outdoor_humidity | -0.8269518 |
| outdoor_temperature | -1.3269513 |
| people_occupant | -0.690517 |
| total_electricity_HVAC | -0.4780802 |
| wind_direction | 0.4372024 |
| wind_speed | 0.72391903 |
| observation/ | |
| HVAC_electricity_demand_rate | 709.8309 |
| air_humidity | 32.43635 |
| air_temperature | 19.838194 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 16.972198 |
| month | 1.0 |
| outdoor_humidity | 51.0 |
| outdoor_temperature | -1.0401037 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 644335.44 |
| wind_direction | 230.0 |
| wind_speed | 6.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 3%
| action_network/ | |
| Cooling_Setpoint_RL | 0.52683085 |
| Heating_Setpoint_RL | 0.14670777 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.403053 |
| Heating_Setpoint_RL | 18.450232 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.44813177 |
| air_humidity | -0.23527023 |
| air_temperature | -1.9115695 |
| clg_setpoint | 1.1344509 |
| co2_emission | 0.0 |
| day_of_month | -0.38886714 |
| diffuse_solar_radiation | -0.7405816 |
| direct_solar_radiation | -0.6108663 |
| hour | -1.6609843 |
| htg_setpoint | -0.34957418 |
| month | -1.5226697 |
| outdoor_humidity | -0.8219923 |
| outdoor_temperature | -1.2394328 |
| people_occupant | -0.69099486 |
| total_electricity_HVAC | -0.46712765 |
| wind_direction | -0.039025486 |
| wind_speed | 1.1317188 |
| observation/ | |
| HVAC_electricity_demand_rate | 783.9567 |
| air_humidity | 34.42754 |
| air_temperature | 19.363012 |
| clg_setpoint | 29.119669 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 16.186682 |
| month | 1.0 |
| outdoor_humidity | 51.0 |
| outdoor_temperature | -0.2447139 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 692742.8 |
| wind_direction | 180.0 |
| wind_speed | 7.7 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 4%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.15106183 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 16.775276 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.2871375 |
| air_humidity | -1.0168314 |
| air_temperature | -0.12940748 |
| clg_setpoint | -0.6745959 |
| co2_emission | 0.0 |
| day_of_month | -0.27497584 |
| diffuse_solar_radiation | -0.7402621 |
| direct_solar_radiation | -0.6102092 |
| hour | -1.5162632 |
| htg_setpoint | 1.3909934 |
| month | -1.5157192 |
| outdoor_humidity | 1.0028901 |
| outdoor_temperature | -0.801753 |
| people_occupant | -0.6895852 |
| total_electricity_HVAC | 3.0846496 |
| wind_direction | 0.055205442 |
| wind_speed | -0.75971824 |
| observation/ | |
| HVAC_electricity_demand_rate | 17107.531 |
| air_humidity | 24.520868 |
| air_temperature | 22.542463 |
| clg_setpoint | 24.604794 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 1.0 |
| outdoor_humidity | 89.0 |
| outdoor_temperature | 4.108894 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 15396777.0 |
| wind_direction | 190.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 4%
| action_network/ | |
| Cooling_Setpoint_RL | 0.4691006 |
| Heating_Setpoint_RL | 0.8034537 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.208214 |
| Heating_Setpoint_RL | 22.144428 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.18403213 |
| air_humidity | -1.1406088 |
| air_temperature | -1.4696647 |
| clg_setpoint | 0.81029356 |
| co2_emission | 0.0 |
| day_of_month | -0.16116148 |
| diffuse_solar_radiation | -0.7398495 |
| direct_solar_radiation | -0.60907406 |
| hour | -1.371612 |
| htg_setpoint | 0.27343178 |
| month | -1.508863 |
| outdoor_humidity | 0.8586513 |
| outdoor_temperature | -1.836433 |
| people_occupant | -0.68818414 |
| total_electricity_HVAC | -0.21490727 |
| wind_direction | -1.4635106 |
| wind_speed | 1.1294829 |
| observation/ | |
| HVAC_electricity_demand_rate | 1943.4354 |
| air_humidity | 22.926622 |
| air_temperature | 20.14031 |
| clg_setpoint | 28.323318 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 18.71682 |
| month | 1.0 |
| outdoor_humidity | 86.0 |
| outdoor_temperature | -6.237957 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1741358.8 |
| wind_direction | 30.0 |
| wind_speed | 7.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 4%
| action_network/ | |
| Cooling_Setpoint_RL | 0.15764606 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.157055 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.56081593 |
| air_humidity | 0.0032534713 |
| air_temperature | -1.5063329 |
| clg_setpoint | 1.053115 |
| co2_emission | 0.0 |
| day_of_month | -0.047385786 |
| diffuse_solar_radiation | -0.73911285 |
| direct_solar_radiation | -0.60795593 |
| hour | -1.2270168 |
| htg_setpoint | -1.2710594 |
| month | -1.5020989 |
| outdoor_humidity | 1.2889484 |
| outdoor_temperature | -1.0523372 |
| people_occupant | -0.6886641 |
| total_electricity_HVAC | -0.5744439 |
| wind_direction | -1.2680978 |
| wind_speed | 0.5085282 |
| observation/ | |
| HVAC_electricity_demand_rate | 298.8139 |
| air_humidity | 37.36575 |
| air_temperature | 20.071878 |
| clg_setpoint | 28.934082 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 12.452059 |
| month | 1.0 |
| outdoor_humidity | 95.0 |
| outdoor_temperature | 1.506257 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 255032.94 |
| wind_direction | 50.0 |
| wind_speed | 6.2 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 4%
| action_network/ | |
| Cooling_Setpoint_RL | 0.05647421 |
| Heating_Setpoint_RL | -0.05099839 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.815601 |
| Heating_Setpoint_RL | 17.338135 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.17220367 |
| air_humidity | -0.069218054 |
| air_temperature | -1.9212188 |
| clg_setpoint | -1.2191238 |
| co2_emission | 0.0 |
| day_of_month | 0.066371724 |
| diffuse_solar_radiation | -0.7385283 |
| direct_solar_radiation | -0.60702336 |
| hour | -1.082466 |
| htg_setpoint | -0.121573836 |
| month | -1.495425 |
| outdoor_humidity | -0.34745386 |
| outdoor_temperature | -1.7637421 |
| people_occupant | -0.6891414 |
| total_electricity_HVAC | -0.20341913 |
| wind_direction | 0.7246721 |
| wind_speed | 1.324456 |
| observation/ | |
| HVAC_electricity_demand_rate | 2009.9292 |
| air_humidity | 36.456566 |
| air_temperature | 19.324415 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 17.119043 |
| month | 1.0 |
| outdoor_humidity | 61.0 |
| outdoor_temperature | -5.6490917 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1801486.0 |
| wind_direction | 260.0 |
| wind_speed | 8.2 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 5%
| action_network/ | |
| Cooling_Setpoint_RL | -0.5995706 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.60145 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.53155607 |
| air_humidity | -0.034483656 |
| air_temperature | -1.5069592 |
| clg_setpoint | 1.4693413 |
| co2_emission | 0.0 |
| day_of_month | 0.18011399 |
| diffuse_solar_radiation | -0.73819613 |
| direct_solar_radiation | -0.6070772 |
| hour | -0.93794924 |
| htg_setpoint | 0.12448902 |
| month | -1.4888393 |
| outdoor_humidity | 1.0957427 |
| outdoor_temperature | -1.1569525 |
| people_occupant | -0.68961626 |
| total_electricity_HVAC | -0.54256356 |
| wind_direction | 0.24915677 |
| wind_speed | -0.5612639 |
| observation/ | |
| HVAC_electricity_demand_rate | 430.11072 |
| air_humidity | 36.884724 |
| air_temperature | 20.065294 |
| clg_setpoint | 29.9794 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 18.119534 |
| month | 1.0 |
| outdoor_humidity | 91.0 |
| outdoor_temperature | 0.38896742 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 389889.94 |
| wind_direction | 210.0 |
| wind_speed | 3.6 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 5%
| action_network/ | |
| Cooling_Setpoint_RL | 0.7400277 |
| Heating_Setpoint_RL | -0.5603936 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.122593 |
| Heating_Setpoint_RL | 14.472786 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.63954645 |
| air_humidity | -0.16805646 |
| air_temperature | -1.2817006 |
| clg_setpoint | -0.8223601 |
| co2_emission | 0.0 |
| day_of_month | 0.29382658 |
| diffuse_solar_radiation | -0.737645 |
| direct_solar_radiation | -0.6073241 |
| hour | -0.7934574 |
| htg_setpoint | 0.7029189 |
| month | -1.4823399 |
| outdoor_humidity | 1.3833803 |
| outdoor_temperature | -0.2800235 |
| people_occupant | -0.6900886 |
| total_electricity_HVAC | 0.5967328 |
| wind_direction | -0.6055572 |
| wind_speed | 0.7123066 |
| observation/ | |
| HVAC_electricity_demand_rate | 5591.404 |
| air_humidity | 35.18321 |
| air_temperature | 20.46823 |
| clg_setpoint | 24.242176 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 20.468304 |
| month | 1.0 |
| outdoor_humidity | 97.0 |
| outdoor_temperature | 9.155984 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 5142614.5 |
| wind_direction | 120.0 |
| wind_speed | 6.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 5%
| action_network/ | |
| Cooling_Setpoint_RL | -0.24351041 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.803152 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5939118 |
| air_humidity | 0.5272794 |
| air_temperature | -0.65454584 |
| clg_setpoint | -0.089815125 |
| co2_emission | 0.0 |
| day_of_month | 0.4074779 |
| diffuse_solar_radiation | -0.33073768 |
| direct_solar_radiation | 0.7141711 |
| hour | -0.648983 |
| htg_setpoint | -1.384542 |
| month | -1.4759248 |
| outdoor_humidity | 0.99504095 |
| outdoor_temperature | -0.949627 |
| people_occupant | -0.6905585 |
| total_electricity_HVAC | -0.6022264 |
| wind_direction | 0.535337 |
| wind_speed | -0.35594192 |
| observation/ | |
| HVAC_electricity_demand_rate | 153.6582 |
| air_humidity | 43.96898 |
| air_temperature | 21.591188 |
| clg_setpoint | 26.077383 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 39.5 |
| direct_solar_radiation | 326.0 |
| hour | 7.0 |
| htg_setpoint | 12.0 |
| month | 1.0 |
| outdoor_humidity | 89.0 |
| outdoor_temperature | 2.453761 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 139287.03 |
| wind_direction | 240.0 |
| wind_speed | 4.1 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 5%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.32017955 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 15.82399 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6086911 |
| air_humidity | -1.3964276 |
| air_temperature | -1.348134 |
| clg_setpoint | 1.0549983 |
| co2_emission | 0.0 |
| day_of_month | 0.5210194 |
| diffuse_solar_radiation | 0.39556107 |
| direct_solar_radiation | 0.85879755 |
| hour | -0.50451976 |
| htg_setpoint | 0.022445709 |
| month | -1.4695923 |
| outdoor_humidity | -1.6945227 |
| outdoor_temperature | -0.6470771 |
| people_occupant | -0.68917704 |
| total_electricity_HVAC | -0.6164748 |
| wind_direction | 0.819624 |
| wind_speed | -0.5620593 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 19.706268 |
| air_temperature | 20.34646 |
| clg_setpoint | 28.94862 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 110.0 |
| direct_solar_radiation | 362.0 |
| hour | 8.0 |
| htg_setpoint | 17.706661 |
| month | 1.0 |
| outdoor_humidity | 33.0 |
| outdoor_temperature | 5.4656715 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 270.0 |
| wind_speed | 3.6 |
| train/ | |
| approx_kl | 0.004485646 |
| clip_fraction | 0.0206 |
| clip_range | 0.2 |
| entropy_loss | -2.76 |
| explained_variance | 0.431 |
| learning_rate | 0.0003 |
| loss | 8.73 |
| n_updates | 180 |
| policy_gradient_loss | -0.00525 |
| std | 0.964 |
| value_loss | 23.5 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 6%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.34779218 |
| air_humidity | -0.25777355 |
| air_temperature | 0.2785698 |
| clg_setpoint | -1.2212741 |
| co2_emission | 0.0 |
| day_of_month | 0.63438606 |
| diffuse_solar_radiation | 1.0396146 |
| direct_solar_radiation | -0.46888387 |
| hour | -0.360063 |
| htg_setpoint | 1.3885267 |
| month | -1.4633406 |
| outdoor_humidity | 1.5237491 |
| outdoor_temperature | -0.4624003 |
| people_occupant | 1.6963778 |
| total_electricity_HVAC | -0.3871642 |
| wind_direction | -1.0848593 |
| wind_speed | -0.96879494 |
| observation/ | |
| HVAC_electricity_demand_rate | 1238.5697 |
| air_humidity | 34.004932 |
| air_temperature | 23.252369 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 172.5 |
| direct_solar_radiation | 34.0 |
| hour | 9.0 |
| htg_setpoint | 23.25 |
| month | 1.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 7.2925987 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1036222.1 |
| wind_direction | 70.0 |
| wind_speed | 2.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 6%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.51737404 |
| air_humidity | 0.21687727 |
| air_temperature | 1.1998119 |
| clg_setpoint | 1.4736093 |
| co2_emission | 0.0 |
| day_of_month | 0.74749655 |
| diffuse_solar_radiation | 0.09844021 |
| direct_solar_radiation | -0.60566366 |
| hour | -0.21560913 |
| htg_setpoint | 0.7952025 |
| month | -1.4571681 |
| outdoor_humidity | 1.135815 |
| outdoor_temperature | -0.8508053 |
| people_occupant | 1.694849 |
| total_electricity_HVAC | -0.531473 |
| wind_direction | -1.3664967 |
| wind_speed | -0.3554502 |
| observation/ | |
| HVAC_electricity_demand_rate | 489.9435 |
| air_humidity | 40.004913 |
| air_temperature | 24.8987 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 81.0 |
| direct_solar_radiation | 0.0 |
| hour | 10.0 |
| htg_setpoint | 20.845873 |
| month | 1.0 |
| outdoor_humidity | 92.0 |
| outdoor_temperature | 3.4074225 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 433104.53 |
| wind_direction | 40.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 6%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.23106727 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.924753 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.60857445 |
| air_humidity | 0.5314263 |
| air_temperature | 1.6213647 |
| clg_setpoint | 0.8504132 |
| co2_emission | 0.0 |
| day_of_month | 0.86025393 |
| diffuse_solar_radiation | 0.32650292 |
| direct_solar_radiation | -0.6045639 |
| hour | -0.07115613 |
| htg_setpoint | 1.0368067 |
| month | -1.4510729 |
| outdoor_humidity | 1.5149994 |
| outdoor_temperature | -0.42194417 |
| people_occupant | 1.216924 |
| total_electricity_HVAC | -0.61478823 |
| wind_direction | -1.2672927 |
| wind_speed | -0.5609831 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 43.980232 |
| air_temperature | 25.650293 |
| clg_setpoint | 28.439339 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 103.0 |
| direct_solar_radiation | 0.0 |
| hour | 11.0 |
| htg_setpoint | 21.830004 |
| month | 1.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 7.6685486 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 84498.25 |
| wind_direction | 50.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 7%
| action_network/ | |
| Cooling_Setpoint_RL | -0.6691693 |
| Heating_Setpoint_RL | 0.9514812 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.366554 |
| Heating_Setpoint_RL | 22.977081 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6082367 |
| air_humidity | 1.0287766 |
| air_temperature | 1.5551441 |
| clg_setpoint | -0.3071264 |
| co2_emission | 0.0 |
| day_of_month | 0.9725464 |
| diffuse_solar_radiation | 0.11122913 |
| direct_solar_radiation | -0.6034574 |
| hour | 0.07329685 |
| htg_setpoint | 1.3371601 |
| month | -1.4450537 |
| outdoor_humidity | 1.1732793 |
| outdoor_temperature | 0.13886116 |
| people_occupant | 0.26296452 |
| total_electricity_HVAC | -0.61590743 |
| wind_direction | -1.7437515 |
| wind_speed | -2.0333877 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 50.292 |
| air_temperature | 25.53062 |
| clg_setpoint | 25.538055 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 82.0 |
| direct_solar_radiation | 0.0 |
| hour | 12.0 |
| htg_setpoint | 23.052586 |
| month | 1.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 13.251442 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 7%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.71616036 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.596598 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.51180863 |
| air_humidity | -0.34644243 |
| air_temperature | 1.7089924 |
| clg_setpoint | -0.1868335 |
| co2_emission | 0.0 |
| day_of_month | 1.0842482 |
| diffuse_solar_radiation | -0.037310444 |
| direct_solar_radiation | -0.602357 |
| hour | 0.21774931 |
| htg_setpoint | -0.25201896 |
| month | -1.4391087 |
| outdoor_humidity | 1.1732495 |
| outdoor_temperature | -1.0288275 |
| people_occupant | 1.2147425 |
| total_electricity_HVAC | -0.525883 |
| wind_direction | 0.72910744 |
| wind_speed | 0.29530936 |
| observation/ | |
| HVAC_electricity_demand_rate | 512.0947 |
| air_humidity | 32.99421 |
| air_temperature | 25.804428 |
| clg_setpoint | 25.840122 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 67.5 |
| direct_solar_radiation | 0.0 |
| hour | 13.0 |
| htg_setpoint | 16.60314 |
| month | 1.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 1.625177 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 453820.2 |
| wind_direction | 260.0 |
| wind_speed | 5.7 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 7%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.10612247 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.02806 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6084128 |
| air_humidity | -0.61149305 |
| air_temperature | -0.8156455 |
| clg_setpoint | 1.2199435 |
| co2_emission | 0.0 |
| day_of_month | 1.1952206 |
| diffuse_solar_radiation | 0.38720834 |
| direct_solar_radiation | -0.2241157 |
| hour | 0.3621995 |
| htg_setpoint | -1.3870791 |
| month | -1.4332365 |
| outdoor_humidity | -0.7437731 |
| outdoor_temperature | -0.7518249 |
| people_occupant | -0.6901385 |
| total_electricity_HVAC | -0.6160326 |
| wind_direction | 0.72654325 |
| wind_speed | 0.5001834 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 29.668716 |
| air_temperature | 21.294746 |
| clg_setpoint | 29.368042 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 108.5 |
| direct_solar_radiation | 93.0 |
| hour | 14.0 |
| htg_setpoint | 12.0 |
| month | 1.0 |
| outdoor_humidity | 53.0 |
| outdoor_temperature | 4.346787 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 260.0 |
| wind_speed | 6.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 7%
| action_network/ | |
| Cooling_Setpoint_RL | -0.80610573 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.904392 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.60822266 |
| air_humidity | -1.1696199 |
| air_temperature | -0.57961506 |
| clg_setpoint | 0.7993914 |
| co2_emission | 0.0 |
| day_of_month | 1.3053131 |
| diffuse_solar_radiation | -0.13431887 |
| direct_solar_radiation | 0.16859406 |
| hour | 0.5066443 |
| htg_setpoint | -0.73397416 |
| month | -1.4274356 |
| outdoor_humidity | -0.50472045 |
| outdoor_temperature | -0.53525984 |
| people_occupant | -0.68878406 |
| total_electricity_HVAC | -0.61583877 |
| wind_direction | -0.03627514 |
| wind_speed | -0.970883 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 22.618813 |
| air_temperature | 21.710855 |
| clg_setpoint | 28.316525 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 58.0 |
| direct_solar_radiation | 189.5 |
| hour | 15.0 |
| htg_setpoint | 14.649212 |
| month | 1.0 |
| outdoor_humidity | 58.0 |
| outdoor_temperature | 6.478461 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 180.0 |
| wind_speed | 2.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 8%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4877663 |
| air_humidity | 0.05756408 |
| air_temperature | 0.2832007 |
| clg_setpoint | -1.2210904 |
| co2_emission | 0.0 |
| day_of_month | 1.4143653 |
| diffuse_solar_radiation | -0.64571965 |
| direct_solar_radiation | -0.60124886 |
| hour | 0.65107954 |
| htg_setpoint | 0.6871847 |
| month | -1.4217046 |
| outdoor_humidity | 1.173066 |
| outdoor_temperature | -0.7331107 |
| people_occupant | 1.6946872 |
| total_electricity_HVAC | -0.5013024 |
| wind_direction | -1.3649809 |
| wind_speed | -0.5593409 |
| observation/ | |
| HVAC_electricity_demand_rate | 621.0637 |
| air_humidity | 38.029175 |
| air_temperature | 23.249527 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 8.5 |
| direct_solar_radiation | 0.0 |
| hour | 16.0 |
| htg_setpoint | 20.4179 |
| month | 1.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 4.4949894 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 558957.4 |
| wind_direction | 40.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 8%
| action_network/ | |
| Cooling_Setpoint_RL | -0.32335567 |
| Heating_Setpoint_RL | -0.34849024 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.533674 |
| Heating_Setpoint_RL | 15.664742 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.2535214 |
| air_humidity | -0.63933027 |
| air_temperature | 0.28344133 |
| clg_setpoint | -1.2204554 |
| co2_emission | 0.0 |
| day_of_month | 1.5222085 |
| diffuse_solar_radiation | -0.7333348 |
| direct_solar_radiation | -0.60129106 |
| hour | 0.7954996 |
| htg_setpoint | 0.5122948 |
| month | -1.4160421 |
| outdoor_humidity | -0.7001698 |
| outdoor_temperature | -1.1744239 |
| people_occupant | 1.6931942 |
| total_electricity_HVAC | -0.27856243 |
| wind_direction | -1.2662529 |
| wind_speed | -0.55829114 |
| observation/ | |
| HVAC_electricity_demand_rate | 1660.235 |
| air_humidity | 29.276833 |
| air_temperature | 23.249472 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 19.712196 |
| month | 1.0 |
| outdoor_humidity | 54.0 |
| outdoor_temperature | 0.08579667 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1494211.5 |
| wind_direction | 50.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 8%
| action_network/ | |
| Cooling_Setpoint_RL | 0.5912821 |
| Heating_Setpoint_RL | -0.44825405 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.620577 |
| Heating_Setpoint_RL | 15.103571 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.1257997 |
| air_humidity | -0.62336814 |
| air_temperature | 0.298728 |
| clg_setpoint | 0.06430718 |
| co2_emission | 0.0 |
| day_of_month | 1.6286671 |
| diffuse_solar_radiation | -0.73301053 |
| direct_solar_radiation | -0.60130244 |
| hour | 0.9398979 |
| htg_setpoint | 1.3837898 |
| month | -1.4104466 |
| outdoor_humidity | -0.12346949 |
| outdoor_temperature | -1.4400259 |
| people_occupant | 0.50098896 |
| total_electricity_HVAC | 1.3056322 |
| wind_direction | -1.7379844 |
| wind_speed | 0.91677606 |
| observation/ | |
| HVAC_electricity_demand_rate | 7787.3745 |
| air_humidity | 29.4665 |
| air_temperature | 23.275547 |
| clg_setpoint | 26.471205 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 23.25 |
| month | 1.0 |
| outdoor_humidity | 66.0 |
| outdoor_temperature | -2.6127431 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 8153061.5 |
| wind_direction | 0.0 |
| wind_speed | 7.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 8%
| action_network/ | |
| Cooling_Setpoint_RL | 0.40024874 |
| Heating_Setpoint_RL | 0.17998502 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.97584 |
| Heating_Setpoint_RL | 18.637417 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.32513356 |
| air_humidity | -0.8356406 |
| air_temperature | -0.060962483 |
| clg_setpoint | 0.23709294 |
| co2_emission | 0.0 |
| day_of_month | 1.7335613 |
| diffuse_solar_radiation | -0.73254234 |
| direct_solar_radiation | -0.6015739 |
| hour | 1.0842663 |
| htg_setpoint | 0.44353122 |
| month | -1.404917 |
| outdoor_humidity | -1.268359 |
| outdoor_temperature | -1.5450871 |
| people_occupant | -0.45241842 |
| total_electricity_HVAC | -0.34593517 |
| wind_direction | 0.44677836 |
| wind_speed | -0.5584536 |
| observation/ | |
| HVAC_electricity_demand_rate | 1351.5908 |
| air_humidity | 26.774406 |
| air_temperature | 22.63098 |
| clg_setpoint | 26.904984 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 19.435509 |
| month | 1.0 |
| outdoor_humidity | 42.0 |
| outdoor_temperature | -3.749545 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 1219160.0 |
| wind_direction | 230.0 |
| wind_speed | 3.6 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 9%
| action_network/ | |
| Cooling_Setpoint_RL | 0.43341506 |
| Heating_Setpoint_RL | -0.73266864 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.087776 |
| Heating_Setpoint_RL | 13.503738 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6091169 |
| air_humidity | -0.2888748 |
| air_temperature | -0.58501565 |
| clg_setpoint | 1.4697618 |
| co2_emission | 0.0 |
| day_of_month | -1.6667241 |
| diffuse_solar_radiation | -0.7323828 |
| direct_solar_radiation | -0.6012493 |
| hour | 1.228596 |
| htg_setpoint | -1.3889493 |
| month | -1.125567 |
| outdoor_humidity | -0.06934754 |
| outdoor_temperature | -0.6886241 |
| people_occupant | -0.45295775 |
| total_electricity_HVAC | -0.6167439 |
| wind_direction | 0.91866434 |
| wind_speed | -0.14994898 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 33.61221 |
| air_temperature | 21.694286 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 12.0 |
| month | 2.0 |
| outdoor_humidity | 67.0 |
| outdoor_temperature | 4.7775326 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 280.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 9%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.42466947 |
| air_humidity | -1.6853591 |
| air_temperature | -1.5293969 |
| clg_setpoint | 1.2205613 |
| co2_emission | 0.0 |
| day_of_month | -1.546386 |
| diffuse_solar_radiation | -0.7318134 |
| direct_solar_radiation | -0.6015268 |
| hour | 1.3728765 |
| htg_setpoint | -0.44911447 |
| month | -1.1222334 |
| outdoor_humidity | -1.7405508 |
| outdoor_temperature | -1.365659 |
| people_occupant | -0.6897339 |
| total_electricity_HVAC | -0.44044623 |
| wind_direction | -1.6400663 |
| wind_speed | -0.35555905 |
| observation/ | |
| HVAC_electricity_demand_rate | 908.4983 |
| air_humidity | 16.065496 |
| air_temperature | 20.004942 |
| clg_setpoint | 29.379078 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 15.812277 |
| month | 2.0 |
| outdoor_humidity | 32.0 |
| outdoor_temperature | -1.993787 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 820912.9 |
| wind_direction | 10.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 9%
| action_network/ | |
| Cooling_Setpoint_RL | 0.51429033 |
| Heating_Setpoint_RL | 0.8623239 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.36073 |
| Heating_Setpoint_RL | 22.47557 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.087890826 |
| air_humidity | -1.9436443 |
| air_temperature | -1.6138498 |
| clg_setpoint | 1.4656359 |
| co2_emission | 0.0 |
| day_of_month | -1.4275281 |
| diffuse_solar_radiation | -0.7312946 |
| direct_solar_radiation | -0.6016049 |
| hour | 1.5170965 |
| htg_setpoint | 0.35073674 |
| month | -1.1189294 |
| outdoor_humidity | -0.11138917 |
| outdoor_temperature | -0.93793887 |
| people_occupant | -0.6884055 |
| total_electricity_HVAC | 0.046549883 |
| wind_direction | -0.31334123 |
| wind_speed | -0.3551844 |
| observation/ | |
| HVAC_electricity_demand_rate | 3203.349 |
| air_humidity | 12.672408 |
| air_temperature | 19.849842 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 19.059435 |
| month | 2.0 |
| outdoor_humidity | 66.0 |
| outdoor_temperature | 2.2186174 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2883014.2 |
| wind_direction | 150.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 10%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.33084163 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 15.764015 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.49995258 |
| air_humidity | 0.68547803 |
| air_temperature | -2.141134 |
| clg_setpoint | 1.4647621 |
| co2_emission | 0.0 |
| day_of_month | -1.3099083 |
| diffuse_solar_radiation | -0.730799 |
| direct_solar_radiation | -0.6005472 |
| hour | 1.6612434 |
| htg_setpoint | -0.84316885 |
| month | -1.1156542 |
| outdoor_humidity | -0.3046841 |
| outdoor_temperature | -1.1747462 |
| people_occupant | -0.6888599 |
| total_electricity_HVAC | -0.5179693 |
| wind_direction | 1.2939376 |
| wind_speed | 1.7756133 |
| observation/ | |
| HVAC_electricity_demand_rate | 576.9249 |
| air_humidity | 45.75615 |
| air_temperature | 18.902271 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 14.215002 |
| month | 2.0 |
| outdoor_humidity | 62.0 |
| outdoor_temperature | -0.17197378 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 497520.7 |
| wind_direction | 320.0 |
| wind_speed | 9.3 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 10%
| action_network/ | |
| Cooling_Setpoint_RL | 0.35047287 |
| Heating_Setpoint_RL | 0.30341083 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.807846 |
| Heating_Setpoint_RL | 19.331686 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.4666704 |
| air_humidity | -0.6072478 |
| air_temperature | -3.0132341 |
| clg_setpoint | -0.2931275 |
| co2_emission | 0.0 |
| day_of_month | -1.0805789 |
| diffuse_solar_radiation | -0.7305719 |
| direct_solar_radiation | -0.6006531 |
| hour | -1.6610055 |
| htg_setpoint | -0.6925096 |
| month | -1.1124078 |
| outdoor_humidity | -1.4013356 |
| outdoor_temperature | -2.5272067 |
| people_occupant | -0.689312 |
| total_electricity_HVAC | 0.2723372 |
| wind_direction | 1.1014473 |
| wind_speed | 1.9677465 |
| observation/ | |
| HVAC_electricity_demand_rate | 4908.855 |
| air_humidity | 29.457563 |
| air_temperature | 17.335491 |
| clg_setpoint | 25.585554 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 14.826128 |
| month | 2.0 |
| outdoor_humidity | 39.0 |
| outdoor_temperature | -13.793128 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3846766.2 |
| wind_direction | 300.0 |
| wind_speed | 9.8 |
------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 10%
| action_network/ | |
| Cooling_Setpoint_RL | -0.021241784 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.553308 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.7218149 |
| air_humidity | -0.74572325 |
| air_temperature | -1.2263321 |
| clg_setpoint | 1.4631258 |
| co2_emission | 0.0 |
| day_of_month | -0.96485966 |
| diffuse_solar_radiation | -0.73032415 |
| direct_solar_radiation | -0.6006348 |
| hour | -1.5163004 |
| htg_setpoint | 0.7124629 |
| month | -1.1091895 |
| outdoor_humidity | -0.7776228 |
| outdoor_temperature | -1.9277772 |
| people_occupant | -0.6897618 |
| total_electricity_HVAC | 1.3770803 |
| wind_direction | 1.0986964 |
| wind_speed | 0.6977796 |
| observation/ | |
| HVAC_electricity_demand_rate | 10579.345 |
| air_humidity | 27.68168 |
| air_temperature | 20.525778 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 20.52583 |
| month | 2.0 |
| outdoor_humidity | 52.0 |
| outdoor_temperature | -7.9410415 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 8560572.0 |
| wind_direction | 300.0 |
| wind_speed | 6.7 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 11%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.41605574 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 19.965313 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.2949231 |
| air_humidity | -0.50526845 |
| air_temperature | -1.1845939 |
| clg_setpoint | 0.49366805 |
| co2_emission | 0.0 |
| day_of_month | -0.84976757 |
| diffuse_solar_radiation | -0.73015624 |
| direct_solar_radiation | -0.6008608 |
| hour | -1.3716607 |
| htg_setpoint | -1.3889436 |
| month | -1.105999 |
| outdoor_humidity | -1.0630445 |
| outdoor_temperature | -1.5771002 |
| people_occupant | -0.69020945 |
| total_electricity_HVAC | -0.32165697 |
| wind_direction | 1.1912361 |
| wind_speed | -1.1810573 |
| observation/ | |
| HVAC_electricity_demand_rate | 1517.43 |
| air_humidity | 30.687075 |
| air_temperature | 20.597946 |
| clg_setpoint | 27.563757 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 12.0 |
| month | 2.0 |
| outdoor_humidity | 46.0 |
| outdoor_temperature | -4.4969974 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1347957.2 |
| wind_direction | 310.0 |
| wind_speed | 2.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 11%
| action_network/ | |
| Cooling_Setpoint_RL | 0.8865309 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.617043 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.34538686 |
| air_humidity | -0.95231575 |
| air_temperature | -1.5346435 |
| clg_setpoint | -1.2224569 |
| co2_emission | 0.0 |
| day_of_month | -0.73516285 |
| diffuse_solar_radiation | -0.72976786 |
| direct_solar_radiation | -0.6011734 |
| hour | -1.2270736 |
| htg_setpoint | 0.37093127 |
| month | -1.1028358 |
| outdoor_humidity | -0.9152859 |
| outdoor_temperature | -1.8407437 |
| people_occupant | -0.6906548 |
| total_electricity_HVAC | 0.3002751 |
| wind_direction | 1.1869841 |
| wind_speed | 0.6968795 |
| observation/ | |
| HVAC_electricity_demand_rate | 4413.8984 |
| air_humidity | 25.038687 |
| air_temperature | 19.967686 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 19.141026 |
| month | 2.0 |
| outdoor_humidity | 49.0 |
| outdoor_temperature | -7.229622 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4004688.2 |
| wind_direction | 310.0 |
| wind_speed | 6.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 11%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.33333623 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.749984 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.26533163 |
| air_humidity | -1.7692885 |
| air_temperature | -1.2884356 |
| clg_setpoint | 0.78964216 |
| co2_emission | 0.0 |
| day_of_month | -0.6209253 |
| diffuse_solar_radiation | -0.7293425 |
| direct_solar_radiation | -0.60134447 |
| hour | -1.0825281 |
| htg_setpoint | -0.5570953 |
| month | -1.0996996 |
| outdoor_humidity | -0.2918636 |
| outdoor_temperature | -1.5487202 |
| people_occupant | -0.689344 |
| total_electricity_HVAC | -0.29260898 |
| wind_direction | 0.8072266 |
| wind_speed | -0.16283621 |
| observation/ | |
| HVAC_electricity_demand_rate | 1661.5006 |
| air_humidity | 14.678578 |
| air_temperature | 20.39968 |
| clg_setpoint | 28.313057 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 15.375659 |
| month | 2.0 |
| outdoor_humidity | 62.0 |
| outdoor_temperature | -4.3393292 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1480634.6 |
| wind_direction | 270.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 11%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.67275393 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.840759 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.9699895 |
| air_humidity | -1.7258325 |
| air_temperature | -0.48753598 |
| clg_setpoint | 1.4585898 |
| co2_emission | 0.0 |
| day_of_month | -0.5069533 |
| diffuse_solar_radiation | -0.7292233 |
| direct_solar_radiation | -0.6013707 |
| hour | -0.93801445 |
| htg_setpoint | 1.3841752 |
| month | -1.09659 |
| outdoor_humidity | 0.56913674 |
| outdoor_temperature | -0.956345 |
| people_occupant | -0.6880407 |
| total_electricity_HVAC | 2.8914003 |
| wind_direction | 0.6176798 |
| wind_speed | -0.5718624 |
| observation/ | |
| HVAC_electricity_demand_rate | 16324.9795 |
| air_humidity | 15.11137 |
| air_temperature | 21.8308 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 23.25 |
| month | 2.0 |
| outdoor_humidity | 80.0 |
| outdoor_temperature | 1.6342511 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 15104994.0 |
| wind_direction | 250.0 |
| wind_speed | 3.6 |
| train/ | |
| approx_kl | 0.0073518055 |
| clip_fraction | 0.0587 |
| clip_range | 0.2 |
| entropy_loss | -2.76 |
| explained_variance | 0.759 |
| learning_rate | 0.0003 |
| loss | 4.08 |
| n_updates | 190 |
| policy_gradient_loss | -0.00933 |
| std | 0.965 |
| value_loss | 11.6 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 12%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 4.058911 |
| air_humidity | -1.2477348 |
| air_temperature | -1.8332422 |
| clg_setpoint | 1.2361971 |
| co2_emission | 0.0 |
| day_of_month | -0.39316303 |
| diffuse_solar_radiation | -0.54115397 |
| direct_solar_radiation | -0.43917686 |
| hour | -0.7935242 |
| htg_setpoint | 0.7602763 |
| month | -1.0935067 |
| outdoor_humidity | -1.865602 |
| outdoor_temperature | -2.0628145 |
| people_occupant | -0.68848777 |
| total_electricity_HVAC | 3.8336313 |
| wind_direction | 1.277165 |
| wind_speed | 1.7602385 |
| observation/ | |
| HVAC_electricity_demand_rate | 21273.568 |
| air_humidity | 21.124119 |
| air_temperature | 19.40985 |
| clg_setpoint | 29.441673 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 18.0 |
| direct_solar_radiation | 40.0 |
| hour | 6.0 |
| htg_setpoint | 20.71825 |
| month | 2.0 |
| outdoor_humidity | 29.0 |
| outdoor_temperature | -9.59148 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 19147002.0 |
| wind_direction | 320.0 |
| wind_speed | 9.3 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 12%
| action_network/ | |
| Cooling_Setpoint_RL | 0.44229805 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.117756 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.18207164 |
| air_humidity | -1.1844505 |
| air_temperature | -2.2004256 |
| clg_setpoint | -0.8718557 |
| co2_emission | 0.0 |
| day_of_month | -0.27948806 |
| diffuse_solar_radiation | -0.008135937 |
| direct_solar_radiation | 0.15692629 |
| hour | -0.64905035 |
| htg_setpoint | -0.18576327 |
| month | -1.0904492 |
| outdoor_humidity | -1.1415088 |
| outdoor_temperature | -1.8047521 |
| people_occupant | -0.68893266 |
| total_electricity_HVAC | 0.1341442 |
| wind_direction | 1.0847186 |
| wind_speed | -0.37011623 |
| observation/ | |
| HVAC_electricity_demand_rate | 3704.8765 |
| air_humidity | 21.885244 |
| air_temperature | 18.743523 |
| clg_setpoint | 24.136126 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 69.0 |
| direct_solar_radiation | 187.0 |
| hour | 7.0 |
| htg_setpoint | 16.878458 |
| month | 2.0 |
| outdoor_humidity | 44.0 |
| outdoor_temperature | -7.0845284 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3319307.0 |
| wind_direction | 300.0 |
| wind_speed | 4.1 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 12%
| action_network/ | |
| Cooling_Setpoint_RL | -0.19277406 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.974388 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.49693093 |
| air_humidity | -0.96543705 |
| air_temperature | 0.3055289 |
| clg_setpoint | -1.2236838 |
| co2_emission | 0.0 |
| day_of_month | -0.16587876 |
| diffuse_solar_radiation | 0.3785928 |
| direct_solar_radiation | 1.000949 |
| hour | -0.504587 |
| htg_setpoint | -1.3883958 |
| month | -1.0874172 |
| outdoor_humidity | -1.4239782 |
| outdoor_temperature | -1.1443942 |
| people_occupant | 1.6933733 |
| total_electricity_HVAC | -0.5107126 |
| wind_direction | 1.0827578 |
| wind_speed | 0.2853169 |
| observation/ | |
| HVAC_electricity_demand_rate | 622.8103 |
| air_humidity | 24.622257 |
| air_temperature | 23.249887 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 106.0 |
| direct_solar_radiation | 395.0 |
| hour | 8.0 |
| htg_setpoint | 12.0 |
| month | 2.0 |
| outdoor_humidity | 38.0 |
| outdoor_temperature | -0.42535722 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 556846.3 |
| wind_direction | 300.0 |
| wind_speed | 5.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 13%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.47784418 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 14.937126 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.48075867 |
| air_humidity | -0.75353324 |
| air_temperature | 0.3063146 |
| clg_setpoint | -1.2232652 |
| co2_emission | 0.0 |
| day_of_month | -0.05230204 |
| diffuse_solar_radiation | 1.2626302 |
| direct_solar_radiation | -0.48291308 |
| hour | -0.36012962 |
| htg_setpoint | 1.3837422 |
| month | -1.0844104 |
| outdoor_humidity | -0.3732544 |
| outdoor_temperature | -1.100684 |
| people_occupant | 1.6919464 |
| total_electricity_HVAC | 0.13846187 |
| wind_direction | -0.71238863 |
| wind_speed | -0.9858832 |
| observation/ | |
| HVAC_electricity_demand_rate | 5081.9434 |
| air_humidity | 27.279312 |
| air_temperature | 23.25095 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 190.5 |
| direct_solar_radiation | 29.5 |
| hour | 9.0 |
| htg_setpoint | 23.25 |
| month | 2.0 |
| outdoor_humidity | 60.0 |
| outdoor_temperature | -0.024799293 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 3350706.2 |
| wind_direction | 110.0 |
| wind_speed | 2.6 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 13%
| action_network/ | |
| Cooling_Setpoint_RL | 0.9150922 |
| Heating_Setpoint_RL | 0.15797855 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.713436 |
| Heating_Setpoint_RL | 18.51363 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.61511934 |
| air_humidity | 0.16653368 |
| air_temperature | -1.1568112 |
| clg_setpoint | 0.7590899 |
| co2_emission | 0.0 |
| day_of_month | 0.06125889 |
| diffuse_solar_radiation | 1.6191931 |
| direct_solar_radiation | 0.672912 |
| hour | -0.21567507 |
| htg_setpoint | -0.86841553 |
| month | -1.0814284 |
| outdoor_humidity | -0.13719523 |
| outdoor_temperature | -0.32015768 |
| people_occupant | -0.69025433 |
| total_electricity_HVAC | -0.62259245 |
| wind_direction | 1.0830032 |
| wind_speed | -0.16437137 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 38.89683 |
| air_temperature | 20.620255 |
| clg_setpoint | 28.238167 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 224.5 |
| direct_solar_radiation | 314.0 |
| hour | 10.0 |
| htg_setpoint | 14.112436 |
| month | 2.0 |
| outdoor_humidity | 65.0 |
| outdoor_temperature | 7.9004602 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 300.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 13%
| action_network/ | |
| Cooling_Setpoint_RL | -0.5547528 |
| Heating_Setpoint_RL | -0.5633755 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.752708 |
| Heating_Setpoint_RL | 14.456013 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6153969 |
| air_humidity | -1.2908449 |
| air_temperature | -0.4740689 |
| clg_setpoint | 0.45101905 |
| co2_emission | 0.0 |
| day_of_month | 0.1748047 |
| diffuse_solar_radiation | 0.5687581 |
| direct_solar_radiation | 2.3522737 |
| hour | -0.0712213 |
| htg_setpoint | 0.022059308 |
| month | -1.0784708 |
| outdoor_humidity | -1.5164354 |
| outdoor_temperature | -0.28725016 |
| people_occupant | -0.68896794 |
| total_electricity_HVAC | -0.62281936 |
| wind_direction | -1.7482464 |
| wind_speed | -1.1921927 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 20.4891 |
| air_temperature | 21.845388 |
| clg_setpoint | 27.467411 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 124.0 |
| direct_solar_radiation | 727.5 |
| hour | 11.0 |
| htg_setpoint | 17.728205 |
| month | 2.0 |
| outdoor_humidity | 36.0 |
| outdoor_temperature | 8.222929 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 0.0 |
| wind_speed | 2.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 13%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.17485988 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.641413 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6151139 |
| air_humidity | -0.9480139 |
| air_temperature | 1.1205001 |
| clg_setpoint | -0.6451164 |
| co2_emission | 0.0 |
| day_of_month | 0.2883201 |
| diffuse_solar_radiation | 1.793452 |
| direct_solar_radiation | 0.55334884 |
| hour | 0.07323244 |
| htg_setpoint | 0.61254525 |
| month | -1.0755374 |
| outdoor_humidity | -0.27737188 |
| outdoor_temperature | -0.3590607 |
| people_occupant | 0.26530978 |
| total_electricity_HVAC | -0.6225376 |
| wind_direction | 0.04354493 |
| wind_speed | -0.57344127 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 24.756744 |
| air_temperature | 24.706629 |
| clg_setpoint | 24.709667 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 241.0 |
| direct_solar_radiation | 284.5 |
| hour | 12.0 |
| htg_setpoint | 20.125935 |
| month | 2.0 |
| outdoor_humidity | 62.0 |
| outdoor_temperature | 7.4780955 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 190.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 14%
| action_network/ | |
| Cooling_Setpoint_RL | -0.5008877 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.934504 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5078761 |
| air_humidity | -1.0297887 |
| air_temperature | 0.30819026 |
| clg_setpoint | -1.2239828 |
| co2_emission | 0.0 |
| day_of_month | 0.40177396 |
| diffuse_solar_radiation | 1.1924297 |
| direct_solar_radiation | 1.3282667 |
| hour | 0.2176857 |
| htg_setpoint | 1.3815558 |
| month | -1.0726278 |
| outdoor_humidity | -1.1365817 |
| outdoor_temperature | -0.46442208 |
| people_occupant | 1.2179215 |
| total_electricity_HVAC | -0.520175 |
| wind_direction | 0.13948697 |
| wind_speed | -0.57119733 |
| observation/ | |
| HVAC_electricity_demand_rate | 577.5752 |
| air_humidity | 23.715818 |
| air_temperature | 23.24836 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 183.5 |
| direct_solar_radiation | 475.5 |
| hour | 13.0 |
| htg_setpoint | 23.25 |
| month | 2.0 |
| outdoor_humidity | 44.0 |
| outdoor_temperature | 6.390464 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 519817.66 |
| wind_direction | 200.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 14%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6150582 |
| air_humidity | -0.94101644 |
| air_temperature | 1.5909555 |
| clg_setpoint | 0.94121945 |
| co2_emission | 0.0 |
| day_of_month | 0.51511973 |
| diffuse_solar_radiation | 0.3344243 |
| direct_solar_radiation | 1.7686822 |
| hour | 0.36213678 |
| htg_setpoint | 0.9043266 |
| month | -1.0697417 |
| outdoor_humidity | -0.56331086 |
| outdoor_temperature | -0.3530743 |
| people_occupant | 1.6932429 |
| total_electricity_HVAC | -0.62240463 |
| wind_direction | -0.6157933 |
| wind_speed | -0.15818217 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 24.814137 |
| air_temperature | 25.547735 |
| clg_setpoint | 28.700485 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 101.5 |
| direct_solar_radiation | 584.0 |
| hour | 14.0 |
| htg_setpoint | 21.315266 |
| month | 2.0 |
| outdoor_humidity | 56.0 |
| outdoor_temperature | 7.509553 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 120.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 14%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.05975312 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.961111 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.39084727 |
| air_humidity | 0.12051628 |
| air_temperature | 0.31984416 |
| clg_setpoint | -1.2228847 |
| co2_emission | 0.0 |
| day_of_month | 0.62829536 |
| diffuse_solar_radiation | -0.06301408 |
| direct_solar_radiation | -0.6021321 |
| hour | 0.50658286 |
| htg_setpoint | -1.391426 |
| month | -1.0668788 |
| outdoor_humidity | 0.6751719 |
| outdoor_temperature | -0.6867609 |
| people_occupant | 1.6918379 |
| total_electricity_HVAC | -0.45320937 |
| wind_direction | -1.4621012 |
| wind_speed | -1.1861316 |
| observation/ | |
| HVAC_electricity_demand_rate | 1112.5785 |
| air_humidity | 38.19233 |
| air_temperature | 23.267859 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 63.5 |
| direct_solar_radiation | 0.0 |
| hour | 15.0 |
| htg_setpoint | 12.0 |
| month | 2.0 |
| outdoor_humidity | 82.0 |
| outdoor_temperature | 4.1044445 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 808370.5 |
| wind_direction | 30.0 |
| wind_speed | 2.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 14%
| action_network/ | |
| Cooling_Setpoint_RL | -0.6069335 |
| Heating_Setpoint_RL | -0.53331244 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.5766 |
| Heating_Setpoint_RL | 14.625117 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.51514965 |
| air_humidity | -1.1015983 |
| air_temperature | 0.3097025 |
| clg_setpoint | -1.2229602 |
| co2_emission | 0.0 |
| day_of_month | 0.7412241 |
| diffuse_solar_radiation | -0.43982983 |
| direct_solar_radiation | 0.50521815 |
| hour | 0.65101993 |
| htg_setpoint | -1.3910145 |
| month | -1.0640386 |
| outdoor_humidity | -1.088208 |
| outdoor_temperature | -0.6867209 |
| people_occupant | 1.6904422 |
| total_electricity_HVAC | -0.51713043 |
| wind_direction | 0.6112483 |
| wind_speed | -0.15726848 |
| observation/ | |
| HVAC_electricity_demand_rate | 543.4814 |
| air_humidity | 22.80347 |
| air_temperature | 23.249193 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 27.5 |
| direct_solar_radiation | 273.0 |
| hour | 16.0 |
| htg_setpoint | 12.0 |
| month | 2.0 |
| outdoor_humidity | 45.0 |
| outdoor_temperature | 4.084575 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 531949.4 |
| wind_direction | 250.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 15%
| action_network/ | |
| Cooling_Setpoint_RL | -0.06371045 |
| Heating_Setpoint_RL | 0.36442667 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.409977 |
| Heating_Setpoint_RL | 19.6749 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5985163 |
| air_humidity | -0.84340596 |
| air_temperature | -1.1735206 |
| clg_setpoint | 1.3896348 |
| co2_emission | 0.0 |
| day_of_month | 0.85381466 |
| diffuse_solar_radiation | -0.7282028 |
| direct_solar_radiation | -0.6014376 |
| hour | 0.7954427 |
| htg_setpoint | -0.948066 |
| month | -1.0612211 |
| outdoor_humidity | 1.0123907 |
| outdoor_temperature | -0.77050865 |
| people_occupant | -0.68986785 |
| total_electricity_HVAC | -0.60582083 |
| wind_direction | -0.61640364 |
| wind_speed | -0.9805148 |
| observation/ | |
| HVAC_electricity_demand_rate | 161.9925 |
| air_humidity | 26.035803 |
| air_temperature | 20.586111 |
| clg_setpoint | 29.829548 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 13.798571 |
| month | 2.0 |
| outdoor_humidity | 89.0 |
| outdoor_temperature | 3.217599 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 149082.22 |
| wind_direction | 120.0 |
| wind_speed | 2.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 15%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5856418 |
| air_humidity | -1.4189129 |
| air_temperature | -1.2481415 |
| clg_setpoint | -0.2094589 |
| co2_emission | 0.0 |
| day_of_month | 0.96596193 |
| diffuse_solar_radiation | -0.7280164 |
| direct_solar_radiation | -0.6013761 |
| hour | 0.93984497 |
| htg_setpoint | -1.390461 |
| month | -1.0584259 |
| outdoor_humidity | -1.3745167 |
| outdoor_temperature | -0.77202547 |
| people_occupant | -0.68860495 |
| total_electricity_HVAC | -0.5931992 |
| wind_direction | 1.0824987 |
| wind_speed | 1.9857814 |
| observation/ | |
| HVAC_electricity_demand_rate | 220.55586 |
| air_humidity | 18.762253 |
| air_temperature | 20.44974 |
| clg_setpoint | 25.805578 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 12.0 |
| month | 2.0 |
| outdoor_humidity | 39.0 |
| outdoor_temperature | 3.1929872 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 203205.42 |
| wind_direction | 300.0 |
| wind_speed | 9.8 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 15%
| action_network/ | |
| Cooling_Setpoint_RL | -0.31578928 |
| Heating_Setpoint_RL | 0.6028079 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.559212 |
| Heating_Setpoint_RL | 21.015795 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.54828113 |
| air_humidity | -0.7616789 |
| air_temperature | -0.14866473 |
| clg_setpoint | -1.2234626 |
| co2_emission | 0.0 |
| day_of_month | 1.077548 |
| diffuse_solar_radiation | -0.72773546 |
| direct_solar_radiation | -0.60178214 |
| hour | 1.0842192 |
| htg_setpoint | -1.3893284 |
| month | -1.0556526 |
| outdoor_humidity | -0.8924661 |
| outdoor_temperature | -0.82629573 |
| people_occupant | -0.45064527 |
| total_electricity_HVAC | -0.5569336 |
| wind_direction | 0.6079938 |
| wind_speed | 0.5017275 |
| observation/ | |
| HVAC_electricity_demand_rate | 392.36417 |
| air_humidity | 26.975403 |
| air_temperature | 22.418686 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 12.0 |
| month | 2.0 |
| outdoor_humidity | 49.0 |
| outdoor_temperature | 2.6141448 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 360461.5 |
| wind_direction | 250.0 |
| wind_speed | 6.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 16%
| action_network/ | |
| Cooling_Setpoint_RL | -0.9186176 |
| Heating_Setpoint_RL | 0.76797795 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.524666 |
| Heating_Setpoint_RL | 21.944876 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.8601836 |
| air_humidity | -0.327141 |
| air_temperature | 0.315567 |
| clg_setpoint | -1.2229061 |
| co2_emission | 0.0 |
| day_of_month | 1.1884428 |
| diffuse_solar_radiation | -0.7276736 |
| direct_solar_radiation | -0.60077024 |
| hour | 1.2285569 |
| htg_setpoint | 1.3800128 |
| month | -1.0529009 |
| outdoor_humidity | -1.9391599 |
| outdoor_temperature | -1.1486137 |
| people_occupant | -0.45115712 |
| total_electricity_HVAC | 1.7397556 |
| wind_direction | -1.0884569 |
| wind_speed | -0.7755008 |
| observation/ | |
| HVAC_electricity_demand_rate | 11453.218 |
| air_humidity | 32.428146 |
| air_temperature | 23.250029 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 23.25 |
| month | 2.0 |
| outdoor_humidity | 27.0 |
| outdoor_temperature | -0.69316286 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 10307896.0 |
| wind_direction | 70.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 16%
| action_network/ | |
| Cooling_Setpoint_RL | 0.51984745 |
| Heating_Setpoint_RL | -0.59835744 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.379486 |
| Heating_Setpoint_RL | 14.259239 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.44196287 |
| air_humidity | 0.8288493 |
| air_temperature | -0.8950419 |
| clg_setpoint | 1.4572704 |
| co2_emission | 0.0 |
| day_of_month | 1.2985053 |
| diffuse_solar_radiation | -0.7273989 |
| direct_solar_radiation | -0.5997634 |
| hour | 1.3728483 |
| htg_setpoint | -0.60309815 |
| month | -1.0501708 |
| outdoor_humidity | 1.5362079 |
| outdoor_temperature | -1.2362536 |
| people_occupant | -0.68989307 |
| total_electricity_HVAC | -0.45645103 |
| wind_direction | -1.7447164 |
| wind_speed | -0.7745695 |
| observation/ | |
| HVAC_electricity_demand_rate | 887.53455 |
| air_humidity | 46.972954 |
| air_temperature | 21.080149 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 15.199556 |
| month | 2.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | -1.6188502 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 801679.75 |
| wind_direction | 0.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 16%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.8023331 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 22.138123 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.27831087 |
| air_humidity | 1.1994361 |
| air_temperature | -0.86418897 |
| clg_setpoint | 0.61770767 |
| co2_emission | 0.0 |
| day_of_month | 1.4075851 |
| diffuse_solar_radiation | -0.72707045 |
| direct_solar_radiation | -0.5987616 |
| hour | 1.5170826 |
| htg_setpoint | 0.8229521 |
| month | -1.0474617 |
| outdoor_humidity | 1.1985945 |
| outdoor_temperature | -0.5380366 |
| people_occupant | -0.69031835 |
| total_electricity_HVAC | -0.3476652 |
| wind_direction | -1.5521386 |
| wind_speed | -0.3597183 |
| observation/ | |
| HVAC_electricity_demand_rate | 1641.24 |
| air_humidity | 51.64682 |
| air_temperature | 21.135778 |
| clg_setpoint | 27.883698 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 20.99593 |
| month | 2.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 5.4520545 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1274308.9 |
| wind_direction | 20.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 17%
| action_network/ | |
| Cooling_Setpoint_RL | 0.13041882 |
| Heating_Setpoint_RL | -0.2508533 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.065163 |
| Heating_Setpoint_RL | 16.213951 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.892055 |
| air_humidity | -0.7597984 |
| air_temperature | 0.3166509 |
| clg_setpoint | -0.06506475 |
| co2_emission | 0.0 |
| day_of_month | -1.6647282 |
| diffuse_solar_radiation | -0.72711146 |
| direct_solar_radiation | -0.59902513 |
| hour | 1.6612482 |
| htg_setpoint | 1.3771716 |
| month | -0.77195805 |
| outdoor_humidity | 1.1996932 |
| outdoor_temperature | -0.62043893 |
| people_occupant | -0.69074166 |
| total_electricity_HVAC | 1.9634453 |
| wind_direction | -0.7981452 |
| wind_speed | -1.1838758 |
| observation/ | |
| HVAC_electricity_demand_rate | 11623.873 |
| air_humidity | 27.011024 |
| air_temperature | 23.249954 |
| clg_setpoint | 26.163948 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 23.25 |
| month | 3.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 4.6171107 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 11299515.0 |
| wind_direction | 100.0 |
| wind_speed | 2.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 17%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.44985026 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 20.155407 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.8809185 |
| air_humidity | -0.3104833 |
| air_temperature | -0.55046314 |
| clg_setpoint | 1.4547912 |
| co2_emission | 0.0 |
| day_of_month | -1.4308897 |
| diffuse_solar_radiation | -0.7270058 |
| direct_solar_radiation | -0.59864736 |
| hour | -1.6610242 |
| htg_setpoint | 1.3771642 |
| month | -0.77045274 |
| outdoor_humidity | -0.6557081 |
| outdoor_temperature | -0.14483629 |
| people_occupant | -0.68949467 |
| total_electricity_HVAC | 2.8399358 |
| wind_direction | 0.8987955 |
| wind_speed | 1.3338134 |
| observation/ | |
| HVAC_electricity_demand_rate | 16167.493 |
| air_humidity | 32.655067 |
| air_temperature | 21.697104 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 23.25 |
| month | 3.0 |
| outdoor_humidity | 54.0 |
| outdoor_temperature | 9.435005 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 15098354.0 |
| wind_direction | 280.0 |
| wind_speed | 8.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 17%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.06664768 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 17.250107 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.8628174 |
| air_humidity | -1.0291529 |
| air_temperature | 0.18269184 |
| clg_setpoint | 1.4517787 |
| co2_emission | 0.0 |
| day_of_month | -1.3121694 |
| diffuse_solar_radiation | -0.72705024 |
| direct_solar_radiation | -0.59901804 |
| hour | -1.5163333 |
| htg_setpoint | 1.3778387 |
| month | -0.7689562 |
| outdoor_humidity | 0.15421198 |
| outdoor_temperature | -0.2721702 |
| people_occupant | -0.6882545 |
| total_electricity_HVAC | 1.7108033 |
| wind_direction | -0.14109059 |
| wind_speed | -0.97696656 |
| observation/ | |
| HVAC_electricity_demand_rate | 11481.575 |
| air_humidity | 23.617998 |
| air_temperature | 23.006058 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 3.0 |
| outdoor_humidity | 71.0 |
| outdoor_temperature | 8.14938 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 10197783.0 |
| wind_direction | 170.0 |
| wind_speed | 2.6 |
| train/ | |
| approx_kl | 0.0049278988 |
| clip_fraction | 0.0308 |
| clip_range | 0.2 |
| entropy_loss | -2.76 |
| explained_variance | 0.798 |
| learning_rate | 0.0003 |
| loss | 1.95 |
| n_updates | 200 |
| policy_gradient_loss | -0.00509 |
| std | 0.961 |
| value_loss | 6.21 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 17%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.1611397 |
| air_humidity | 0.7022523 |
| air_temperature | 0.3192549 |
| clg_setpoint | -0.9245861 |
| co2_emission | 0.0 |
| day_of_month | -1.1945324 |
| diffuse_solar_radiation | -0.72686005 |
| direct_solar_radiation | -0.5980688 |
| hour | -1.3717037 |
| htg_setpoint | 1.3765248 |
| month | -0.76746833 |
| outdoor_humidity | 1.5277467 |
| outdoor_temperature | -0.3598518 |
| people_occupant | -0.68867934 |
| total_electricity_HVAC | 1.0724212 |
| wind_direction | -1.7420089 |
| wind_speed | -2.0434825 |
| observation/ | |
| HVAC_electricity_demand_rate | 8254.073 |
| air_humidity | 45.35047 |
| air_temperature | 23.250313 |
| clg_setpoint | 24.00619 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 23.25 |
| month | 3.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 7.2575927 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 7428666.0 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 18%
| action_network/ | |
| Cooling_Setpoint_RL | 0.94625187 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.8186 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.61553025 |
| air_humidity | 1.0579723 |
| air_temperature | -0.8769837 |
| clg_setpoint | -0.8688543 |
| co2_emission | 0.0 |
| day_of_month | -1.0777869 |
| diffuse_solar_radiation | -0.7267303 |
| direct_solar_radiation | -0.5971367 |
| hour | -1.2271237 |
| htg_setpoint | -1.3936108 |
| month | -0.76598907 |
| outdoor_humidity | 1.5215878 |
| outdoor_temperature | -0.18970567 |
| people_occupant | -0.6891022 |
| total_electricity_HVAC | -0.62259233 |
| wind_direction | -1.740108 |
| wind_speed | -2.040686 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 49.829823 |
| air_temperature | 21.116133 |
| clg_setpoint | 24.147041 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 12.0 |
| month | 3.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 8.96805 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 18%
| action_network/ | |
| Cooling_Setpoint_RL | 0.9307163 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.766167 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.61526346 |
| air_humidity | -0.057109274 |
| air_temperature | -0.9739458 |
| clg_setpoint | 1.4509829 |
| co2_emission | 0.0 |
| day_of_month | -0.96176314 |
| diffuse_solar_radiation | -0.7264935 |
| direct_solar_radiation | -0.59634984 |
| hour | -1.082583 |
| htg_setpoint | -1.3935184 |
| month | -0.7645183 |
| outdoor_humidity | -0.7078798 |
| outdoor_temperature | -0.5737544 |
| people_occupant | -0.6895231 |
| total_electricity_HVAC | -0.62232757 |
| wind_direction | 1.0866796 |
| wind_speed | 1.5754787 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 35.87638 |
| air_temperature | 20.943405 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 12.0 |
| month | 3.0 |
| outdoor_humidity | 53.0 |
| outdoor_temperature | 5.09766 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 300.0 |
| wind_speed | 8.8 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 18%
| action_network/ | |
| Cooling_Setpoint_RL | -0.14249468 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.144081 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.5489833 |
| air_humidity | -0.65941566 |
| air_temperature | -0.14685568 |
| clg_setpoint | -0.15018693 |
| co2_emission | 0.0 |
| day_of_month | -0.8463125 |
| diffuse_solar_radiation | -0.726496 |
| direct_solar_radiation | -0.596778 |
| hour | -0.93807214 |
| htg_setpoint | 1.3746004 |
| month | -0.763056 |
| outdoor_humidity | 1.5199219 |
| outdoor_temperature | -0.9917395 |
| people_occupant | -0.689942 |
| total_electricity_HVAC | 2.5209446 |
| wind_direction | -1.1767418 |
| wind_speed | -0.35612306 |
| observation/ | |
| HVAC_electricity_demand_rate | 14639.495 |
| air_humidity | 28.313732 |
| air_temperature | 22.41944 |
| clg_setpoint | 25.961313 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 23.25 |
| month | 3.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 0.8777973 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 13715532.0 |
| wind_direction | 60.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 19%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.39854687 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.866827 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.264291 |
| air_humidity | 0.28981158 |
| air_temperature | -0.74156624 |
| clg_setpoint | 1.4504337 |
| co2_emission | 0.0 |
| day_of_month | -0.73130566 |
| diffuse_solar_radiation | 0.034434833 |
| direct_solar_radiation | 0.11589249 |
| hour | -0.79358333 |
| htg_setpoint | 0.8568714 |
| month | -0.76160204 |
| outdoor_humidity | 1.325403 |
| outdoor_temperature | -0.8282457 |
| people_occupant | -0.690359 |
| total_electricity_HVAC | -0.3414346 |
| wind_direction | 0.52320063 |
| wind_speed | -1.1778113 |
| observation/ | |
| HVAC_electricity_demand_rate | 1703.1495 |
| air_humidity | 40.20342 |
| air_temperature | 21.359911 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 72.0 |
| direct_solar_radiation | 175.0 |
| hour | 6.0 |
| htg_setpoint | 21.153057 |
| month | 3.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 2.5014124 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1298717.9 |
| wind_direction | 240.0 |
| wind_speed | 2.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 19%
| action_network/ | |
| Cooling_Setpoint_RL | -0.07811546 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.36136 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5789178 |
| air_humidity | -0.543495 |
| air_temperature | -0.7728993 |
| clg_setpoint | 1.0962138 |
| co2_emission | 0.0 |
| day_of_month | -0.6166314 |
| diffuse_solar_radiation | 0.7689234 |
| direct_solar_radiation | -0.11540202 |
| hour | -0.6491099 |
| htg_setpoint | 0.16002886 |
| month | -0.7601564 |
| outdoor_humidity | 0.99100304 |
| outdoor_temperature | -0.9330307 |
| people_occupant | -0.6891341 |
| total_electricity_HVAC | -0.5873377 |
| wind_direction | -1.1734586 |
| wind_speed | -0.14852248 |
| observation/ | |
| HVAC_electricity_demand_rate | 256.2343 |
| air_humidity | 29.771893 |
| air_temperature | 21.302025 |
| clg_setpoint | 29.111319 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 141.5 |
| direct_solar_radiation | 118.0 |
| hour | 7.0 |
| htg_setpoint | 18.323637 |
| month | 3.0 |
| outdoor_humidity | 89.0 |
| outdoor_temperature | 1.4330629 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 231856.39 |
| wind_direction | 60.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 19%
| action_network/ | |
| Cooling_Setpoint_RL | -0.58596843 |
| Heating_Setpoint_RL | 0.36734042 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.647356 |
| Heating_Setpoint_RL | 19.69129 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.61561775 |
| air_humidity | -1.0406826 |
| air_temperature | 0.29748246 |
| clg_setpoint | -1.2273539 |
| co2_emission | 0.0 |
| day_of_month | -0.50219613 |
| diffuse_solar_radiation | 0.6731315 |
| direct_solar_radiation | 2.2024562 |
| hour | -0.5046464 |
| htg_setpoint | -0.7387824 |
| month | -0.7587189 |
| outdoor_humidity | -1.2337643 |
| outdoor_temperature | -0.44089362 |
| people_occupant | 1.6966593 |
| total_electricity_HVAC | -0.6226498 |
| wind_direction | -1.7347964 |
| wind_speed | 1.780446 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 23.526642 |
| air_temperature | 23.206093 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 132.5 |
| direct_solar_radiation | 687.5 |
| hour | 8.0 |
| htg_setpoint | 14.671776 |
| month | 3.0 |
| outdoor_humidity | 42.0 |
| outdoor_temperature | 6.375042 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 0.0 |
| wind_speed | 9.3 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 19%
| action_network/ | |
| Cooling_Setpoint_RL | -0.74190754 |
| Heating_Setpoint_RL | 0.3474666 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.121061 |
| Heating_Setpoint_RL | 19.5795 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.61522233 |
| air_humidity | -0.55239064 |
| air_temperature | 1.1172593 |
| clg_setpoint | -0.4063431 |
| co2_emission | 0.0 |
| day_of_month | -0.38792297 |
| diffuse_solar_radiation | 2.349228 |
| direct_solar_radiation | 0.8406343 |
| hour | -0.36018863 |
| htg_setpoint | -0.10976035 |
| month | -0.7572896 |
| outdoor_humidity | -1.4693795 |
| outdoor_temperature | -0.23674425 |
| people_occupant | 1.6953012 |
| total_electricity_HVAC | -0.62222755 |
| wind_direction | 0.71327275 |
| wind_speed | 4.3259363 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 29.616587 |
| air_temperature | 24.665405 |
| clg_setpoint | 25.32233 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 291.0 |
| direct_solar_radiation | 353.5 |
| hour | 9.0 |
| htg_setpoint | 17.226297 |
| month | 3.0 |
| outdoor_humidity | 37.0 |
| outdoor_temperature | 8.425079 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 260.0 |
| wind_speed | 15.5 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 20%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.3130653 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.864008 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.41678917 |
| air_humidity | -0.9029966 |
| air_temperature | 0.32244635 |
| clg_setpoint | -1.2268841 |
| co2_emission | 0.0 |
| day_of_month | -0.2737512 |
| diffuse_solar_radiation | 0.8215855 |
| direct_solar_radiation | 2.736349 |
| hour | -0.21573345 |
| htg_setpoint | 0.8160871 |
| month | -0.75586826 |
| outdoor_humidity | -1.6068356 |
| outdoor_temperature | -0.6778374 |
| people_occupant | 1.6939517 |
| total_electricity_HVAC | -0.43291545 |
| wind_direction | 1.1818714 |
| wind_speed | 1.9731854 |
| observation/ | |
| HVAC_electricity_demand_rate | 1000.19446 |
| air_humidity | 25.202436 |
| air_temperature | 23.249155 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 146.5 |
| direct_solar_radiation | 820.0 |
| hour | 10.0 |
| htg_setpoint | 20.98652 |
| month | 3.0 |
| outdoor_humidity | 34.0 |
| outdoor_temperature | 3.9798717 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 900175.0 |
| wind_direction | 310.0 |
| wind_speed | 9.8 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 20%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.45510292 |
| air_humidity | -1.0361673 |
| air_temperature | 1.360287 |
| clg_setpoint | -0.49505416 |
| co2_emission | 0.0 |
| day_of_month | -0.15963605 |
| diffuse_solar_radiation | 2.555214 |
| direct_solar_radiation | 1.2786093 |
| hour | -0.07127902 |
| htg_setpoint | 0.10154349 |
| month | -0.754455 |
| outdoor_humidity | -0.70282435 |
| outdoor_temperature | -1.0363842 |
| people_occupant | 1.2162625 |
| total_electricity_HVAC | -0.4664991 |
| wind_direction | -0.32732117 |
| wind_speed | -0.15713578 |
| observation/ | |
| HVAC_electricity_demand_rate | 822.9111 |
| air_humidity | 23.490417 |
| air_temperature | 25.096409 |
| clg_setpoint | 25.09791 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 310.5 |
| direct_solar_radiation | 462.0 |
| hour | 11.0 |
| htg_setpoint | 18.079718 |
| month | 3.0 |
| outdoor_humidity | 53.0 |
| outdoor_temperature | 0.3595708 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 753421.75 |
| wind_direction | 150.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 20%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.04589218 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.366856 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6145134 |
| air_humidity | -1.133218 |
| air_temperature | 1.3061507 |
| clg_setpoint | -0.18364786 |
| co2_emission | 0.0 |
| day_of_month | -0.04554841 |
| diffuse_solar_radiation | 0.7578173 |
| direct_solar_radiation | 2.8096986 |
| hour | 0.07317538 |
| htg_setpoint | -1.3934124 |
| month | -0.7530495 |
| outdoor_humidity | -1.5542903 |
| outdoor_temperature | 0.25357565 |
| people_occupant | 0.26255327 |
| total_electricity_HVAC | -0.62150913 |
| wind_direction | 0.8027121 |
| wind_speed | 0.90448684 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 22.282051 |
| air_temperature | 24.99919 |
| clg_setpoint | 25.884563 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 140.5 |
| direct_solar_radiation | 840.0 |
| hour | 12.0 |
| htg_setpoint | 12.0 |
| month | 3.0 |
| outdoor_humidity | 35.0 |
| outdoor_temperature | 13.29924 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 270.0 |
| wind_speed | 7.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 20%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.8733921 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.71217 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.46141106 |
| air_humidity | -1.3800596 |
| air_temperature | -1.6535959 |
| clg_setpoint | 1.443611 |
| co2_emission | 0.0 |
| day_of_month | 0.06852541 |
| diffuse_solar_radiation | 0.3674154 |
| direct_solar_radiation | -0.596455 |
| hour | 0.21762931 |
| htg_setpoint | -1.3927673 |
| month | -0.75165194 |
| outdoor_humidity | 1.5175287 |
| outdoor_temperature | -1.1484238 |
| people_occupant | -0.6899891 |
| total_electricity_HVAC | -0.4787789 |
| wind_direction | -1.2680985 |
| wind_speed | 1.763099 |
| observation/ | |
| HVAC_electricity_demand_rate | 792.6248 |
| air_humidity | 19.129728 |
| air_temperature | 19.726824 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 103.5 |
| direct_solar_radiation | 0.0 |
| hour | 13.0 |
| htg_setpoint | 12.0 |
| month | 3.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | -0.77214164 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 698752.8 |
| wind_direction | 50.0 |
| wind_speed | 9.3 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 21%
| action_network/ | |
| Cooling_Setpoint_RL | 0.050778955 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.79638 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.34410623 |
| air_humidity | -1.516118 |
| air_temperature | -0.955099 |
| clg_setpoint | -1.2278547 |
| co2_emission | 0.0 |
| day_of_month | 0.18258382 |
| diffuse_solar_radiation | 1.0547925 |
| direct_solar_radiation | 2.012432 |
| hour | 0.3620812 |
| htg_setpoint | -1.0524895 |
| month | -0.7502621 |
| outdoor_humidity | 0.7134303 |
| outdoor_temperature | -1.4535654 |
| people_occupant | -0.68878555 |
| total_electricity_HVAC | -0.35279292 |
| wind_direction | -1.5449859 |
| wind_speed | -0.5707438 |
| observation/ | |
| HVAC_electricity_demand_rate | 1340.0808 |
| air_humidity | 17.360285 |
| air_temperature | 20.966705 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 168.5 |
| direct_solar_radiation | 643.0 |
| hour | 14.0 |
| htg_setpoint | 13.386639 |
| month | 3.0 |
| outdoor_humidity | 83.0 |
| outdoor_temperature | -3.8718314 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1252746.0 |
| wind_direction | 20.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 21%
| action_network/ | |
| Cooling_Setpoint_RL | -0.5349513 |
| Heating_Setpoint_RL | 0.8307429 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.81954 |
| Heating_Setpoint_RL | 22.297928 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.19220659 |
| air_humidity | -0.40808672 |
| air_temperature | 0.32736152 |
| clg_setpoint | -1.2275394 |
| co2_emission | 0.0 |
| day_of_month | 0.29661012 |
| diffuse_solar_radiation | 0.6729707 |
| direct_solar_radiation | 1.6427798 |
| hour | 0.5065284 |
| htg_setpoint | -0.40558165 |
| month | -0.7488799 |
| outdoor_humidity | 0.0035410135 |
| outdoor_temperature | -0.696337 |
| people_occupant | 1.6951509 |
| total_electricity_HVAC | -0.21851796 |
| wind_direction | -0.13165346 |
| wind_speed | -0.15965445 |
| observation/ | |
| HVAC_electricity_demand_rate | 2046.6178 |
| air_humidity | 31.201414 |
| air_temperature | 23.248848 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 132.5 |
| direct_solar_radiation | 552.0 |
| hour | 15.0 |
| htg_setpoint | 16.019232 |
| month | 3.0 |
| outdoor_humidity | 68.0 |
| outdoor_temperature | 3.694998 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1841956.1 |
| wind_direction | 170.0 |
| wind_speed | 4.6 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 21%
| action_network/ | |
| Cooling_Setpoint_RL | -0.55140674 |
| Heating_Setpoint_RL | -0.3075854 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.764002 |
| Heating_Setpoint_RL | 15.894833 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.36622462 |
| air_humidity | -0.2045971 |
| air_temperature | 0.59269065 |
| clg_setpoint | -1.040017 |
| co2_emission | 0.0 |
| day_of_month | 0.4105726 |
| diffuse_solar_radiation | -0.07793193 |
| direct_solar_radiation | 0.86462325 |
| hour | 0.650967 |
| htg_setpoint | -0.12695038 |
| month | -0.74750537 |
| outdoor_humidity | -0.47051662 |
| outdoor_temperature | -0.738351 |
| people_occupant | 1.6938211 |
| total_electricity_HVAC | -0.4045281 |
| wind_direction | 1.5608504 |
| wind_speed | 0.08494734 |
| observation/ | |
| HVAC_electricity_demand_rate | 1242.5607 |
| air_humidity | 33.751755 |
| air_temperature | 23.720577 |
| clg_setpoint | 23.722918 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 61.5 |
| direct_solar_radiation | 360.0 |
| hour | 16.0 |
| htg_setpoint | 17.154634 |
| month | 3.0 |
| outdoor_humidity | 58.0 |
| outdoor_temperature | 3.254515 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1031080.2 |
| wind_direction | 350.0 |
| wind_speed | 5.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 22%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.56269115 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 20.790138 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.61583036 |
| air_humidity | -0.33653903 |
| air_temperature | 1.3296354 |
| clg_setpoint | 0.0095627615 |
| co2_emission | 0.0 |
| day_of_month | 0.5244248 |
| diffuse_solar_radiation | -0.5536466 |
| direct_solar_radiation | -0.22580282 |
| hour | 0.7953922 |
| htg_setpoint | -0.024611803 |
| month | -0.74613833 |
| outdoor_humidity | 0.37930533 |
| outdoor_temperature | -0.60648835 |
| people_occupant | 1.6924995 |
| total_electricity_HVAC | -0.62273556 |
| wind_direction | -0.03457087 |
| wind_speed | 2.7806098 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 32.0951 |
| air_temperature | 25.03183 |
| clg_setpoint | 26.376253 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 16.5 |
| direct_solar_radiation | 91.5 |
| hour | 17.0 |
| htg_setpoint | 17.573015 |
| month | 3.0 |
| outdoor_humidity | 76.0 |
| outdoor_temperature | 4.5613375 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 180.0 |
| wind_speed | 11.8 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 22%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.61568403 |
| air_humidity | -1.1070936 |
| air_temperature | 0.32816926 |
| clg_setpoint | -1.2258515 |
| co2_emission | 0.0 |
| day_of_month | 0.63810575 |
| diffuse_solar_radiation | -0.7280618 |
| direct_solar_radiation | -0.5968474 |
| hour | 0.939798 |
| htg_setpoint | -1.3952769 |
| month | -0.7447788 |
| outdoor_humidity | -1.3681796 |
| outdoor_temperature | -0.6105013 |
| people_occupant | 0.50057477 |
| total_electricity_HVAC | -0.6225604 |
| wind_direction | 0.99709326 |
| wind_speed | 3.828005 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 22.451147 |
| air_temperature | 23.249825 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 12.0 |
| month | 3.0 |
| outdoor_humidity | 39.0 |
| outdoor_temperature | 4.5172133 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 290.0 |
| wind_speed | 14.4 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 22%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.22274233 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 16.372074 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.45597446 |
| air_humidity | -1.0010421 |
| air_temperature | -0.13444346 |
| clg_setpoint | -0.6540951 |
| co2_emission | 0.0 |
| day_of_month | 0.7515403 |
| diffuse_solar_radiation | -0.7281725 |
| direct_solar_radiation | -0.5973083 |
| hour | 1.0841774 |
| htg_setpoint | -1.3941228 |
| month | -0.7434267 |
| outdoor_humidity | -2.1616309 |
| outdoor_temperature | -1.1162373 |
| people_occupant | -0.45264965 |
| total_electricity_HVAC | -0.46827757 |
| wind_direction | 1.0876187 |
| wind_speed | 1.2956828 |
| observation/ | |
| HVAC_electricity_demand_rate | 827.5886 |
| air_humidity | 23.73359 |
| air_temperature | 22.42507 |
| clg_setpoint | 24.6958 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 12.0 |
| month | 3.0 |
| outdoor_humidity | 22.0 |
| outdoor_temperature | -0.58223057 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 752913.2 |
| wind_direction | 300.0 |
| wind_speed | 8.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 22%
| action_network/ | |
| Cooling_Setpoint_RL | 0.5683845 |
| Heating_Setpoint_RL | 0.43696547 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.543297 |
| Heating_Setpoint_RL | 20.082932 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.61596066 |
| air_humidity | -1.5236076 |
| air_temperature | -1.1286701 |
| clg_setpoint | 0.56539375 |
| co2_emission | 0.0 |
| day_of_month | 0.86463964 |
| diffuse_solar_radiation | -0.7282965 |
| direct_solar_radiation | -0.5977539 |
| hour | 1.2285221 |
| htg_setpoint | -1.3935603 |
| month | -0.7420819 |
| outdoor_humidity | -0.6971894 |
| outdoor_temperature | -0.6279059 |
| people_occupant | -0.68963134 |
| total_electricity_HVAC | -0.62281764 |
| wind_direction | 0.33644998 |
| wind_speed | 0.6859846 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 17.133406 |
| air_temperature | 20.654474 |
| clg_setpoint | 27.7827 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 12.0 |
| month | 3.0 |
| outdoor_humidity | 53.0 |
| outdoor_temperature | 4.289253 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 220.0 |
| wind_speed | 6.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 23%
| action_network/ | |
| Cooling_Setpoint_RL | -0.41500533 |
| Heating_Setpoint_RL | -0.14310819 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.224358 |
| Heating_Setpoint_RL | 16.820017 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6077537 |
| air_humidity | -0.605166 |
| air_temperature | -1.0998425 |
| clg_setpoint | 1.4403695 |
| co2_emission | 0.0 |
| day_of_month | 0.97730184 |
| diffuse_solar_radiation | -0.72845566 |
| direct_solar_radiation | -0.5982102 |
| hour | 1.3728231 |
| htg_setpoint | 0.2674611 |
| month | -0.74074435 |
| outdoor_humidity | 1.3727111 |
| outdoor_temperature | -0.49091288 |
| people_occupant | -0.68844837 |
| total_electricity_HVAC | -0.6149551 |
| wind_direction | -1.7300234 |
| wind_speed | -2.0326562 |
| observation/ | |
| HVAC_electricity_demand_rate | 122.95377 |
| air_humidity | 28.594927 |
| air_temperature | 20.70279 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 18.752184 |
| month | 3.0 |
| outdoor_humidity | 97.0 |
| outdoor_temperature | 5.657064 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 110658.4 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 23%
| action_network/ | |
| Cooling_Setpoint_RL | -0.5789284 |
| Heating_Setpoint_RL | 0.2988593 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.671116 |
| Heating_Setpoint_RL | 19.306084 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6153135 |
| air_humidity | 1.2658914 |
| air_temperature | -1.111558 |
| clg_setpoint | 1.1368724 |
| co2_emission | 0.0 |
| day_of_month | 1.0894127 |
| diffuse_solar_radiation | -0.7285818 |
| direct_solar_radiation | -0.5974985 |
| hour | 1.5170703 |
| htg_setpoint | 0.24690953 |
| month | -0.739414 |
| outdoor_humidity | 1.3689603 |
| outdoor_temperature | -0.3402401 |
| people_occupant | -0.6888531 |
| total_electricity_HVAC | -0.6221445 |
| wind_direction | -0.13363363 |
| wind_speed | -0.77605885 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 52.044285 |
| air_temperature | 20.682262 |
| clg_setpoint | 29.230694 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 18.671053 |
| month | 3.0 |
| outdoor_humidity | 97.0 |
| outdoor_temperature | 7.1610193 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 170.0 |
| wind_speed | 3.1 |
| train/ | |
| approx_kl | 0.005199103 |
| clip_fraction | 0.0424 |
| clip_range | 0.2 |
| entropy_loss | -2.75 |
| explained_variance | 0.729 |
| learning_rate | 0.0003 |
| loss | 1.63 |
| n_updates | 210 |
| policy_gradient_loss | -0.00728 |
| std | 0.957 |
| value_loss | 5.26 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 23%
| action_network/ | |
| Cooling_Setpoint_RL | 0.8074951 |
| Heating_Setpoint_RL | 0.014493972 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.350296 |
| Heating_Setpoint_RL | 17.706528 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.61520624 |
| air_humidity | 0.7377438 |
| air_temperature | -1.1751249 |
| clg_setpoint | 1.4414297 |
| co2_emission | 0.0 |
| day_of_month | 1.2008463 |
| diffuse_solar_radiation | -0.7286531 |
| direct_solar_radiation | -0.5977584 |
| hour | 1.6612525 |
| htg_setpoint | -1.3937383 |
| month | -0.7380908 |
| outdoor_humidity | 1.1781316 |
| outdoor_temperature | -0.21493964 |
| people_occupant | -0.689256 |
| total_electricity_HVAC | -0.62202615 |
| wind_direction | -0.1328171 |
| wind_speed | -0.36818063 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 45.435364 |
| air_temperature | 20.570868 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 12.0 |
| month | 3.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 8.4113245 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 170.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 24%
| action_network/ | |
| Cooling_Setpoint_RL | -0.657395 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.406292 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6152725 |
| air_humidity | 1.1139417 |
| air_temperature | -0.8478901 |
| clg_setpoint | 1.441321 |
| co2_emission | 0.0 |
| day_of_month | 1.426098 |
| diffuse_solar_radiation | -0.72868854 |
| direct_solar_radiation | -0.5976018 |
| hour | -1.6610409 |
| htg_setpoint | 0.13439758 |
| month | -0.73677474 |
| outdoor_humidity | 0.28357244 |
| outdoor_temperature | 0.27820358 |
| people_occupant | -0.68965715 |
| total_electricity_HVAC | -0.6221187 |
| wind_direction | -1.729248 |
| wind_speed | 0.07844573 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 50.17897 |
| air_temperature | 21.152975 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 18.215397 |
| month | 3.0 |
| outdoor_humidity | 74.0 |
| outdoor_temperature | 13.35331 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 0.0 |
| wind_speed | 5.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 24%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.38349283 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 19.782146 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.17033438 |
| air_humidity | -0.15092811 |
| air_temperature | -1.2911404 |
| clg_setpoint | -0.6885229 |
| co2_emission | 0.0 |
| day_of_month | 1.5355846 |
| diffuse_solar_radiation | -0.7287871 |
| direct_solar_radiation | -0.59742785 |
| hour | -1.5163625 |
| htg_setpoint | 0.4021869 |
| month | -0.73546565 |
| outdoor_humidity | -0.5154252 |
| outdoor_temperature | -0.6377226 |
| people_occupant | -0.6900565 |
| total_electricity_HVAC | -0.36291096 |
| wind_direction | -1.4427885 |
| wind_speed | -0.16725881 |
| observation/ | |
| HVAC_electricity_demand_rate | 2149.779 |
| air_humidity | 34.343243 |
| air_temperature | 20.367874 |
| clg_setpoint | 24.607378 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 19.306145 |
| month | 3.0 |
| outdoor_humidity | 57.0 |
| outdoor_temperature | 4.203207 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1211447.6 |
| wind_direction | 30.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 24%
| action_network/ | |
| Cooling_Setpoint_RL | 0.23394978 |
| Heating_Setpoint_RL | 0.84276533 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.414581 |
| Heating_Setpoint_RL | 22.365555 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.55359983 |
| air_humidity | -0.1397754 |
| air_temperature | -1.028414 |
| clg_setpoint | 1.0364928 |
| co2_emission | 0.0 |
| day_of_month | 1.6439086 |
| diffuse_solar_radiation | -0.7289391 |
| direct_solar_radiation | -0.5978973 |
| hour | -1.3717421 |
| htg_setpoint | -1.3946747 |
| month | -0.7341635 |
| outdoor_humidity | 0.6135163 |
| outdoor_temperature | -0.97579783 |
| people_occupant | -0.69045407 |
| total_electricity_HVAC | -0.5621948 |
| wind_direction | -0.9713241 |
| wind_speed | -0.37088722 |
| observation/ | |
| HVAC_electricity_demand_rate | 372.26648 |
| air_humidity | 34.472614 |
| air_temperature | 20.835236 |
| clg_setpoint | 28.97409 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 12.0 |
| month | 3.0 |
| outdoor_humidity | 81.0 |
| outdoor_temperature | 0.81573147 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 339612.75 |
| wind_direction | 80.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 25%
| action_network/ | |
| Cooling_Setpoint_RL | 0.23390989 |
| Heating_Setpoint_RL | -0.18156397 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.414446 |
| Heating_Setpoint_RL | 16.603703 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6152479 |
| air_humidity | -0.38575983 |
| air_temperature | -0.9321413 |
| clg_setpoint | 1.441057 |
| co2_emission | 0.0 |
| day_of_month | 1.7509077 |
| diffuse_solar_radiation | -0.72898334 |
| direct_solar_radiation | -0.5971434 |
| hour | -1.2271684 |
| htg_setpoint | -1.3953931 |
| month | -0.73286825 |
| outdoor_humidity | 1.5064137 |
| outdoor_temperature | -0.61222535 |
| people_occupant | -0.6892851 |
| total_electricity_HVAC | -0.6220502 |
| wind_direction | -1.531974 |
| wind_speed | 0.27940527 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 31.387558 |
| air_temperature | 21.005074 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 12.0 |
| month | 3.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 4.434288 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 20.0 |
| wind_speed | 5.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 25%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.19403023 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 18.71642 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.8377497 |
| air_humidity | -0.38129774 |
| air_temperature | 0.26558033 |
| clg_setpoint | -1.0202515 |
| co2_emission | 0.0 |
| day_of_month | -1.6709503 |
| diffuse_solar_radiation | -0.7290276 |
| direct_solar_radiation | -0.5962315 |
| hour | -1.0826318 |
| htg_setpoint | 1.3700619 |
| month | -0.45354357 |
| outdoor_humidity | 0.32602957 |
| outdoor_temperature | -0.99499375 |
| people_occupant | -0.68812203 |
| total_electricity_HVAC | 2.684068 |
| wind_direction | -1.3391851 |
| wind_speed | -0.77800393 |
| observation/ | |
| HVAC_electricity_demand_rate | 16129.209 |
| air_humidity | 31.441029 |
| air_temperature | 23.125116 |
| clg_setpoint | 23.771482 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 23.25 |
| month | 4.0 |
| outdoor_humidity | 75.0 |
| outdoor_temperature | 0.61230195 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 14567763.0 |
| wind_direction | 40.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 25%
| action_network/ | |
| Cooling_Setpoint_RL | 0.1752401 |
| Heating_Setpoint_RL | 0.3498567 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.216434 |
| Heating_Setpoint_RL | 19.592945 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.153892 |
| air_humidity | 0.29183245 |
| air_temperature | -0.6460584 |
| clg_setpoint | -0.96793115 |
| co2_emission | 0.0 |
| day_of_month | -1.550349 |
| diffuse_solar_radiation | -0.4438048 |
| direct_solar_radiation | 0.07151578 |
| hour | -0.93812346 |
| htg_setpoint | 0.94174063 |
| month | -0.45291921 |
| outdoor_humidity | 0.32494268 |
| outdoor_temperature | -0.8191817 |
| people_occupant | -0.688521 |
| total_electricity_HVAC | 1.2317989 |
| wind_direction | 0.9107656 |
| wind_speed | 0.8917381 |
| observation/ | |
| HVAC_electricity_demand_rate | 8308.001 |
| air_humidity | 39.837425 |
| air_temperature | 21.51132 |
| clg_setpoint | 23.903837 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 27.0 |
| direct_solar_radiation | 165.0 |
| hour | 5.0 |
| htg_setpoint | 21.511284 |
| month | 4.0 |
| outdoor_humidity | 75.0 |
| outdoor_temperature | 2.3559697 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 8204461.5 |
| wind_direction | 280.0 |
| wind_speed | 7.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 25%
| action_network/ | |
| Cooling_Setpoint_RL | -0.098652855 |
| Heating_Setpoint_RL | -0.6582397 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.292046 |
| Heating_Setpoint_RL | 13.922401 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.47350413 |
| air_humidity | -1.0003811 |
| air_temperature | -0.42987853 |
| clg_setpoint | 0.7845582 |
| co2_emission | 0.0 |
| day_of_month | -1.4311402 |
| diffuse_solar_radiation | -0.17457171 |
| direct_solar_radiation | 1.5939147 |
| hour | -0.79363596 |
| htg_setpoint | -0.39862302 |
| month | -0.45229742 |
| outdoor_humidity | -0.37917024 |
| outdoor_temperature | -0.65558743 |
| people_occupant | -0.6889182 |
| total_electricity_HVAC | -0.48604268 |
| wind_direction | -1.7171903 |
| wind_speed | -0.77904373 |
| observation/ | |
| HVAC_electricity_demand_rate | 744.63745 |
| air_humidity | 23.716164 |
| air_temperature | 21.893726 |
| clg_setpoint | 28.343534 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 52.5 |
| direct_solar_radiation | 541.5 |
| hour | 6.0 |
| htg_setpoint | 16.057873 |
| month | 4.0 |
| outdoor_humidity | 60.0 |
| outdoor_temperature | 3.9834645 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 673300.5 |
| wind_direction | 0.0 |
| wind_speed | 3.1 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 26%
| action_network/ | |
| Cooling_Setpoint_RL | 0.75360364 |
| Heating_Setpoint_RL | 0.14277774 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.168413 |
| Heating_Setpoint_RL | 18.428123 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5284536 |
| air_humidity | -0.5227223 |
| air_temperature | -1.0721288 |
| clg_setpoint | 1.2549118 |
| co2_emission | 0.0 |
| day_of_month | -1.3131037 |
| diffuse_solar_radiation | 0.82001173 |
| direct_solar_radiation | 1.0294286 |
| hour | -0.649163 |
| htg_setpoint | -0.49488378 |
| month | -0.45167816 |
| outdoor_humidity | -0.6136835 |
| outdoor_temperature | -0.22570902 |
| people_occupant | -0.68931365 |
| total_electricity_HVAC | -0.53849447 |
| wind_direction | 0.71990937 |
| wind_speed | -0.5751729 |
| observation/ | |
| HVAC_electricity_demand_rate | 487.90253 |
| air_humidity | 29.646206 |
| air_temperature | 20.75715 |
| clg_setpoint | 29.534094 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 146.5 |
| direct_solar_radiation | 403.0 |
| hour | 7.0 |
| htg_setpoint | 15.665403 |
| month | 4.0 |
| outdoor_humidity | 55.0 |
| outdoor_temperature | 8.254239 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 442076.9 |
| wind_direction | 260.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 26%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6101974 |
| air_humidity | 0.010244163 |
| air_temperature | 0.33741024 |
| clg_setpoint | -1.2255462 |
| co2_emission | 0.0 |
| day_of_month | -1.1960436 |
| diffuse_solar_radiation | 1.0997851 |
| direct_solar_radiation | 1.6889908 |
| hour | -0.5046994 |
| htg_setpoint | -1.3962624 |
| month | -0.45106146 |
| outdoor_humidity | 0.04656396 |
| outdoor_temperature | -0.10443535 |
| people_occupant | 1.6926826 |
| total_electricity_HVAC | -0.6091439 |
| wind_direction | -0.031056171 |
| wind_speed | -0.37155682 |
| observation/ | |
| HVAC_electricity_demand_rate | 106.81122 |
| air_humidity | 36.275757 |
| air_temperature | 23.251251 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 173.0 |
| direct_solar_radiation | 567.0 |
| hour | 8.0 |
| htg_setpoint | 12.0 |
| month | 4.0 |
| outdoor_humidity | 69.0 |
| outdoor_temperature | 9.456214 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 131250.56 |
| wind_direction | 180.0 |
| wind_speed | 4.1 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 26%
| action_network/ | |
| Cooling_Setpoint_RL | 0.66609555 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.873072 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.48270085 |
| air_humidity | 0.95059156 |
| air_temperature | -0.091886275 |
| clg_setpoint | 1.424303 |
| co2_emission | 0.0 |
| day_of_month | -1.0797863 |
| diffuse_solar_radiation | 1.6014373 |
| direct_solar_radiation | 1.9626768 |
| hour | -0.36024123 |
| htg_setpoint | -1.3966281 |
| month | -0.4504473 |
| outdoor_humidity | -0.94483984 |
| outdoor_temperature | 0.9171128 |
| people_occupant | -0.69009936 |
| total_electricity_HVAC | -0.50072664 |
| wind_direction | -1.4414753 |
| wind_speed | -0.983244 |
| observation/ | |
| HVAC_electricity_demand_rate | 696.52216 |
| air_humidity | 48.008263 |
| air_temperature | 22.4926 |
| clg_setpoint | 29.965775 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 220.5 |
| direct_solar_radiation | 635.0 |
| hour | 9.0 |
| htg_setpoint | 12.0 |
| month | 4.0 |
| outdoor_humidity | 48.0 |
| outdoor_temperature | 19.599352 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 604056.0 |
| wind_direction | 30.0 |
| wind_speed | 2.6 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 26%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.34518808 |
| air_humidity | -0.019006036 |
| air_temperature | 0.037580226 |
| clg_setpoint | 0.19276771 |
| co2_emission | 0.0 |
| day_of_month | -0.96417785 |
| diffuse_solar_radiation | 0.7872175 |
| direct_solar_radiation | 2.8126235 |
| hour | -0.21578552 |
| htg_setpoint | -0.16806068 |
| month | -0.4498356 |
| outdoor_humidity | -1.4642888 |
| outdoor_temperature | 1.3998827 |
| people_occupant | -0.6889499 |
| total_electricity_HVAC | -0.36384904 |
| wind_direction | 0.62513304 |
| wind_speed | 0.69198436 |
| observation/ | |
| HVAC_electricity_demand_rate | 1331.7306 |
| air_humidity | 35.950542 |
| air_temperature | 22.721941 |
| clg_setpoint | 26.848684 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 143.5 |
| direct_solar_radiation | 847.0 |
| hour | 10.0 |
| htg_setpoint | 16.992802 |
| month | 4.0 |
| outdoor_humidity | 37.0 |
| outdoor_temperature | 24.391973 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1200715.4 |
| wind_direction | 250.0 |
| wind_speed | 6.7 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 27%
| action_network/ | |
| Cooling_Setpoint_RL | 0.67128 |
| Heating_Setpoint_RL | -0.2336519 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.89057 |
| Heating_Setpoint_RL | 16.310707 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.49439877 |
| air_humidity | 0.6638395 |
| air_temperature | 2.067139 |
| clg_setpoint | 1.4343615 |
| co2_emission | 0.0 |
| day_of_month | -0.84908354 |
| diffuse_solar_radiation | 2.262829 |
| direct_solar_radiation | 1.9198012 |
| hour | -0.0713305 |
| htg_setpoint | -1.3946128 |
| month | -0.4492264 |
| outdoor_humidity | -1.1797038 |
| outdoor_temperature | 1.4068316 |
| people_occupant | 1.219034 |
| total_electricity_HVAC | -0.51847476 |
| wind_direction | 0.05968185 |
| wind_speed | 0.079582356 |
| observation/ | |
| HVAC_electricity_demand_rate | 637.9159 |
| air_humidity | 44.438763 |
| air_temperature | 26.306557 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 283.0 |
| direct_solar_radiation | 626.0 |
| hour | 11.0 |
| htg_setpoint | 12.0 |
| month | 4.0 |
| outdoor_humidity | 43.0 |
| outdoor_temperature | 24.486572 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 522422.8 |
| wind_direction | 190.0 |
| wind_speed | 5.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 27%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.49067065 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 20.385021 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.53705543 |
| air_humidity | 0.7411514 |
| air_temperature | 1.6298671 |
| clg_setpoint | 0.9769747 |
| co2_emission | 0.0 |
| day_of_month | -0.73438597 |
| diffuse_solar_radiation | 1.8896487 |
| direct_solar_radiation | 1.2103553 |
| hour | 0.073124476 |
| htg_setpoint | -0.9199079 |
| month | -0.44861966 |
| outdoor_humidity | -0.0016316383 |
| outdoor_temperature | 0.9249124 |
| people_occupant | 0.26466674 |
| total_electricity_HVAC | -0.5486326 |
| wind_direction | 0.05959727 |
| wind_speed | 0.08065072 |
| observation/ | |
| HVAC_electricity_demand_rate | 440.53177 |
| air_humidity | 45.446995 |
| air_temperature | 25.536293 |
| clg_setpoint | 28.841007 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 248.0 |
| direct_solar_radiation | 449.5 |
| hour | 12.0 |
| htg_setpoint | 13.93161 |
| month | 4.0 |
| outdoor_humidity | 68.0 |
| outdoor_temperature | 19.715067 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 390900.72 |
| wind_direction | 190.0 |
| wind_speed | 5.2 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 27%
| action_network/ | |
| Cooling_Setpoint_RL | -0.72739035 |
| Heating_Setpoint_RL | 0.9410719 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.170057 |
| Heating_Setpoint_RL | 22.91853 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.25596172 |
| air_humidity | -0.14752512 |
| air_temperature | 1.5800644 |
| clg_setpoint | -0.3605096 |
| co2_emission | 0.0 |
| day_of_month | -0.61998445 |
| diffuse_solar_radiation | 0.8895356 |
| direct_solar_radiation | 2.5137813 |
| hour | 0.217579 |
| htg_setpoint | -1.3944697 |
| month | -0.4480154 |
| outdoor_humidity | -2.0304456 |
| outdoor_temperature | 1.066505 |
| people_occupant | 1.2171905 |
| total_electricity_HVAC | -0.30197287 |
| wind_direction | 1.0018431 |
| wind_speed | 1.102986 |
| observation/ | |
| HVAC_electricity_demand_rate | 1741.1539 |
| air_humidity | 34.42681 |
| air_temperature | 25.448803 |
| clg_setpoint | 25.44931 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 153.5 |
| direct_solar_radiation | 773.5 |
| hour | 13.0 |
| htg_setpoint | 12.0 |
| month | 4.0 |
| outdoor_humidity | 25.0 |
| outdoor_temperature | 21.12839 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 1467898.1 |
| wind_direction | 290.0 |
| wind_speed | 7.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 28%
| action_network/ | |
| Cooling_Setpoint_RL | -0.92166215 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.51439 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5799488 |
| air_humidity | -1.7739071 |
| air_temperature | 1.4843248 |
| clg_setpoint | -0.42738762 |
| co2_emission | 0.0 |
| day_of_month | -0.5057943 |
| diffuse_solar_radiation | 0.7737129 |
| direct_solar_radiation | 2.3264754 |
| hour | 0.3620316 |
| htg_setpoint | -1.3926824 |
| month | -0.44741353 |
| outdoor_humidity | -2.539499 |
| outdoor_temperature | 0.487403 |
| people_occupant | 1.6925756 |
| total_electricity_HVAC | -0.5897428 |
| wind_direction | 1.1875963 |
| wind_speed | 3.2080703 |
| observation/ | |
| HVAC_electricity_demand_rate | 240.54498 |
| air_humidity | 14.135777 |
| air_temperature | 25.279222 |
| clg_setpoint | 25.279388 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 142.5 |
| direct_solar_radiation | 728.5 |
| hour | 14.0 |
| htg_setpoint | 12.0 |
| month | 4.0 |
| outdoor_humidity | 14.0 |
| outdoor_temperature | 15.390162 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 209932.14 |
| wind_direction | 310.0 |
| wind_speed | 12.9 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 28%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.22045791 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.865076 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.32932976 |
| air_humidity | -1.9526099 |
| air_temperature | 0.33445624 |
| clg_setpoint | -1.2269956 |
| co2_emission | 0.0 |
| day_of_month | -0.39174604 |
| diffuse_solar_radiation | 0.029376933 |
| direct_solar_radiation | 2.4675565 |
| hour | 0.50647974 |
| htg_setpoint | 0.3712926 |
| month | -0.44681412 |
| outdoor_humidity | -2.6650405 |
| outdoor_temperature | 0.33010212 |
| people_occupant | 1.6913234 |
| total_electricity_HVAC | -0.32496879 |
| wind_direction | -1.7339158 |
| wind_speed | 0.6826097 |
| observation/ | |
| HVAC_electricity_demand_rate | 1397.5425 |
| air_humidity | 11.799511 |
| air_temperature | 23.249598 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 72.0 |
| direct_solar_radiation | 766.0 |
| hour | 15.0 |
| htg_setpoint | 19.171423 |
| month | 4.0 |
| outdoor_humidity | 11.0 |
| outdoor_temperature | 13.825355 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1363525.2 |
| wind_direction | 0.0 |
| wind_speed | 6.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 28%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6124922 |
| air_humidity | -1.2109747 |
| air_temperature | -0.5678032 |
| clg_setpoint | 0.31768742 |
| co2_emission | 0.0 |
| day_of_month | -0.27778545 |
| diffuse_solar_radiation | -0.0028027995 |
| direct_solar_radiation | -0.59978145 |
| hour | 0.6509198 |
| htg_setpoint | -1.3918315 |
| month | -0.4462171 |
| outdoor_humidity | 0.8513598 |
| outdoor_temperature | -0.46622688 |
| people_occupant | -0.6897558 |
| total_electricity_HVAC | -0.61923414 |
| wind_direction | -0.13333806 |
| wind_speed | -0.5769097 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 20.995329 |
| air_temperature | 21.657925 |
| clg_setpoint | 27.170616 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 69.0 |
| direct_solar_radiation | 0.0 |
| hour | 16.0 |
| htg_setpoint | 12.0 |
| month | 4.0 |
| outdoor_humidity | 86.0 |
| outdoor_temperature | 5.948955 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 170.0 |
| wind_speed | 3.6 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 28%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.8647648 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.760698 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.61238384 |
| air_humidity | -0.96788746 |
| air_temperature | 0.026983375 |
| clg_setpoint | -0.8800344 |
| co2_emission | 0.0 |
| day_of_month | -0.16387278 |
| diffuse_solar_radiation | -0.25163805 |
| direct_solar_radiation | -0.49785328 |
| hour | 0.7953471 |
| htg_setpoint | -1.3923208 |
| month | -0.44562247 |
| outdoor_humidity | 0.100782596 |
| outdoor_temperature | -0.29044464 |
| people_occupant | -0.6886251 |
| total_electricity_HVAC | -0.6191213 |
| wind_direction | -0.41406876 |
| wind_speed | -0.17071982 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 24.005129 |
| air_temperature | 22.705322 |
| clg_setpoint | 24.134253 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 45.5 |
| direct_solar_radiation | 25.5 |
| hour | 17.0 |
| htg_setpoint | 12.0 |
| month | 4.0 |
| outdoor_humidity | 70.0 |
| outdoor_temperature | 7.67926 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 140.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 29%
| action_network/ | |
| Cooling_Setpoint_RL | -0.733243 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.150305 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6123018 |
| air_humidity | 1.2661546 |
| air_temperature | 0.35592592 |
| clg_setpoint | -1.2123891 |
| co2_emission | 0.0 |
| day_of_month | -0.04998291 |
| diffuse_solar_radiation | -0.73258805 |
| direct_solar_radiation | -0.59913033 |
| hour | 0.93975604 |
| htg_setpoint | -1.210664 |
| month | -0.4450302 |
| outdoor_humidity | 1.502924 |
| outdoor_temperature | -0.08408369 |
| people_occupant | 0.50284135 |
| total_electricity_HVAC | -0.61900806 |
| wind_direction | -0.13026816 |
| wind_speed | -0.9839564 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 51.95415 |
| air_temperature | 23.284637 |
| clg_setpoint | 23.288424 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 12.739306 |
| month | 4.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 9.710129 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 170.0 |
| wind_speed | 2.6 |
| train/ | |
| approx_kl | 0.0070464984 |
| clip_fraction | 0.0619 |
| clip_range | 0.2 |
| entropy_loss | -2.75 |
| explained_variance | 0.615 |
| learning_rate | 0.0003 |
| loss | 1.6 |
| n_updates | 220 |
| policy_gradient_loss | -0.00887 |
| std | 0.956 |
| value_loss | 5.7 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 29%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.39142588 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.423229 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6124676 |
| air_humidity | 0.86780566 |
| air_temperature | 0.46618047 |
| clg_setpoint | 0.35163122 |
| co2_emission | 0.0 |
| day_of_month | 0.06389505 |
| diffuse_solar_radiation | -0.7327324 |
| direct_solar_radiation | -0.5996881 |
| hour | 1.08414 |
| htg_setpoint | 0.7742941 |
| month | -0.44444028 |
| outdoor_humidity | -0.37010026 |
| outdoor_temperature | 0.65593654 |
| people_occupant | -0.45105258 |
| total_electricity_HVAC | -0.6191716 |
| wind_direction | 0.62257904 |
| wind_speed | -0.16999142 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 47.00884 |
| air_temperature | 23.478468 |
| clg_setpoint | 27.256704 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 20.815002 |
| month | 4.0 |
| outdoor_humidity | 60.0 |
| outdoor_temperature | 17.01581 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 250.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 29%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.037480578 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 17.414171 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.61214054 |
| air_humidity | 1.2345645 |
| air_temperature | -0.26235402 |
| clg_setpoint | 0.8566737 |
| co2_emission | 0.0 |
| day_of_month | 0.17775778 |
| diffuse_solar_radiation | -0.732981 |
| direct_solar_radiation | -0.59892595 |
| hour | 1.228491 |
| htg_setpoint | -1.3927435 |
| month | -0.44385272 |
| outdoor_humidity | 1.3604767 |
| outdoor_temperature | -0.10379078 |
| people_occupant | -0.45150927 |
| total_electricity_HVAC | -0.61885834 |
| wind_direction | -0.69651324 |
| wind_speed | 0.07601242 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 51.63481 |
| air_temperature | 22.198029 |
| clg_setpoint | 28.53741 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 12.0 |
| month | 4.0 |
| outdoor_humidity | 97.0 |
| outdoor_temperature | 9.535645 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 110.0 |
| wind_speed | 5.2 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 29%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.3868584 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 15.448921 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.95655507 |
| air_humidity | 0.2120779 |
| air_temperature | 0.33659238 |
| clg_setpoint | -0.25882876 |
| co2_emission | 0.0 |
| day_of_month | 0.2915879 |
| diffuse_solar_radiation | -0.73316145 |
| direct_solar_radiation | -0.5980298 |
| hour | 1.3728007 |
| htg_setpoint | 1.3714756 |
| month | -0.44326746 |
| outdoor_humidity | 1.0318145 |
| outdoor_temperature | -0.25550014 |
| people_occupant | -0.6901609 |
| total_electricity_HVAC | 0.87653583 |
| wind_direction | -0.41103947 |
| wind_speed | -0.373222 |
| observation/ | |
| HVAC_electricity_demand_rate | 7329.255 |
| air_humidity | 38.849518 |
| air_temperature | 23.250137 |
| clg_setpoint | 25.705317 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 23.25 |
| month | 4.0 |
| outdoor_humidity | 90.0 |
| outdoor_temperature | 8.0396385 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 6596329.5 |
| wind_direction | 140.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 30%
| action_network/ | |
| Cooling_Setpoint_RL | -0.6597099 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.39848 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6118155 |
| air_humidity | -0.28399882 |
| air_temperature | -1.0748471 |
| clg_setpoint | 0.9927059 |
| co2_emission | 0.0 |
| day_of_month | 0.40535414 |
| diffuse_solar_radiation | -0.7333178 |
| direct_solar_radiation | -0.5983491 |
| hour | 1.5170593 |
| htg_setpoint | -1.3939421 |
| month | -0.44268453 |
| outdoor_humidity | -0.13827133 |
| outdoor_temperature | -0.40096775 |
| people_occupant | -0.6905408 |
| total_electricity_HVAC | -0.61848444 |
| wind_direction | -0.40957296 |
| wind_speed | -0.57729274 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 32.635696 |
| air_temperature | 20.772211 |
| clg_setpoint | 28.882397 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 12.0 |
| month | 4.0 |
| outdoor_humidity | 65.0 |
| outdoor_temperature | 6.606527 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 140.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 30%
| action_network/ | |
| Cooling_Setpoint_RL | 0.9271505 |
| Heating_Setpoint_RL | -0.77920884 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.754133 |
| Heating_Setpoint_RL | 13.24195 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.630528 |
| air_humidity | -0.24132562 |
| air_temperature | -0.5526981 |
| clg_setpoint | -0.076041415 |
| co2_emission | 0.0 |
| day_of_month | 0.51901144 |
| diffuse_solar_radiation | -0.73352647 |
| direct_solar_radiation | -0.5974582 |
| hour | 1.6612563 |
| htg_setpoint | 0.9872249 |
| month | -0.4421039 |
| outdoor_humidity | 0.84607816 |
| outdoor_temperature | -0.3214049 |
| people_occupant | -0.68942285 |
| total_electricity_HVAC | 1.8260524 |
| wind_direction | -1.1625172 |
| wind_speed | 1.0979233 |
| observation/ | |
| HVAC_electricity_demand_rate | 10435.284 |
| air_humidity | 33.159843 |
| air_temperature | 21.688385 |
| clg_setpoint | 26.171759 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 21.68839 |
| month | 4.0 |
| outdoor_humidity | 86.0 |
| outdoor_temperature | 7.3872366 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 10732236.0 |
| wind_direction | 60.0 |
| wind_speed | 7.7 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 31%
| action_network/ | |
| Cooling_Setpoint_RL | -0.9048561 |
| Heating_Setpoint_RL | 0.60383457 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.57111 |
| Heating_Setpoint_RL | 21.02157 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.1687772 |
| air_humidity | -0.07969253 |
| air_temperature | -0.8175176 |
| clg_setpoint | 1.2026606 |
| co2_emission | 0.0 |
| day_of_month | 0.74702233 |
| diffuse_solar_radiation | -0.73370457 |
| direct_solar_radiation | -0.59657127 |
| hour | -1.6610558 |
| htg_setpoint | 0.9917425 |
| month | -0.44152555 |
| outdoor_humidity | 0.98357105 |
| outdoor_temperature | -0.4750362 |
| people_occupant | -0.6883103 |
| total_electricity_HVAC | 2.3102887 |
| wind_direction | 0.5355034 |
| wind_speed | 0.6853528 |
| observation/ | |
| HVAC_electricity_demand_rate | 12925.339 |
| air_humidity | 35.175426 |
| air_temperature | 21.222132 |
| clg_setpoint | 29.424858 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 21.707058 |
| month | 4.0 |
| outdoor_humidity | 89.0 |
| outdoor_temperature | 5.8747625 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 12849750.0 |
| wind_direction | 240.0 |
| wind_speed | 6.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 31%
| action_network/ | |
| Cooling_Setpoint_RL | -0.68736494 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.305143 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6116602 |
| air_humidity | 0.06534987 |
| air_temperature | -1.0055778 |
| clg_setpoint | -1.0675014 |
| co2_emission | 0.0 |
| day_of_month | 0.8603092 |
| diffuse_solar_radiation | -0.7337922 |
| direct_solar_radiation | -0.5958981 |
| hour | -1.5163887 |
| htg_setpoint | 0.08882596 |
| month | -0.44094944 |
| outdoor_humidity | -0.0015805024 |
| outdoor_temperature | -0.4208924 |
| people_occupant | -0.68869144 |
| total_electricity_HVAC | -0.6182784 |
| wind_direction | 0.7230274 |
| wind_speed | 0.071199715 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 36.98127 |
| air_temperature | 20.893171 |
| clg_setpoint | 23.654963 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 18.03291 |
| month | 4.0 |
| outdoor_humidity | 68.0 |
| outdoor_temperature | 6.401643 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 260.0 |
| wind_speed | 5.2 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 31%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.45327783 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 15.075312 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6114023 |
| air_humidity | 0.3584478 |
| air_temperature | -0.6963996 |
| clg_setpoint | 0.42061403 |
| co2_emission | 0.0 |
| day_of_month | 0.9732444 |
| diffuse_solar_radiation | -0.7338514 |
| direct_solar_radiation | -0.5965096 |
| hour | -1.3717765 |
| htg_setpoint | -0.22454019 |
| month | -0.4403756 |
| outdoor_humidity | 1.3131422 |
| outdoor_temperature | -0.23257072 |
| people_occupant | -0.689071 |
| total_electricity_HVAC | -0.61802506 |
| wind_direction | -0.22106783 |
| wind_speed | -0.99051344 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 40.633957 |
| air_temperature | 21.435467 |
| clg_setpoint | 27.435158 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 16.755634 |
| month | 4.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 8.250742 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 160.0 |
| wind_speed | 2.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 31%
| action_network/ | |
| Cooling_Setpoint_RL | 0.85990316 |
| Heating_Setpoint_RL | 0.15576798 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.527172 |
| Heating_Setpoint_RL | 18.501194 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.5592775 |
| air_humidity | 0.8494165 |
| air_temperature | 0.015587632 |
| clg_setpoint | -0.09454519 |
| co2_emission | 0.0 |
| day_of_month | 1.0857276 |
| diffuse_solar_radiation | -0.73400396 |
| direct_solar_radiation | -0.59581816 |
| hour | -1.2272085 |
| htg_setpoint | 1.3712096 |
| month | -0.43980396 |
| outdoor_humidity | 0.9826319 |
| outdoor_temperature | -0.05271005 |
| people_occupant | -0.68944895 |
| total_electricity_HVAC | 2.61233 |
| wind_direction | 1.2907438 |
| wind_speed | -0.78488505 |
| observation/ | |
| HVAC_electricity_demand_rate | 14716.337 |
| air_humidity | 46.76716 |
| air_temperature | 22.682499 |
| clg_setpoint | 26.124723 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 23.25 |
| month | 4.0 |
| outdoor_humidity | 89.0 |
| outdoor_temperature | 10.011383 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 14156992.0 |
| wind_direction | 320.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 32%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.8876414 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 22.617983 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.88942635 |
| air_humidity | 0.091456376 |
| air_temperature | 0.3398375 |
| clg_setpoint | 1.2663763 |
| co2_emission | 0.0 |
| day_of_month | 1.1976465 |
| diffuse_solar_radiation | -0.7343198 |
| direct_solar_radiation | -0.5964364 |
| hour | -1.0826756 |
| htg_setpoint | 1.3711308 |
| month | -0.43923458 |
| outdoor_humidity | 1.0302567 |
| outdoor_temperature | -0.14094257 |
| people_occupant | -0.6898253 |
| total_electricity_HVAC | 1.1728622 |
| wind_direction | -1.2582796 |
| wind_speed | -0.98877954 |
| observation/ | |
| HVAC_electricity_demand_rate | 7007.672 |
| air_humidity | 37.334755 |
| air_temperature | 23.250013 |
| clg_setpoint | 29.582855 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 23.25 |
| month | 4.0 |
| outdoor_humidity | 90.0 |
| outdoor_temperature | 9.157244 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 7879316.0 |
| wind_direction | 50.0 |
| wind_speed | 2.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 32%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.15416622 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.492186 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.61138904 |
| air_humidity | 0.6839524 |
| air_temperature | -0.11346227 |
| clg_setpoint | 0.80376273 |
| co2_emission | 0.0 |
| day_of_month | 1.3088787 |
| diffuse_solar_radiation | -0.2968246 |
| direct_solar_radiation | -0.5247008 |
| hour | -0.9381695 |
| htg_setpoint | -0.71912163 |
| month | -0.4386674 |
| outdoor_humidity | 0.8430093 |
| outdoor_temperature | 0.17321107 |
| people_occupant | -0.6902001 |
| total_electricity_HVAC | -0.6179609 |
| wind_direction | 0.063387565 |
| wind_speed | -0.78428936 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 44.716267 |
| air_temperature | 22.458107 |
| clg_setpoint | 28.405148 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 41.5 |
| direct_solar_radiation | 18.0 |
| hour | 5.0 |
| htg_setpoint | 14.745049 |
| month | 4.0 |
| outdoor_humidity | 86.0 |
| outdoor_temperature | 12.236012 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 190.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 32%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.47326666 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 14.962875 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4671683 |
| air_humidity | 1.1198186 |
| air_temperature | -0.28949443 |
| clg_setpoint | 0.18490314 |
| co2_emission | 0.0 |
| day_of_month | 1.4192919 |
| diffuse_solar_radiation | 0.0921463 |
| direct_solar_radiation | 1.7622128 |
| hour | -0.7936832 |
| htg_setpoint | 1.0970025 |
| month | -0.4381024 |
| outdoor_humidity | -0.7565103 |
| outdoor_temperature | 0.3341476 |
| people_occupant | -0.68909997 |
| total_electricity_HVAC | -0.45282245 |
| wind_direction | -1.1644806 |
| wind_speed | 0.68747914 |
| observation/ | |
| HVAC_electricity_demand_rate | 748.9987 |
| air_humidity | 50.160774 |
| air_temperature | 22.151007 |
| clg_setpoint | 26.832718 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 78.5 |
| direct_solar_radiation | 588.0 |
| hour | 6.0 |
| htg_setpoint | 22.13433 |
| month | 4.0 |
| outdoor_humidity | 52.0 |
| outdoor_temperature | 13.81554 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 794805.9 |
| wind_direction | 60.0 |
| wind_speed | 6.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 32%
| action_network/ | |
| Cooling_Setpoint_RL | -0.72429216 |
| Heating_Setpoint_RL | 0.42776287 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.180513 |
| Heating_Setpoint_RL | 20.031166 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5563166 |
| air_humidity | -0.48155108 |
| air_temperature | -0.32041076 |
| clg_setpoint | 1.4306482 |
| co2_emission | 0.0 |
| day_of_month | 1.5287455 |
| diffuse_solar_radiation | 1.5919209 |
| direct_solar_radiation | -0.3950575 |
| hour | -0.64921063 |
| htg_setpoint | -1.3932333 |
| month | -0.43753958 |
| outdoor_humidity | 0.1381035 |
| outdoor_temperature | -0.18896285 |
| people_occupant | -0.6880051 |
| total_electricity_HVAC | -0.5639225 |
| wind_direction | -0.69055283 |
| wind_speed | -0.17104483 |
| observation/ | |
| HVAC_electricity_demand_rate | 337.50534 |
| air_humidity | 30.245323 |
| air_temperature | 22.097721 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 221.0 |
| direct_solar_radiation | 50.5 |
| hour | 7.0 |
| htg_setpoint | 12.0 |
| month | 4.0 |
| outdoor_humidity | 71.0 |
| outdoor_temperature | 8.714817 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 310574.53 |
| wind_direction | 110.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 33%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.59296715 |
| air_humidity | 1.1189343 |
| air_temperature | 0.3450462 |
| clg_setpoint | -1.2241871 |
| co2_emission | 0.0 |
| day_of_month | 1.6370916 |
| diffuse_solar_radiation | 0.6701735 |
| direct_solar_radiation | -0.5966878 |
| hour | -0.504747 |
| htg_setpoint | -1.1551483 |
| month | -0.4369789 |
| outdoor_humidity | 1.3130561 |
| outdoor_temperature | -0.042542 |
| people_occupant | 1.6956621 |
| total_electricity_HVAC | -0.5909923 |
| wind_direction | 0.25648588 |
| wind_speed | -0.9878315 |
| observation/ | |
| HVAC_electricity_demand_rate | 167.72314 |
| air_humidity | 50.14732 |
| air_temperature | 23.259092 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 133.5 |
| direct_solar_radiation | 0.0 |
| hour | 8.0 |
| htg_setpoint | 12.972238 |
| month | 4.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 10.145384 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 191804.36 |
| wind_direction | 210.0 |
| wind_speed | 2.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 33%
| action_network/ | |
| Cooling_Setpoint_RL | 0.9530462 |
| Heating_Setpoint_RL | -0.86446893 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.84153 |
| Heating_Setpoint_RL | 12.7623625 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.54391766 |
| air_humidity | -1.0385842 |
| air_temperature | 1.5194615 |
| clg_setpoint | 0.13556515 |
| co2_emission | 0.0 |
| day_of_month | -1.669823 |
| diffuse_solar_radiation | 1.6596183 |
| direct_solar_radiation | 2.1164565 |
| hour | -0.3602884 |
| htg_setpoint | 0.73570186 |
| month | -0.15119588 |
| outdoor_humidity | -2.0293112 |
| outdoor_temperature | 0.47407326 |
| people_occupant | 1.6944474 |
| total_electricity_HVAC | -0.5536608 |
| wind_direction | -1.443606 |
| wind_speed | -0.57689935 |
| observation/ | |
| HVAC_electricity_demand_rate | 392.57556 |
| air_humidity | 23.370207 |
| air_temperature | 25.305372 |
| clg_setpoint | 26.70528 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 227.5 |
| direct_solar_radiation | 676.0 |
| hour | 9.0 |
| htg_setpoint | 20.66969 |
| month | 5.0 |
| outdoor_humidity | 25.0 |
| outdoor_temperature | 15.172322 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 353318.06 |
| wind_direction | 30.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 33%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.6414282 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 14.016967 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.062628955 |
| air_humidity | -0.5668865 |
| air_temperature | 0.33921817 |
| clg_setpoint | -1.223462 |
| co2_emission | 0.0 |
| day_of_month | -1.5497633 |
| diffuse_solar_radiation | 2.0331337 |
| direct_solar_radiation | 2.0594623 |
| hour | -0.21583222 |
| htg_setpoint | -0.0073979124 |
| month | -0.15103021 |
| outdoor_humidity | -1.5547636 |
| outdoor_temperature | 0.6984443 |
| people_occupant | 1.6932396 |
| total_electricity_HVAC | -0.067092046 |
| wind_direction | -0.6847608 |
| wind_speed | 1.5511708 |
| observation/ | |
| HVAC_electricity_demand_rate | 2604.7244 |
| air_humidity | 29.209763 |
| air_temperature | 23.250402 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 263.5 |
| direct_solar_radiation | 662.0 |
| hour | 10.0 |
| htg_setpoint | 17.64762 |
| month | 5.0 |
| outdoor_humidity | 35.0 |
| outdoor_temperature | 17.352436 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2466941.8 |
| wind_direction | 110.0 |
| wind_speed | 8.8 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 34%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.15660922 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.505926 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6101809 |
| air_humidity | 0.5609896 |
| air_temperature | 2.3178523 |
| clg_setpoint | 0.13222647 |
| co2_emission | 0.0 |
| day_of_month | -1.4309763 |
| diffuse_solar_radiation | 1.6269181 |
| direct_solar_radiation | -0.5969614 |
| hour | -0.0713767 |
| htg_setpoint | 1.3694745 |
| month | -0.15086511 |
| outdoor_humidity | 0.27973858 |
| outdoor_temperature | 0.34328136 |
| people_occupant | 1.215737 |
| total_electricity_HVAC | -0.6167675 |
| wind_direction | -1.4376174 |
| wind_speed | 1.7499734 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 43.21662 |
| air_temperature | 26.69773 |
| clg_setpoint | 26.698032 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 225.0 |
| direct_solar_radiation | 0.0 |
| hour | 11.0 |
| htg_setpoint | 23.25 |
| month | 5.0 |
| outdoor_humidity | 74.0 |
| outdoor_temperature | 13.906024 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 30.0 |
| wind_speed | 9.3 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 34%
| action_network/ | |
| Cooling_Setpoint_RL | -0.1576789 |
| Heating_Setpoint_RL | -0.8086473 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.092834 |
| Heating_Setpoint_RL | 13.076359 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6100879 |
| air_humidity | 0.35506228 |
| air_temperature | -0.039076082 |
| clg_setpoint | -0.5846887 |
| co2_emission | 0.0 |
| day_of_month | -1.3132604 |
| diffuse_solar_radiation | 1.1857172 |
| direct_solar_radiation | -0.59612644 |
| hour | 0.073078774 |
| htg_setpoint | 0.86948305 |
| month | -0.15070052 |
| outdoor_humidity | 0.7022515 |
| outdoor_temperature | 0.33384252 |
| people_occupant | -0.6898697 |
| total_electricity_HVAC | -0.6167054 |
| wind_direction | -1.5272076 |
| wind_speed | -0.57976246 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 40.658535 |
| air_temperature | 22.59385 |
| clg_setpoint | 24.875555 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 183.0 |
| direct_solar_radiation | 0.0 |
| hour | 12.0 |
| htg_setpoint | 21.218952 |
| month | 5.0 |
| outdoor_humidity | 83.0 |
| outdoor_temperature | 13.815099 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 20.0 |
| wind_speed | 3.6 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 34%
| action_network/ | |
| Cooling_Setpoint_RL | 0.26652116 |
| Heating_Setpoint_RL | 0.17907546 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.52451 |
| Heating_Setpoint_RL | 18.6323 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.56263065 |
| air_humidity | 1.1086777 |
| air_temperature | 0.33839 |
| clg_setpoint | -1.2250997 |
| co2_emission | 0.0 |
| day_of_month | -1.196436 |
| diffuse_solar_radiation | 2.3696718 |
| direct_solar_radiation | -0.18965699 |
| hour | 0.21753384 |
| htg_setpoint | 1.367913 |
| month | -0.15053649 |
| outdoor_humidity | 0.23021376 |
| outdoor_temperature | 0.7020091 |
| people_occupant | -0.68878675 |
| total_electricity_HVAC | -0.41567612 |
| wind_direction | -0.20608644 |
| wind_speed | -0.37323323 |
| observation/ | |
| HVAC_electricity_demand_rate | 303.69858 |
| air_humidity | 50.031494 |
| air_temperature | 23.250006 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 296.0 |
| direct_solar_radiation | 101.0 |
| hour | 13.0 |
| htg_setpoint | 23.25 |
| month | 5.0 |
| outdoor_humidity | 73.0 |
| outdoor_temperature | 17.388166 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 949278.9 |
| wind_direction | 160.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 34%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.70637715 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.6516285 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.43485457 |
| air_humidity | 1.1124177 |
| air_temperature | 0.33779585 |
| clg_setpoint | -1.225502 |
| co2_emission | 0.0 |
| day_of_month | -1.0803434 |
| diffuse_solar_radiation | 1.8092201 |
| direct_solar_radiation | -0.3438206 |
| hour | 0.36198705 |
| htg_setpoint | -1.2262261 |
| month | -0.15037298 |
| outdoor_humidity | 0.69877464 |
| outdoor_temperature | 0.35905576 |
| people_occupant | 1.6955222 |
| total_electricity_HVAC | -0.44984958 |
| wind_direction | -0.677056 |
| wind_speed | -0.1675531 |
| observation/ | |
| HVAC_electricity_demand_rate | 888.3241 |
| air_humidity | 50.105434 |
| air_temperature | 23.249111 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 243.0 |
| direct_solar_radiation | 62.5 |
| hour | 14.0 |
| htg_setpoint | 12.697341 |
| month | 5.0 |
| outdoor_humidity | 83.0 |
| outdoor_temperature | 14.065552 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 799491.7 |
| wind_direction | 110.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 35%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6093681 |
| air_humidity | 1.5859097 |
| air_temperature | 1.5176048 |
| clg_setpoint | 1.1679744 |
| co2_emission | 0.0 |
| day_of_month | -0.9648413 |
| diffuse_solar_radiation | 0.11728634 |
| direct_solar_radiation | -0.59433746 |
| hour | 0.50643605 |
| htg_setpoint | 1.366302 |
| month | -0.15021001 |
| outdoor_humidity | 1.3066443 |
| outdoor_temperature | 0.4373437 |
| people_occupant | 1.6943233 |
| total_electricity_HVAC | -0.6159703 |
| wind_direction | -0.9586783 |
| wind_speed | 0.07816973 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 56.04314 |
| air_temperature | 25.297794 |
| clg_setpoint | 29.339893 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 81.5 |
| direct_solar_radiation | 0.0 |
| hour | 15.0 |
| htg_setpoint | 23.25 |
| month | 5.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 14.823731 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 80.0 |
| wind_speed | 5.2 |
| train/ | |
| approx_kl | 0.009630183 |
| clip_fraction | 0.107 |
| clip_range | 0.2 |
| entropy_loss | -2.74 |
| explained_variance | 0.564 |
| learning_rate | 0.0003 |
| loss | 1.09 |
| n_updates | 230 |
| policy_gradient_loss | -0.017 |
| std | 0.949 |
| value_loss | 3.54 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 35%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.24430138 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.999195 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.56515807 |
| air_humidity | 1.5969616 |
| air_temperature | 0.8456957 |
| clg_setpoint | -0.87776625 |
| co2_emission | 0.0 |
| day_of_month | -0.84980565 |
| diffuse_solar_radiation | 0.48371834 |
| direct_solar_radiation | -0.55929536 |
| hour | 0.65087736 |
| htg_setpoint | 1.2695801 |
| month | -0.15004757 |
| outdoor_humidity | 1.4898523 |
| outdoor_temperature | 0.26291385 |
| people_occupant | 1.6931312 |
| total_electricity_HVAC | -0.5818277 |
| wind_direction | -0.48527795 |
| wind_speed | -0.7809313 |
| observation/ | |
| HVAC_electricity_demand_rate | 288.16202 |
| air_humidity | 56.269394 |
| air_temperature | 24.131289 |
| clg_setpoint | 24.133036 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 116.5 |
| direct_solar_radiation | 8.5 |
| hour | 16.0 |
| htg_setpoint | 22.859802 |
| month | 5.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 13.137778 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 224909.9 |
| wind_direction | 130.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 35%
| action_network/ | |
| Cooling_Setpoint_RL | -0.7015686 |
| Heating_Setpoint_RL | -0.72221756 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.257206 |
| Heating_Setpoint_RL | 13.562527 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.409526 |
| air_humidity | 1.3213727 |
| air_temperature | 0.3372136 |
| clg_setpoint | -1.2242444 |
| co2_emission | 0.0 |
| day_of_month | -0.7351285 |
| diffuse_solar_radiation | -0.046837702 |
| direct_solar_radiation | -0.28551576 |
| hour | 0.79530656 |
| htg_setpoint | -1.4004314 |
| month | -0.14988565 |
| outdoor_humidity | -1.1399436 |
| outdoor_temperature | 1.3259897 |
| people_occupant | 1.6919459 |
| total_electricity_HVAC | 0.49780393 |
| wind_direction | 0.8362475 |
| wind_speed | 0.48832762 |
| observation/ | |
| HVAC_electricity_demand_rate | 4752.5435 |
| air_humidity | 52.90519 |
| air_temperature | 23.24928 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 66.0 |
| direct_solar_radiation | 76.5 |
| hour | 17.0 |
| htg_setpoint | 12.0 |
| month | 5.0 |
| outdoor_humidity | 44.0 |
| outdoor_temperature | 23.420662 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 4900418.5 |
| wind_direction | 270.0 |
| wind_speed | 6.2 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 35%
| action_network/ | |
| Cooling_Setpoint_RL | 0.2666095 |
| Heating_Setpoint_RL | 0.8757408 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.524807 |
| Heating_Setpoint_RL | 22.55104 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.121543296 |
| air_humidity | 0.9994794 |
| air_temperature | 0.33735174 |
| clg_setpoint | -1.2238406 |
| co2_emission | 0.0 |
| day_of_month | -0.62071747 |
| diffuse_solar_radiation | -0.738083 |
| direct_solar_radiation | -0.5943773 |
| hour | 0.9397183 |
| htg_setpoint | -1.121636 |
| month | -0.14972426 |
| outdoor_humidity | -1.6543038 |
| outdoor_temperature | 1.0651083 |
| people_occupant | 0.50024444 |
| total_electricity_HVAC | -0.17371824 |
| wind_direction | 1.3046609 |
| wind_speed | 0.28413412 |
| observation/ | |
| HVAC_electricity_demand_rate | 2319.5623 |
| air_humidity | 48.902187 |
| air_temperature | 23.249847 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 13.131645 |
| month | 5.0 |
| outdoor_humidity | 33.0 |
| outdoor_temperature | 20.915329 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 1992078.1 |
| wind_direction | 320.0 |
| wind_speed | 5.7 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 36%
| action_network/ | |
| Cooling_Setpoint_RL | -0.99088264 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.280771 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6090264 |
| air_humidity | -0.14354603 |
| air_temperature | 0.20060135 |
| clg_setpoint | 0.57273597 |
| co2_emission | 0.0 |
| day_of_month | -0.5064949 |
| diffuse_solar_radiation | -0.73849875 |
| direct_solar_radiation | -0.59504825 |
| hour | 1.0841062 |
| htg_setpoint | -0.07722862 |
| month | -0.14956339 |
| outdoor_humidity | 0.4114396 |
| outdoor_temperature | 0.17269292 |
| people_occupant | -0.689549 |
| total_electricity_HVAC | -0.6156179 |
| wind_direction | 0.079637535 |
| wind_speed | 0.48929554 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 34.658703 |
| air_temperature | 23.01336 |
| clg_setpoint | 27.82721 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 17.378784 |
| month | 5.0 |
| outdoor_humidity | 77.0 |
| outdoor_temperature | 12.300233 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 190.0 |
| wind_speed | 6.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 36%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.60857654 |
| air_humidity | 0.11040244 |
| air_temperature | 0.15272892 |
| clg_setpoint | 0.8621012 |
| co2_emission | 0.0 |
| day_of_month | -0.3923975 |
| diffuse_solar_radiation | -0.7389046 |
| direct_solar_radiation | -0.59577686 |
| hour | 1.228463 |
| htg_setpoint | 0.28333786 |
| month | -0.14940302 |
| outdoor_humidity | 0.69379765 |
| outdoor_temperature | 0.30199265 |
| people_occupant | -0.68848276 |
| total_electricity_HVAC | -0.615166 |
| wind_direction | -1.7123203 |
| wind_speed | -2.0482483 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 37.813908 |
| air_temperature | 22.9308 |
| clg_setpoint | 28.565605 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 18.844707 |
| month | 5.0 |
| outdoor_humidity | 83.0 |
| outdoor_temperature | 13.553409 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 36%
| action_network/ | |
| Cooling_Setpoint_RL | 0.8902992 |
| Heating_Setpoint_RL | 0.46112388 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.62976 |
| Heating_Setpoint_RL | 20.218822 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.608323 |
| air_humidity | 0.088134296 |
| air_temperature | -0.39419362 |
| clg_setpoint | 0.6118982 |
| co2_emission | 0.0 |
| day_of_month | -0.2783761 |
| diffuse_solar_radiation | -0.73908025 |
| direct_solar_radiation | -0.59596443 |
| hour | 1.3727806 |
| htg_setpoint | -0.3420801 |
| month | -0.14924318 |
| outdoor_humidity | 0.41374925 |
| outdoor_temperature | 0.034558635 |
| people_occupant | -0.68884766 |
| total_electricity_HVAC | -0.61492014 |
| wind_direction | -0.86158663 |
| wind_speed | -0.9836789 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 37.533783 |
| air_temperature | 21.985355 |
| clg_setpoint | 27.928257 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 16.29887 |
| month | 5.0 |
| outdoor_humidity | 77.0 |
| outdoor_temperature | 10.98293 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 90.0 |
| wind_speed | 2.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 37%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.1389032 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 16.84367 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.60827386 |
| air_humidity | 0.025670394 |
| air_temperature | -0.3727224 |
| clg_setpoint | 1.3715427 |
| co2_emission | 0.0 |
| day_of_month | -0.16439521 |
| diffuse_solar_radiation | -0.7395076 |
| direct_solar_radiation | -0.59666336 |
| hour | 1.5170494 |
| htg_setpoint | 0.003423698 |
| month | -0.14908385 |
| outdoor_humidity | -0.00809261 |
| outdoor_temperature | -0.0051892204 |
| people_occupant | -0.6892111 |
| total_electricity_HVAC | -0.6148808 |
| wind_direction | -1.7091827 |
| wind_speed | -2.0488274 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 36.753178 |
| air_temperature | 22.023882 |
| clg_setpoint | 29.864319 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 17.705782 |
| month | 5.0 |
| outdoor_humidity | 68.0 |
| outdoor_temperature | 10.602514 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 37%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.019831061 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 17.51345 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.1565843 |
| air_humidity | -0.111738 |
| air_temperature | 0.019464813 |
| clg_setpoint | 1.4251049 |
| co2_emission | 0.0 |
| day_of_month | -0.050433032 |
| diffuse_solar_radiation | -0.7398747 |
| direct_solar_radiation | -0.59732294 |
| hour | 1.6612597 |
| htg_setpoint | 1.2317191 |
| month | -0.14892504 |
| outdoor_humidity | -0.2418484 |
| outdoor_temperature | 0.15668045 |
| people_occupant | -0.689573 |
| total_electricity_HVAC | 1.484895 |
| wind_direction | -1.4243611 |
| wind_speed | -0.98203707 |
| observation/ | |
| HVAC_electricity_demand_rate | 8137.178 |
| air_humidity | 35.04822 |
| air_temperature | 22.702517 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 22.702473 |
| month | 5.0 |
| outdoor_humidity | 63.0 |
| outdoor_temperature | 12.166731 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 9137574.0 |
| wind_direction | 30.0 |
| wind_speed | 2.6 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 37%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.7865542 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 22.049368 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6084984 |
| air_humidity | 0.93578845 |
| air_temperature | -0.730345 |
| clg_setpoint | -0.21525444 |
| co2_emission | 0.0 |
| day_of_month | 0.17764567 |
| diffuse_solar_radiation | -0.73995984 |
| direct_solar_radiation | -0.5980422 |
| hour | -1.6610693 |
| htg_setpoint | -0.57135296 |
| month | -0.14876671 |
| outdoor_humidity | 0.6982187 |
| outdoor_temperature | 0.049084872 |
| people_occupant | -0.6899335 |
| total_electricity_HVAC | -0.6150873 |
| wind_direction | -1.3277556 |
| wind_speed | -1.1871827 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 48.03753 |
| air_temperature | 21.408863 |
| clg_setpoint | 25.819948 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 15.366997 |
| month | 5.0 |
| outdoor_humidity | 83.0 |
| outdoor_temperature | 11.1392145 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 40.0 |
| wind_speed | 2.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 38%
| action_network/ | |
| Cooling_Setpoint_RL | -0.09436836 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.306507 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6088074 |
| air_humidity | 1.2132572 |
| air_temperature | 0.02804625 |
| clg_setpoint | -0.059565533 |
| co2_emission | 0.0 |
| day_of_month | 0.29168645 |
| diffuse_solar_radiation | -0.74039423 |
| direct_solar_radiation | -0.59877187 |
| hour | -1.5164123 |
| htg_setpoint | 0.13374117 |
| month | -0.14860891 |
| outdoor_humidity | 1.1685443 |
| outdoor_temperature | 0.24402548 |
| people_occupant | -0.6902925 |
| total_electricity_HVAC | -0.61536956 |
| wind_direction | -1.6085782 |
| wind_speed | -0.77684087 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 51.49804 |
| air_temperature | 22.718552 |
| clg_setpoint | 26.215746 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 18.237722 |
| month | 5.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 13.021907 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 10.0 |
| wind_speed | 3.1 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 38%
| action_network/ | |
| Cooling_Setpoint_RL | -0.9161221 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.533089 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6084645 |
| air_humidity | 2.2281916 |
| air_temperature | 0.023173276 |
| clg_setpoint | -0.8184318 |
| co2_emission | 0.0 |
| day_of_month | 0.40568534 |
| diffuse_solar_radiation | -0.7408136 |
| direct_solar_radiation | -0.5982224 |
| hour | -1.3718073 |
| htg_setpoint | -0.09641523 |
| month | -0.1484516 |
| outdoor_humidity | 1.4936414 |
| outdoor_temperature | 0.43110526 |
| people_occupant | -0.68923765 |
| total_electricity_HVAC | -0.6150628 |
| wind_direction | -0.85176545 |
| wind_speed | -1.1874772 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 64.20977 |
| air_temperature | 22.710413 |
| clg_setpoint | 24.284004 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 17.305061 |
| month | 5.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 14.82602 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 90.0 |
| wind_speed | 2.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 38%
| action_network/ | |
| Cooling_Setpoint_RL | 0.5532068 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.492073 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.3548703 |
| air_humidity | 1.5112429 |
| air_temperature | 0.3368284 |
| clg_setpoint | 0.89143974 |
| co2_emission | 0.0 |
| day_of_month | 0.51960707 |
| diffuse_solar_radiation | -0.7410685 |
| direct_solar_radiation | -0.5975293 |
| hour | -1.2272445 |
| htg_setpoint | 1.3643141 |
| month | -0.14829479 |
| outdoor_humidity | 0.73884916 |
| outdoor_temperature | 0.13416216 |
| people_occupant | -0.68818766 |
| total_electricity_HVAC | 1.7108978 |
| wind_direction | 1.4110007 |
| wind_speed | -0.36549196 |
| observation/ | |
| HVAC_electricity_demand_rate | 9016.17 |
| air_humidity | 55.4151 |
| air_temperature | 23.250315 |
| clg_setpoint | 28.643064 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 23.25 |
| month | 5.0 |
| outdoor_humidity | 84.0 |
| outdoor_temperature | 11.983351 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 10087118.0 |
| wind_direction | 330.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 38%
| action_network/ | |
| Cooling_Setpoint_RL | -0.71959996 |
| Heating_Setpoint_RL | 0.31140158 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.19635 |
| Heating_Setpoint_RL | 19.376635 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.0119252 |
| air_humidity | -0.6858347 |
| air_temperature | -0.047461703 |
| clg_setpoint | -0.8646301 |
| co2_emission | 0.0 |
| day_of_month | 0.63340336 |
| diffuse_solar_radiation | -0.33012083 |
| direct_solar_radiation | -0.28526837 |
| hour | -1.082715 |
| htg_setpoint | 1.3652309 |
| month | -0.14813846 |
| outdoor_humidity | -0.43210474 |
| outdoor_temperature | -0.04973574 |
| people_occupant | -0.6885478 |
| total_electricity_HVAC | 2.1804938 |
| wind_direction | 1.3122666 |
| wind_speed | -1.1877444 |
| observation/ | |
| HVAC_electricity_demand_rate | 11997.698 |
| air_humidity | 28.025217 |
| air_temperature | 22.588898 |
| clg_setpoint | 24.166481 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 39.5 |
| direct_solar_radiation | 78.0 |
| hour | 4.0 |
| htg_setpoint | 23.25 |
| month | 5.0 |
| outdoor_humidity | 59.0 |
| outdoor_temperature | 10.232095 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 12101271.0 |
| wind_direction | 320.0 |
| wind_speed | 2.1 |
--------------------------------------------------
-------------------------------------------------*------------------------------------------------------------| 39%
| action_network/ | |
| Cooling_Setpoint_RL | 0.37914506 |
| Heating_Setpoint_RL | -0.67060727 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.904613 |
| Heating_Setpoint_RL | 13.852834 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.60832083 |
| air_humidity | 1.5505513 |
| air_temperature | -0.47507367 |
| clg_setpoint | -1.2236389 |
| co2_emission | 0.0 |
| day_of_month | 0.74701333 |
| diffuse_solar_radiation | 0.5022675 |
| direct_solar_radiation | -0.44039974 |
| hour | -0.93821096 |
| htg_setpoint | -0.4823811 |
| month | -0.14798264 |
| outdoor_humidity | 0.45979488 |
| outdoor_temperature | 0.5068136 |
| people_occupant | -0.68890655 |
| total_electricity_HVAC | -0.6149584 |
| wind_direction | -1.4159532 |
| wind_speed | -1.1857902 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 55.93281 |
| air_temperature | 21.854412 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 119.5 |
| direct_solar_radiation | 39.5 |
| hour | 5.0 |
| htg_setpoint | 15.732168 |
| month | 5.0 |
| outdoor_humidity | 78.0 |
| outdoor_temperature | 15.581248 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 30.0 |
| wind_speed | 2.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 39%
| action_network/ | |
| Cooling_Setpoint_RL | 0.78152287 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.26264 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.608517 |
| air_humidity | 1.2679999 |
| air_temperature | -0.42952722 |
| clg_setpoint | 0.9262774 |
| co2_emission | 0.0 |
| day_of_month | 0.8603638 |
| diffuse_solar_radiation | 1.3599285 |
| direct_solar_radiation | -0.111077555 |
| hour | -0.79372567 |
| htg_setpoint | -0.120929986 |
| month | -0.14782731 |
| outdoor_humidity | 1.3511497 |
| outdoor_temperature | 0.32025206 |
| people_occupant | -0.6892638 |
| total_electricity_HVAC | -0.61514807 |
| wind_direction | -0.5680781 |
| wind_speed | -1.185311 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 52.43176 |
| air_temperature | 21.934097 |
| clg_setpoint | 28.730309 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 202.5 |
| direct_solar_radiation | 121.5 |
| hour | 6.0 |
| htg_setpoint | 17.203861 |
| month | 5.0 |
| outdoor_humidity | 97.0 |
| outdoor_temperature | 13.805297 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 120.0 |
| wind_speed | 2.1 |
--------------------------------------------------
-------------------------------------------------*------------------------------------------------------------| 39%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6083229 |
| air_humidity | 2.6200674 |
| air_temperature | -0.5527771 |
| clg_setpoint | 1.4251944 |
| co2_emission | 0.0 |
| day_of_month | 0.97336954 |
| diffuse_solar_radiation | 0.9846728 |
| direct_solar_radiation | -0.58583456 |
| hour | -0.64925355 |
| htg_setpoint | -0.36429465 |
| month | -0.14767247 |
| outdoor_humidity | 1.4878459 |
| outdoor_temperature | 0.53802055 |
| people_occupant | -0.6896197 |
| total_electricity_HVAC | -0.61497134 |
| wind_direction | -0.66039675 |
| wind_speed | 0.089700304 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 69.43036 |
| air_temperature | 21.72368 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 166.5 |
| direct_solar_radiation | 3.0 |
| hour | 7.0 |
| htg_setpoint | 16.217842 |
| month | 5.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 15.896879 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 110.0 |
| wind_speed | 5.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 40%
| action_network/ | |
| Cooling_Setpoint_RL | 0.8322412 |
| Heating_Setpoint_RL | 0.3395626 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.433815 |
| Heating_Setpoint_RL | 19.53504 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.40790892 |
| air_humidity | 0.84172815 |
| air_temperature | -0.007417446 |
| clg_setpoint | -1.1573968 |
| co2_emission | 0.0 |
| day_of_month | 1.0859339 |
| diffuse_solar_radiation | 1.8670789 |
| direct_solar_radiation | 1.8019758 |
| hour | -0.5047898 |
| htg_setpoint | -1.3350142 |
| month | -0.14751811 |
| outdoor_humidity | 0.17400947 |
| outdoor_temperature | 0.59672314 |
| people_occupant | -0.68997425 |
| total_electricity_HVAC | -0.4064762 |
| wind_direction | -0.0017091085 |
| wind_speed | 1.3220274 |
| observation/ | |
| HVAC_electricity_demand_rate | 993.85614 |
| air_humidity | 47.27361 |
| air_temperature | 22.661167 |
| clg_setpoint | 23.414194 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 251.5 |
| direct_solar_radiation | 597.5 |
| hour | 8.0 |
| htg_setpoint | 12.270449 |
| month | 5.0 |
| outdoor_humidity | 72.0 |
| outdoor_temperature | 16.463074 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 971273.0 |
| wind_direction | 180.0 |
| wind_speed | 8.2 |
---------------------------------------------------
-------------------------------------------------**-----------------------------------------------------------| 40%
| action_network/ | |
| Cooling_Setpoint_RL | -0.83462936 |
| Heating_Setpoint_RL | -0.52591705 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.808126 |
| Heating_Setpoint_RL | 14.666717 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.47202796 |
| air_humidity | -0.22351716 |
| air_temperature | 0.09612024 |
| clg_setpoint | 0.39808273 |
| co2_emission | 0.0 |
| day_of_month | 1.1979498 |
| diffuse_solar_radiation | 2.6814764 |
| direct_solar_radiation | 1.3516365 |
| hour | -0.36033097 |
| htg_setpoint | -1.4000232 |
| month | -0.14736424 |
| outdoor_humidity | -1.1366507 |
| outdoor_temperature | 1.042166 |
| people_occupant | -0.6889353 |
| total_electricity_HVAC | -0.48826927 |
| wind_direction | 0.4689044 |
| wind_speed | 2.5925913 |
| observation/ | |
| HVAC_electricity_demand_rate | 700.16675 |
| air_humidity | 33.915485 |
| air_temperature | 22.838379 |
| clg_setpoint | 27.381535 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 330.5 |
| direct_solar_radiation | 485.5 |
| hour | 9.0 |
| htg_setpoint | 12.0 |
| month | 5.0 |
| outdoor_humidity | 44.0 |
| outdoor_temperature | 20.731976 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 617523.75 |
| wind_direction | 230.0 |
| wind_speed | 11.3 |
-------------------------------------------------
--------------------------------------------------*-----------------------------------------------------------| 40%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.8761418 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 22.553299 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.115803026 |
| air_humidity | 0.064861454 |
| air_temperature | 0.3361109 |
| clg_setpoint | -1.2228545 |
| co2_emission | 0.0 |
| day_of_month | 1.3092995 |
| diffuse_solar_radiation | 3.351669 |
| direct_solar_radiation | 0.53877383 |
| hour | -0.21587436 |
| htg_setpoint | -1.3980854 |
| month | -0.14721085 |
| outdoor_humidity | -0.8536776 |
| outdoor_temperature | 0.56264126 |
| people_occupant | 1.6960356 |
| total_electricity_HVAC | -0.09786042 |
| wind_direction | 1.1264176 |
| wind_speed | 0.2915754 |
| observation/ | |
| HVAC_electricity_demand_rate | 2310.5027 |
| air_humidity | 37.52079 |
| air_temperature | 23.249416 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 396.0 |
| direct_solar_radiation | 283.0 |
| hour | 10.0 |
| htg_setpoint | 12.0 |
| month | 5.0 |
| outdoor_humidity | 50.0 |
| outdoor_temperature | 16.15877 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2288086.0 |
| wind_direction | 300.0 |
| wind_speed | 5.7 |
--------------------------------------------------
-------------------------------------------------**-----------------------------------------------------------| 40%
| action_network/ | |
| Cooling_Setpoint_RL | -0.9524904 |
| Heating_Setpoint_RL | -0.8861965 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.410345 |
| Heating_Setpoint_RL | 12.640144 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5097414 |
| air_humidity | 0.17611368 |
| air_temperature | 1.8352615 |
| clg_setpoint | 1.4250112 |
| co2_emission | 0.0 |
| day_of_month | 1.4198565 |
| diffuse_solar_radiation | 2.6966403 |
| direct_solar_radiation | 1.7132481 |
| hour | -0.0714184 |
| htg_setpoint | -1.1272765 |
| month | -0.14705794 |
| outdoor_humidity | -1.6460426 |
| outdoor_temperature | 1.4657639 |
| people_occupant | 1.218262 |
| total_electricity_HVAC | -0.5234866 |
| wind_direction | 1.1233435 |
| wind_speed | -0.16034156 |
| observation/ | |
| HVAC_electricity_demand_rate | 527.1842 |
| air_humidity | 38.914577 |
| air_temperature | 25.818298 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 333.0 |
| direct_solar_radiation | 576.0 |
| hour | 11.0 |
| htg_setpoint | 13.097027 |
| month | 5.0 |
| outdoor_humidity | 33.0 |
| outdoor_temperature | 24.803509 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 464528.72 |
| wind_direction | 300.0 |
| wind_speed | 4.6 |
| train/ | |
| approx_kl | 0.009517068 |
| clip_fraction | 0.0901 |
| clip_range | 0.2 |
| entropy_loss | -2.72 |
| explained_variance | 0.518 |
| learning_rate | 0.0003 |
| loss | 0.646 |
| n_updates | 240 |
| policy_gradient_loss | -0.0108 |
| std | 0.937 |
| value_loss | 3.04 |
-------------------------------------------------
--------------------------------------------------**----------------------------------------------------------| 41%
| action_network/ | |
| Cooling_Setpoint_RL | 0.14845592 |
| Heating_Setpoint_RL | 0.5692137 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.126038 |
| Heating_Setpoint_RL | 20.826828 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.32096493 |
| air_humidity | 0.5815977 |
| air_temperature | 1.7726861 |
| clg_setpoint | -0.09891225 |
| co2_emission | 0.0 |
| day_of_month | 1.5294865 |
| diffuse_solar_radiation | 2.0428421 |
| direct_solar_radiation | 2.1382947 |
| hour | 0.07303753 |
| htg_setpoint | -1.3965434 |
| month | -0.14690548 |
| outdoor_humidity | -1.5512865 |
| outdoor_temperature | 1.7947836 |
| people_occupant | 0.2641492 |
| total_electricity_HVAC | -0.3999081 |
| wind_direction | -0.007803499 |
| wind_speed | 0.9096487 |
| observation/ | |
| HVAC_electricity_demand_rate | 1382.5634 |
| air_humidity | 44.025253 |
| air_temperature | 25.710583 |
| clg_setpoint | 26.111204 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 270.0 |
| direct_solar_radiation | 682.5 |
| hour | 12.0 |
| htg_setpoint | 12.0 |
| month | 5.0 |
| outdoor_humidity | 35.0 |
| outdoor_temperature | 27.980436 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 995106.2 |
| wind_direction | 180.0 |
| wind_speed | 7.2 |
--------------------------------------------------
--------------------------------------------------**----------------------------------------------------------| 41%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.028784752 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.463085 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.016564947 |
| air_humidity | 0.6723206 |
| air_temperature | 1.5732812 |
| clg_setpoint | -0.38910043 |
| co2_emission | 0.0 |
| day_of_month | 1.6380478 |
| diffuse_solar_radiation | 1.4525697 |
| direct_solar_radiation | 2.2463984 |
| hour | 0.21749306 |
| htg_setpoint | -1.3957322 |
| month | -0.14675352 |
| outdoor_humidity | -1.9242319 |
| outdoor_temperature | 1.8413352 |
| people_occupant | 1.216602 |
| total_electricity_HVAC | -0.039743636 |
| wind_direction | 0.08675934 |
| wind_speed | -0.1571145 |
| observation/ | |
| HVAC_electricity_demand_rate | 2908.4802 |
| air_humidity | 45.18752 |
| air_temperature | 25.368795 |
| clg_setpoint | 25.369184 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 213.0 |
| direct_solar_radiation | 710.0 |
| hour | 13.0 |
| htg_setpoint | 12.0 |
| month | 5.0 |
| outdoor_humidity | 27.0 |
| outdoor_temperature | 28.463045 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 2536471.0 |
| wind_direction | 190.0 |
| wind_speed | 4.6 |
--------------------------------------------------
-------------------------------------------------***----------------------------------------------------------| 41%
| action_network/ | |
| Cooling_Setpoint_RL | 0.034458518 |
| Heating_Setpoint_RL | -0.69303393 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.741297 |
| Heating_Setpoint_RL | 13.726685 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.16759835 |
| air_humidity | 0.72901684 |
| air_temperature | 1.8875486 |
| clg_setpoint | -0.14004552 |
| co2_emission | 0.0 |
| day_of_month | 1.7453934 |
| diffuse_solar_radiation | 1.662847 |
| direct_solar_radiation | 1.6598347 |
| hour | 0.36194682 |
| htg_setpoint | 0.2419487 |
| month | -0.14660202 |
| outdoor_humidity | -0.6602721 |
| outdoor_temperature | 1.6507013 |
| people_occupant | 1.6920379 |
| total_electricity_HVAC | -0.24621752 |
| wind_direction | -0.19447857 |
| wind_speed | 0.70687497 |
| observation/ | |
| HVAC_electricity_demand_rate | 2078.0322 |
| air_humidity | 45.923355 |
| air_temperature | 25.90593 |
| clg_setpoint | 26.002249 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 233.5 |
| direct_solar_radiation | 564.5 |
| hour | 14.0 |
| htg_setpoint | 18.664062 |
| month | 5.0 |
| outdoor_humidity | 54.0 |
| outdoor_temperature | 26.674305 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1655261.2 |
| wind_direction | 160.0 |
| wind_speed | 6.7 |
-------------------------------------------------
-------------------------------------------------***----------------------------------------------------------| 41%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.40397128 |
| air_humidity | -0.18220493 |
| air_temperature | 1.1762214 |
| clg_setpoint | 1.4273158 |
| co2_emission | 0.0 |
| day_of_month | -1.6686475 |
| diffuse_solar_radiation | 1.093792 |
| direct_solar_radiation | 1.2783546 |
| hour | 0.5063966 |
| htg_setpoint | -1.3947461 |
| month | 0.1475132 |
| outdoor_humidity | -1.9254504 |
| outdoor_temperature | 1.9325547 |
| people_occupant | -0.689665 |
| total_electricity_HVAC | -0.42067915 |
| wind_direction | 1.0303185 |
| wind_speed | 1.3232162 |
| observation/ | |
| HVAC_electricity_demand_rate | 1009.71594 |
| air_humidity | 34.53883 |
| air_temperature | 24.688583 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 178.5 |
| direct_solar_radiation | 469.5 |
| hour | 15.0 |
| htg_setpoint | 12.0 |
| month | 6.0 |
| outdoor_humidity | 27.0 |
| outdoor_temperature | 29.404476 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 908744.4 |
| wind_direction | 290.0 |
| wind_speed | 8.2 |
-------------------------------------------------
-------------------------------------------------****---------------------------------------------------------| 42%
| action_network/ | |
| Cooling_Setpoint_RL | 0.9375984 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.789394 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.11854183 |
| air_humidity | -1.2640731 |
| air_temperature | 0.59301543 |
| clg_setpoint | -1.0474424 |
| co2_emission | 0.0 |
| day_of_month | -1.5493422 |
| diffuse_solar_radiation | 0.3158997 |
| direct_solar_radiation | 1.4928557 |
| hour | 0.650839 |
| htg_setpoint | 0.06606661 |
| month | 0.1473615 |
| outdoor_humidity | -1.5466535 |
| outdoor_temperature | 1.3071103 |
| people_occupant | -0.68864137 |
| total_electricity_HVAC | -0.1061385 |
| wind_direction | 1.4038019 |
| wind_speed | 1.1175095 |
| observation/ | |
| HVAC_electricity_demand_rate | 2294.0676 |
| air_humidity | 20.979498 |
| air_temperature | 23.692259 |
| clg_setpoint | 23.692396 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 103.0 |
| direct_solar_radiation | 524.0 |
| hour | 16.0 |
| htg_setpoint | 17.941227 |
| month | 6.0 |
| outdoor_humidity | 35.0 |
| outdoor_temperature | 23.440681 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2248776.8 |
| wind_direction | 330.0 |
| wind_speed | 7.7 |
-------------------------------------------------
-------------------------------------------------****---------------------------------------------------------| 42%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.34042642 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.539898 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.176919 |
| air_humidity | 0.8629314 |
| air_temperature | 0.33690113 |
| clg_setpoint | -1.220978 |
| co2_emission | 0.0 |
| day_of_month | -1.4311948 |
| diffuse_solar_radiation | -0.1067383 |
| direct_solar_radiation | 0.7339842 |
| hour | 0.7952699 |
| htg_setpoint | -0.48177898 |
| month | 0.14721027 |
| outdoor_humidity | -0.23464061 |
| outdoor_temperature | 0.6798265 |
| people_occupant | 1.6947609 |
| total_electricity_HVAC | -0.13577777 |
| wind_direction | 0.27142408 |
| wind_speed | 0.7064114 |
| observation/ | |
| HVAC_electricity_demand_rate | 2029.5038 |
| air_humidity | 47.596096 |
| air_temperature | 23.255453 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 62.0 |
| direct_solar_radiation | 335.0 |
| hour | 17.0 |
| htg_setpoint | 15.706862 |
| month | 6.0 |
| outdoor_humidity | 63.0 |
| outdoor_temperature | 17.440145 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2120930.2 |
| wind_direction | 210.0 |
| wind_speed | 6.7 |
-------------------------------------------------
-------------------------------------------------****---------------------------------------------------------| 42%
| action_network/ | |
| Cooling_Setpoint_RL | 0.3891648 |
| Heating_Setpoint_RL | -0.78541505 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.93843 |
| Heating_Setpoint_RL | 13.207041 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.34752756 |
| air_humidity | 0.9987861 |
| air_temperature | 0.33285248 |
| clg_setpoint | -1.2208177 |
| co2_emission | 0.0 |
| day_of_month | -1.3140215 |
| diffuse_solar_radiation | -0.45276475 |
| direct_solar_radiation | -0.55784696 |
| hour | 0.9396842 |
| htg_setpoint | 0.021096505 |
| month | 0.1470595 |
| outdoor_humidity | -0.5594101 |
| outdoor_temperature | 0.82210433 |
| people_occupant | 0.50230795 |
| total_electricity_HVAC | -0.35183454 |
| wind_direction | 0.08228404 |
| wind_speed | 0.09108473 |
| observation/ | |
| HVAC_electricity_demand_rate | 1261.206 |
| air_humidity | 49.296444 |
| air_temperature | 23.24947 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 28.5 |
| direct_solar_radiation | 11.5 |
| hour | 18.0 |
| htg_setpoint | 17.753513 |
| month | 6.0 |
| outdoor_humidity | 56.0 |
| outdoor_temperature | 18.821716 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 1199904.8 |
| wind_direction | 190.0 |
| wind_speed | 5.2 |
-------------------------------------------------
--------------------------------------------------****--------------------------------------------------------| 43%
| action_network/ | |
| Cooling_Setpoint_RL | -0.025453381 |
| Heating_Setpoint_RL | -0.45786622 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.539095 |
| Heating_Setpoint_RL | 15.049502 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6083473 |
| air_humidity | 1.1541849 |
| air_temperature | 0.668596 |
| clg_setpoint | 1.423929 |
| co2_emission | 0.0 |
| day_of_month | -1.197658 |
| diffuse_solar_radiation | -0.74658746 |
| direct_solar_radiation | -0.6041496 |
| hour | 1.0840758 |
| htg_setpoint | 0.9185317 |
| month | 0.14690919 |
| outdoor_humidity | 0.4702654 |
| outdoor_temperature | 0.65137553 |
| people_occupant | -0.45138165 |
| total_electricity_HVAC | -0.6150111 |
| wind_direction | -0.10635991 |
| wind_speed | 0.29735142 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 51.255657 |
| air_temperature | 23.82274 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 21.406929 |
| month | 6.0 |
| outdoor_humidity | 78.0 |
| outdoor_temperature | 17.196102 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 170.0 |
| wind_speed | 5.7 |
--------------------------------------------------
--------------------------------------------------****--------------------------------------------------------| 43%
| action_network/ | |
| Cooling_Setpoint_RL | -0.095000505 |
| Heating_Setpoint_RL | 0.84083533 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.304373 |
| Heating_Setpoint_RL | 22.354698 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.0051024044 |
| air_humidity | 2.361167 |
| air_temperature | 0.3323021 |
| clg_setpoint | 1.2633803 |
| co2_emission | 0.0 |
| day_of_month | -1.0819583 |
| diffuse_solar_radiation | -0.7469467 |
| direct_solar_radiation | -0.60355824 |
| hour | 1.2284378 |
| htg_setpoint | 1.3703772 |
| month | 0.14675935 |
| outdoor_humidity | 1.4982122 |
| outdoor_temperature | 0.7893825 |
| people_occupant | -0.45179394 |
| total_electricity_HVAC | 6.376687e-05 |
| wind_direction | 0.08197916 |
| wind_speed | 0.9129215 |
| observation/ | |
| HVAC_electricity_demand_rate | 2845.2683 |
| air_humidity | 66.459 |
| air_temperature | 23.249966 |
| clg_setpoint | 29.591 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 23.25 |
| month | 6.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 18.528522 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 2696740.0 |
| wind_direction | 190.0 |
| wind_speed | 7.2 |
--------------------------------------------------
-------------------------------------------------*****--------------------------------------------------------| 43%
| action_network/ | |
| Cooling_Setpoint_RL | -0.17470968 |
| Heating_Setpoint_RL | 0.5852868 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.035355 |
| Heating_Setpoint_RL | 20.917238 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.3391639 |
| air_humidity | 0.5520605 |
| air_temperature | 0.33173692 |
| clg_setpoint | 1.3668501 |
| co2_emission | 0.0 |
| day_of_month | -0.9667931 |
| diffuse_solar_radiation | -0.7471867 |
| direct_solar_radiation | -0.60377544 |
| hour | 1.3727622 |
| htg_setpoint | 1.3700448 |
| month | 0.14660995 |
| outdoor_humidity | -0.5149063 |
| outdoor_temperature | 1.1400914 |
| people_occupant | -0.69037753 |
| total_electricity_HVAC | -0.10523023 |
| wind_direction | -1.3334028 |
| wind_speed | -0.56772965 |
| observation/ | |
| HVAC_electricity_demand_rate | 1298.8374 |
| air_humidity | 43.857086 |
| air_temperature | 23.249687 |
| clg_setpoint | 29.855024 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 23.25 |
| month | 6.0 |
| outdoor_humidity | 57.0 |
| outdoor_temperature | 21.912638 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2249482.8 |
| wind_direction | 40.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------****--------------------------------------------------------| 43%
| action_network/ | |
| Cooling_Setpoint_RL | 0.4612167 |
| Heating_Setpoint_RL | -0.52705014 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.181606 |
| Heating_Setpoint_RL | 14.660343 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.31526464 |
| air_humidity | -0.073932275 |
| air_temperature | 0.2890454 |
| clg_setpoint | -0.0703208 |
| co2_emission | 0.0 |
| day_of_month | -0.8520486 |
| diffuse_solar_radiation | -0.74689275 |
| direct_solar_radiation | -0.60358244 |
| hour | 1.5170405 |
| htg_setpoint | 1.3517725 |
| month | 0.14646101 |
| outdoor_humidity | -0.84222233 |
| outdoor_temperature | 0.9721619 |
| people_occupant | -0.68936443 |
| total_electricity_HVAC | 0.22493471 |
| wind_direction | 1.3082794 |
| wind_speed | -0.566102 |
| observation/ | |
| HVAC_electricity_demand_rate | 1403.7941 |
| air_humidity | 35.99758 |
| air_temperature | 23.177408 |
| clg_setpoint | 26.187922 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 23.177595 |
| month | 6.0 |
| outdoor_humidity | 50.0 |
| outdoor_temperature | 20.328197 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3650372.2 |
| wind_direction | 320.0 |
| wind_speed | 3.6 |
--------------------------------------------------
--------------------------------------------------*****-------------------------------------------------------| 44%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.7385005 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 13.470935 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.07118576 |
| air_humidity | 0.7613207 |
| air_temperature | -0.1952197 |
| clg_setpoint | -0.89400256 |
| co2_emission | 0.0 |
| day_of_month | -0.737626 |
| diffuse_solar_radiation | -0.74732506 |
| direct_solar_radiation | -0.60427386 |
| hour | 1.6612628 |
| htg_setpoint | 1.1498997 |
| month | 0.14631253 |
| outdoor_humidity | 0.09529226 |
| outdoor_temperature | 0.63561517 |
| people_occupant | -0.68835574 |
| total_electricity_HVAC | -0.021358749 |
| wind_direction | 0.6490675 |
| wind_speed | -0.7721745 |
| observation/ | |
| HVAC_electricity_demand_rate | 2496.5876 |
| air_humidity | 46.47457 |
| air_temperature | 22.35411 |
| clg_setpoint | 24.087158 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 22.35411 |
| month | 6.0 |
| outdoor_humidity | 70.0 |
| outdoor_temperature | 17.11856 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2600184.5 |
| wind_direction | 250.0 |
| wind_speed | 3.1 |
--------------------------------------------------
-------------------------------------------------******-------------------------------------------------------| 44%
| action_network/ | |
| Cooling_Setpoint_RL | -0.9934356 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.272154 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.15824048 |
| air_humidity | 1.0880904 |
| air_temperature | 0.3308566 |
| clg_setpoint | 1.4225653 |
| co2_emission | 0.0 |
| day_of_month | -0.5100578 |
| diffuse_solar_radiation | -0.74728674 |
| direct_solar_radiation | -0.6047847 |
| hour | -1.6610813 |
| htg_setpoint | 1.3694985 |
| month | 0.1461645 |
| outdoor_humidity | 1.0326549 |
| outdoor_temperature | 0.48919606 |
| people_occupant | -0.68870133 |
| total_electricity_HVAC | 0.11353112 |
| wind_direction | -0.57551444 |
| wind_speed | -0.7720264 |
| observation/ | |
| HVAC_electricity_demand_rate | 3524.8289 |
| air_humidity | 50.588997 |
| air_temperature | 23.24963 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 23.25 |
| month | 6.0 |
| outdoor_humidity | 90.0 |
| outdoor_temperature | 15.72869 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3172346.0 |
| wind_direction | 120.0 |
| wind_speed | 3.1 |
-------------------------------------------------
---------------------------------------------------****-------------------------------------------------------| 44%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5370424 |
| air_humidity | 0.9855133 |
| air_temperature | -0.5767437 |
| clg_setpoint | -1.2207346 |
| co2_emission | 0.0 |
| day_of_month | -0.3959654 |
| diffuse_solar_radiation | -0.74759626 |
| direct_solar_radiation | -0.6044128 |
| hour | -1.5164336 |
| htg_setpoint | -0.6635207 |
| month | 0.14601693 |
| outdoor_humidity | 1.0314026 |
| outdoor_temperature | 0.84084904 |
| people_occupant | -0.6890456 |
| total_electricity_HVAC | -0.5469197 |
| wind_direction | -0.0092467265 |
| wind_speed | 0.2991857 |
| observation/ | |
| HVAC_electricity_demand_rate | 407.78433 |
| air_humidity | 49.349968 |
| air_temperature | 21.708214 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 14.973758 |
| month | 6.0 |
| outdoor_humidity | 90.0 |
| outdoor_temperature | 19.106646 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 368849.84 |
| wind_direction | 180.0 |
| wind_speed | 5.7 |
---------------------------------------------------
--------------------------------------------------******------------------------------------------------------| 45%
| action_network/ | |
| Cooling_Setpoint_RL | -0.2509244 |
| Heating_Setpoint_RL | 0.88224304 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.77813 |
| Heating_Setpoint_RL | 22.587616 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.60866445 |
| air_humidity | 2.9151266 |
| air_temperature | -0.55621135 |
| clg_setpoint | -0.031273894 |
| co2_emission | 0.0 |
| day_of_month | -0.2819692 |
| diffuse_solar_radiation | -0.74776703 |
| direct_solar_radiation | -0.60385984 |
| hour | -1.3718354 |
| htg_setpoint | -0.5196278 |
| month | 0.14586979 |
| outdoor_humidity | 1.357554 |
| outdoor_temperature | 0.63396055 |
| people_occupant | -0.6893886 |
| total_electricity_HVAC | -0.6154568 |
| wind_direction | 0.17939459 |
| wind_speed | -0.15550016 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 73.72432 |
| air_temperature | 21.744146 |
| clg_setpoint | 26.287071 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 15.559769 |
| month | 6.0 |
| outdoor_humidity | 97.0 |
| outdoor_temperature | 17.140501 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 200.0 |
| wind_speed | 4.6 |
--------------------------------------------------
--------------------------------------------------******------------------------------------------------------| 45%
| action_network/ | |
| Cooling_Setpoint_RL | 0.644511 |
| Heating_Setpoint_RL | -0.075268626 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.800224 |
| Heating_Setpoint_RL | 17.201614 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.53884125 |
| air_humidity | 2.342424 |
| air_temperature | -0.8563458 |
| clg_setpoint | 1.27893 |
| co2_emission | 0.0 |
| day_of_month | -0.16802874 |
| diffuse_solar_radiation | -0.7481974 |
| direct_solar_radiation | -0.6038381 |
| hour | -1.2272772 |
| htg_setpoint | -0.830632 |
| month | 0.14572309 |
| outdoor_humidity | 1.4954691 |
| outdoor_temperature | 0.9159135 |
| people_occupant | -0.6897302 |
| total_electricity_HVAC | -0.5491488 |
| wind_direction | -0.19868968 |
| wind_speed | -0.36193976 |
| observation/ | |
| HVAC_electricity_demand_rate | 400.64178 |
| air_humidity | 66.63907 |
| air_temperature | 21.235851 |
| clg_setpoint | 29.632215 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 14.292553 |
| month | 6.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 19.85491 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 360577.6 |
| wind_direction | 160.0 |
| wind_speed | 4.1 |
--------------------------------------------------
--------------------------------------------------******------------------------------------------------------| 45%
| action_network/ | |
| Cooling_Setpoint_RL | 0.5831642 |
| Heating_Setpoint_RL | -0.30550832 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.59318 |
| Heating_Setpoint_RL | 15.906516 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.48090667 |
| air_humidity | -0.09000953 |
| air_temperature | 0.32978016 |
| clg_setpoint | 1.4225094 |
| co2_emission | 0.0 |
| day_of_month | -0.054116443 |
| diffuse_solar_radiation | -0.24841252 |
| direct_solar_radiation | -0.5921227 |
| hour | -1.0827507 |
| htg_setpoint | 1.3694632 |
| month | 0.14557685 |
| outdoor_humidity | 1.1662792 |
| outdoor_temperature | 0.96648407 |
| people_occupant | -0.69007057 |
| total_electricity_HVAC | 0.19798414 |
| wind_direction | -0.7662117 |
| wind_speed | -0.9806476 |
| observation/ | |
| HVAC_electricity_demand_rate | 661.1649 |
| air_humidity | 35.95388 |
| air_temperature | 23.24959 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 49.0 |
| direct_solar_radiation | 3.0 |
| hour | 4.0 |
| htg_setpoint | 23.25 |
| month | 6.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 20.361567 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3526295.2 |
| wind_direction | 100.0 |
| wind_speed | 2.6 |
--------------------------------------------------
-------------------------------------------------********-----------------------------------------------------| 46%
| action_network/ | |
| Cooling_Setpoint_RL | -0.46898812 |
| Heating_Setpoint_RL | 0.6710742 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.042166 |
| Heating_Setpoint_RL | 21.399792 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5919319 |
| air_humidity | -1.1646588 |
| air_temperature | -0.38370913 |
| clg_setpoint | 1.4216048 |
| co2_emission | 0.0 |
| day_of_month | 0.05978263 |
| diffuse_solar_radiation | -0.3257072 |
| direct_solar_radiation | -0.60446376 |
| hour | -0.9382485 |
| htg_setpoint | -0.8809001 |
| month | 0.14543103 |
| outdoor_humidity | 1.492845 |
| outdoor_temperature | 0.8023624 |
| people_occupant | -0.6890721 |
| total_electricity_HVAC | -0.59965676 |
| wind_direction | -1.2390096 |
| wind_speed | -0.77367216 |
| observation/ | |
| HVAC_electricity_demand_rate | 163.24586 |
| air_humidity | 22.35413 |
| air_temperature | 22.041033 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 41.5 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 14.085043 |
| month | 6.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 18.82239 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 146921.27 |
| wind_direction | 50.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------*******-----------------------------------------------------| 46%
| action_network/ | |
| Cooling_Setpoint_RL | -0.74945736 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.095581 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5567345 |
| air_humidity | -1.3176435 |
| air_temperature | -0.5916627 |
| clg_setpoint | 1.186317 |
| co2_emission | 0.0 |
| day_of_month | 0.1736708 |
| diffuse_solar_radiation | 0.097047195 |
| direct_solar_radiation | -0.6042636 |
| hour | -0.79376423 |
| htg_setpoint | -0.32261738 |
| month | 0.14528565 |
| outdoor_humidity | 1.022861 |
| outdoor_temperature | 0.99052507 |
| people_occupant | -0.6880779 |
| total_electricity_HVAC | -0.56619877 |
| wind_direction | -0.007507401 |
| wind_speed | -1.1848824 |
| observation/ | |
| HVAC_electricity_demand_rate | 318.55194 |
| air_humidity | 20.358965 |
| air_temperature | 21.689543 |
| clg_setpoint | 29.401733 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 83.0 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 16.355446 |
| month | 6.0 |
| outdoor_humidity | 90.0 |
| outdoor_temperature | 20.653559 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 286696.75 |
| wind_direction | 180.0 |
| wind_speed | 2.1 |
--------------------------------------------------
-------------------------------------------------********-----------------------------------------------------| 46%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.4979897 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 14.823808 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.55605805 |
| air_humidity | 0.83059406 |
| air_temperature | -0.8247568 |
| clg_setpoint | 0.6790662 |
| co2_emission | 0.0 |
| day_of_month | 0.2875379 |
| diffuse_solar_radiation | 0.43267828 |
| direct_solar_radiation | -0.6044198 |
| hour | -0.6492924 |
| htg_setpoint | -1.0356268 |
| month | 0.14514072 |
| outdoor_humidity | 1.4894133 |
| outdoor_temperature | 1.0267783 |
| people_occupant | -0.6884193 |
| total_electricity_HVAC | -0.56558716 |
| wind_direction | 0.74976325 |
| wind_speed | -0.35856968 |
| observation/ | |
| HVAC_electricity_demand_rate | 323.10617 |
| air_humidity | 47.551632 |
| air_temperature | 21.296165 |
| clg_setpoint | 28.105282 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 116.0 |
| direct_solar_radiation | 0.0 |
| hour | 7.0 |
| htg_setpoint | 13.451333 |
| month | 6.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 21.025146 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 290795.56 |
| wind_direction | 260.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------*******-----------------------------------------------------| 46%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.596966 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 14.267066 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.3661522 |
| air_humidity | 0.47365254 |
| air_temperature | 1.5441167 |
| clg_setpoint | -0.41628388 |
| co2_emission | 0.0 |
| day_of_month | 0.4013614 |
| diffuse_solar_radiation | 1.0034095 |
| direct_solar_radiation | 1.9746466 |
| hour | -0.5048287 |
| htg_setpoint | -0.5797688 |
| month | 0.14499621 |
| outdoor_humidity | -0.66700625 |
| outdoor_temperature | 2.1765826 |
| people_occupant | 1.6948525 |
| total_electricity_HVAC | 0.3323933 |
| wind_direction | 0.9390064 |
| wind_speed | -0.5649352 |
| observation/ | |
| HVAC_electricity_demand_rate | 4438.2476 |
| air_humidity | 43.051617 |
| air_temperature | 25.306177 |
| clg_setpoint | 25.306185 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 172.0 |
| direct_solar_radiation | 645.5 |
| hour | 8.0 |
| htg_setpoint | 15.303787 |
| month | 6.0 |
| outdoor_humidity | 54.0 |
| outdoor_temperature | 32.09976 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 4085867.8 |
| wind_direction | 280.0 |
| wind_speed | 3.6 |
| train/ | |
| approx_kl | 0.0070953383 |
| clip_fraction | 0.0728 |
| clip_range | 0.2 |
| entropy_loss | -2.71 |
| explained_variance | 0.353 |
| learning_rate | 0.0003 |
| loss | 1.45 |
| n_updates | 250 |
| policy_gradient_loss | -0.0104 |
| std | 0.942 |
| value_loss | 3.56 |
--------------------------------------------------
-------------------------------------------------*********----------------------------------------------------| 47%
| action_network/ | |
| Cooling_Setpoint_RL | -0.64042604 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.463562 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.0184816 |
| air_humidity | 1.1040756 |
| air_temperature | 0.32791886 |
| clg_setpoint | -1.2204483 |
| co2_emission | 0.0 |
| day_of_month | 0.5151065 |
| diffuse_solar_radiation | 2.1940644 |
| direct_solar_radiation | 1.6429557 |
| hour | -0.36036956 |
| htg_setpoint | -0.64235663 |
| month | 0.14485213 |
| outdoor_humidity | -0.7130434 |
| outdoor_temperature | 1.6833364 |
| people_occupant | 1.6937537 |
| total_electricity_HVAC | 0.930681 |
| wind_direction | -0.7654032 |
| wind_speed | -0.56509 |
| observation/ | |
| HVAC_electricity_demand_rate | 7349.3257 |
| air_humidity | 51.032696 |
| air_temperature | 23.249258 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 289.0 |
| direct_solar_radiation | 563.0 |
| hour | 9.0 |
| htg_setpoint | 15.045346 |
| month | 6.0 |
| outdoor_humidity | 53.0 |
| outdoor_temperature | 27.429136 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 6614393.0 |
| wind_direction | 100.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------********----------------------------------------------------| 47%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.38872695 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.438411 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.5331764 |
| air_humidity | 1.7718762 |
| air_temperature | 0.32753396 |
| clg_setpoint | -1.2196872 |
| co2_emission | 0.0 |
| day_of_month | 0.62872624 |
| diffuse_solar_radiation | 2.3040226 |
| direct_solar_radiation | -0.6059383 |
| hour | -0.21591258 |
| htg_setpoint | -0.63055307 |
| month | 0.1447085 |
| outdoor_humidity | 1.1617706 |
| outdoor_temperature | 0.9948543 |
| people_occupant | 1.6926606 |
| total_electricity_HVAC | 0.469463 |
| wind_direction | -0.007344786 |
| wind_speed | -0.1512135 |
| observation/ | |
| HVAC_electricity_demand_rate | 5183.808 |
| air_humidity | 59.488537 |
| air_temperature | 23.248878 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 300.0 |
| direct_solar_radiation | 0.0 |
| hour | 10.0 |
| htg_setpoint | 15.09189 |
| month | 6.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 20.838306 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 4665427.5 |
| wind_direction | 180.0 |
| wind_speed | 4.6 |
--------------------------------------------------
-------------------------------------------------*********----------------------------------------------------| 47%
| action_network/ | |
| Cooling_Setpoint_RL | -0.6985251 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.267477 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.3086927 |
| air_humidity | -0.8486202 |
| air_temperature | 0.9591056 |
| clg_setpoint | -0.01001345 |
| co2_emission | 0.0 |
| day_of_month | 0.7421619 |
| diffuse_solar_radiation | 1.1734265 |
| direct_solar_radiation | 2.1247032 |
| hour | -0.07145622 |
| htg_setpoint | -1.3888216 |
| month | 0.14456527 |
| outdoor_humidity | -1.6506089 |
| outdoor_temperature | 2.0157478 |
| people_occupant | -0.689772 |
| total_electricity_HVAC | -0.32828566 |
| wind_direction | -1.6207111 |
| wind_speed | -0.3586647 |
| observation/ | |
| HVAC_electricity_demand_rate | 1431.0938 |
| air_humidity | 26.382126 |
| air_temperature | 24.31633 |
| clg_setpoint | 26.341639 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 189.0 |
| direct_solar_radiation | 684.0 |
| hour | 11.0 |
| htg_setpoint | 12.0 |
| month | 6.0 |
| outdoor_humidity | 33.0 |
| outdoor_temperature | 30.70656 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1297573.1 |
| wind_direction | 10.0 |
| wind_speed | 4.1 |
-------------------------------------------------
-------------------------------------------------*********----------------------------------------------------| 47%
| action_network/ | |
| Cooling_Setpoint_RL | 0.9188973 |
| Heating_Setpoint_RL | -0.6408994 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.726278 |
| Heating_Setpoint_RL | 14.019941 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.14755902 |
| air_humidity | -1.7902399 |
| air_temperature | 0.84985197 |
| clg_setpoint | -0.38050467 |
| co2_emission | 0.0 |
| day_of_month | 0.8553432 |
| diffuse_solar_radiation | 2.9285688 |
| direct_solar_radiation | 0.8627599 |
| hour | 0.07300011 |
| htg_setpoint | -1.3734564 |
| month | 0.14442247 |
| outdoor_humidity | -1.5534122 |
| outdoor_temperature | 2.035252 |
| people_occupant | -0.68878776 |
| total_electricity_HVAC | -0.16777158 |
| wind_direction | 0.36867425 |
| wind_speed | 0.097253315 |
| observation/ | |
| HVAC_electricity_demand_rate | 2146.0186 |
| air_humidity | 14.428996 |
| air_temperature | 24.131943 |
| clg_setpoint | 25.395351 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 362.0 |
| direct_solar_radiation | 368.0 |
| hour | 12.0 |
| htg_setpoint | 12.054655 |
| month | 6.0 |
| outdoor_humidity | 35.0 |
| outdoor_temperature | 30.962793 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1972181.6 |
| wind_direction | 220.0 |
| wind_speed | 5.2 |
-------------------------------------------------
-------------------------------------------------**********---------------------------------------------------| 48%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.08901419 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.124294 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.4235667 |
| air_humidity | 1.1865455 |
| air_temperature | 0.32663184 |
| clg_setpoint | -1.2200251 |
| co2_emission | 0.0 |
| day_of_month | 0.96818846 |
| diffuse_solar_radiation | 2.7427025 |
| direct_solar_radiation | -0.41512462 |
| hour | 0.21745606 |
| htg_setpoint | 1.3756515 |
| month | 0.1442801 |
| outdoor_humidity | 0.27184704 |
| outdoor_temperature | 1.5731233 |
| people_occupant | 1.2189622 |
| total_electricity_HVAC | 1.4890461 |
| wind_direction | -0.7695042 |
| wind_speed | 0.7198379 |
| observation/ | |
| HVAC_electricity_demand_rate | 9132.962 |
| air_humidity | 52.079514 |
| air_temperature | 23.249378 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 344.5 |
| direct_solar_radiation | 48.0 |
| hour | 13.0 |
| htg_setpoint | 23.25 |
| month | 6.0 |
| outdoor_humidity | 74.0 |
| outdoor_temperature | 26.541643 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 8950614.0 |
| wind_direction | 100.0 |
| wind_speed | 6.7 |
-------------------------------------------------
-------------------------------------------------**********---------------------------------------------------| 48%
| action_network/ | |
| Cooling_Setpoint_RL | -0.93324745 |
| Heating_Setpoint_RL | 0.12998646 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.47529 |
| Heating_Setpoint_RL | 18.356174 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.6378678 |
| air_humidity | 1.1859995 |
| air_temperature | 0.32602158 |
| clg_setpoint | -1.2191814 |
| co2_emission | 0.0 |
| day_of_month | 1.0806055 |
| diffuse_solar_radiation | 1.1748229 |
| direct_solar_radiation | 1.1765604 |
| hour | 0.36191034 |
| htg_setpoint | -1.3853487 |
| month | 0.14413816 |
| outdoor_humidity | 0.12934609 |
| outdoor_temperature | 1.8389682 |
| people_occupant | 1.6947349 |
| total_electricity_HVAC | 1.5191681 |
| wind_direction | 0.18058191 |
| wind_speed | 1.7992715 |
| observation/ | |
| HVAC_electricity_demand_rate | 10086.278 |
| air_humidity | 52.10421 |
| air_temperature | 23.248583 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 190.0 |
| direct_solar_radiation | 446.5 |
| hour | 14.0 |
| htg_setpoint | 12.0 |
| month | 6.0 |
| outdoor_humidity | 71.0 |
| outdoor_temperature | 29.149073 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 9077650.0 |
| wind_direction | 200.0 |
| wind_speed | 9.3 |
-------------------------------------------------
-------------------------------------------------**********---------------------------------------------------| 48%
| action_network/ | |
| Cooling_Setpoint_RL | -0.8620715 |
| Heating_Setpoint_RL | -0.34182048 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.71551 |
| Heating_Setpoint_RL | 15.70226 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.76572794 |
| air_humidity | 1.1839916 |
| air_temperature | 0.327468 |
| clg_setpoint | -1.218972 |
| co2_emission | 0.0 |
| day_of_month | 1.1924918 |
| diffuse_solar_radiation | 0.53638655 |
| direct_solar_radiation | 2.013001 |
| hour | 0.50636077 |
| htg_setpoint | -1.3840897 |
| month | 0.14399661 |
| outdoor_humidity | -0.75999314 |
| outdoor_temperature | 1.5084021 |
| people_occupant | 1.6936492 |
| total_electricity_HVAC | 0.98638386 |
| wind_direction | 0.1796448 |
| wind_speed | 2.628753 |
| observation/ | |
| HVAC_electricity_demand_rate | 6207.7007 |
| air_humidity | 52.089592 |
| air_temperature | 23.251966 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 127.0 |
| direct_solar_radiation | 657.0 |
| hour | 15.0 |
| htg_setpoint | 12.0 |
| month | 6.0 |
| outdoor_humidity | 52.0 |
| outdoor_temperature | 26.001598 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 6832959.0 |
| wind_direction | 200.0 |
| wind_speed | 11.3 |
-------------------------------------------------
-------------------------------------------------***********--------------------------------------------------| 49%
| action_network/ | |
| Cooling_Setpoint_RL | -0.3704151 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.37485 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.46066 |
| air_humidity | 1.582463 |
| air_temperature | 0.32582107 |
| clg_setpoint | -1.2186031 |
| co2_emission | 0.0 |
| day_of_month | 1.3037355 |
| diffuse_solar_radiation | 0.43372563 |
| direct_solar_radiation | -0.5741721 |
| hour | 0.65080416 |
| htg_setpoint | -0.09340991 |
| month | 0.1438555 |
| outdoor_humidity | 0.3631957 |
| outdoor_temperature | 1.2850577 |
| people_occupant | 1.692569 |
| total_electricity_HVAC | 0.81854343 |
| wind_direction | 0.08448522 |
| wind_speed | 2.2097673 |
| observation/ | |
| HVAC_electricity_demand_rate | 4851.5454 |
| air_humidity | 57.146027 |
| air_temperature | 23.249918 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 117.0 |
| direct_solar_radiation | 8.5 |
| hour | 16.0 |
| htg_setpoint | 17.256208 |
| month | 6.0 |
| outdoor_humidity | 76.0 |
| outdoor_temperature | 23.869844 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 6125626.0 |
| wind_direction | 190.0 |
| wind_speed | 10.3 |
-------------------------------------------------
-------------------------------------------------***********--------------------------------------------------| 49%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.12928078 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.897797 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.5008701 |
| air_humidity | 1.2651266 |
| air_temperature | 0.32733393 |
| clg_setpoint | -1.2179612 |
| co2_emission | 0.0 |
| day_of_month | 1.4142162 |
| diffuse_solar_radiation | 0.14910042 |
| direct_solar_radiation | 0.11766004 |
| hour | 0.79523665 |
| htg_setpoint | -0.50879645 |
| month | 0.14371479 |
| outdoor_humidity | 0.22144176 |
| outdoor_temperature | 1.2883103 |
| people_occupant | 1.6914943 |
| total_electricity_HVAC | 0.6173494 |
| wind_direction | 0.46483603 |
| wind_speed | 0.50820625 |
| observation/ | |
| HVAC_electricity_demand_rate | 5028.9844 |
| air_humidity | 53.150215 |
| air_temperature | 23.252958 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 89.0 |
| direct_solar_radiation | 182.0 |
| hour | 17.0 |
| htg_setpoint | 15.561088 |
| month | 6.0 |
| outdoor_humidity | 73.0 |
| outdoor_temperature | 23.924597 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 5277791.5 |
| wind_direction | 230.0 |
| wind_speed | 6.2 |
-------------------------------------------------
-------------------------------------------------***********--------------------------------------------------| 49%
| action_network/ | |
| Cooling_Setpoint_RL | -0.16989896 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.05159 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.58823895 |
| air_humidity | 0.06189358 |
| air_temperature | 0.21581028 |
| clg_setpoint | -0.42831746 |
| co2_emission | 0.0 |
| day_of_month | 1.5238056 |
| diffuse_solar_radiation | -0.45897344 |
| direct_solar_radiation | -0.4901507 |
| hour | 0.9396532 |
| htg_setpoint | 0.9259362 |
| month | 0.1435745 |
| outdoor_humidity | 0.8762061 |
| outdoor_temperature | 0.75752264 |
| people_occupant | -0.68948144 |
| total_electricity_HVAC | -0.5962815 |
| wind_direction | 0.27488795 |
| wind_speed | -0.5701654 |
| observation/ | |
| HVAC_electricity_demand_rate | 191.53212 |
| air_humidity | 37.912937 |
| air_temperature | 23.06497 |
| clg_setpoint | 25.268543 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 29.0 |
| direct_solar_radiation | 29.5 |
| hour | 18.0 |
| htg_setpoint | 21.405933 |
| month | 6.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 18.801495 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 172378.9 |
| wind_direction | 210.0 |
| wind_speed | 3.6 |
-------------------------------------------------
-------------------------------------------------***********--------------------------------------------------| 49%
| action_network/ | |
| Cooling_Setpoint_RL | -0.8536753 |
| Heating_Setpoint_RL | -0.6749393 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.743845 |
| Heating_Setpoint_RL | 13.828466 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5128123 |
| air_humidity | 0.64207804 |
| air_temperature | 0.26490486 |
| clg_setpoint | 0.5103085 |
| co2_emission | 0.0 |
| day_of_month | 1.632369 |
| diffuse_solar_radiation | -0.7525519 |
| direct_solar_radiation | -0.6076077 |
| hour | 1.0840482 |
| htg_setpoint | -0.8188354 |
| month | 0.14343461 |
| outdoor_humidity | 0.5937664 |
| outdoor_temperature | 0.8958983 |
| people_occupant | -0.688511 |
| total_electricity_HVAC | -0.5246082 |
| wind_direction | 0.46526766 |
| wind_speed | -0.77811587 |
| observation/ | |
| HVAC_electricity_demand_rate | 524.19025 |
| air_humidity | 45.270702 |
| air_temperature | 23.147331 |
| clg_setpoint | 27.667265 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 14.29471 |
| month | 6.0 |
| outdoor_humidity | 81.0 |
| outdoor_temperature | 20.157679 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 471771.25 |
| wind_direction | 230.0 |
| wind_speed | 3.1 |
-------------------------------------------------
-------------------------------------------------************-------------------------------------------------| 50%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.47976416 |
| air_humidity | 0.5709787 |
| air_temperature | 0.40597054 |
| clg_setpoint | -0.42464665 |
| co2_emission | 0.0 |
| day_of_month | -1.6677743 |
| diffuse_solar_radiation | -0.7528496 |
| direct_solar_radiation | -0.6083531 |
| hour | 1.2284148 |
| htg_setpoint | -0.6276709 |
| month | 0.44539198 |
| outdoor_humidity | 0.87438244 |
| outdoor_temperature | 0.88502944 |
| people_occupant | -0.45045787 |
| total_electricity_HVAC | -0.493208 |
| wind_direction | -0.10725074 |
| wind_speed | -0.98548394 |
| observation/ | |
| HVAC_electricity_demand_rate | 672.0854 |
| air_humidity | 44.385437 |
| air_temperature | 23.38488 |
| clg_setpoint | 25.277882 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 15.071292 |
| month | 7.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 20.073942 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 604876.9 |
| wind_direction | 170.0 |
| wind_speed | 2.6 |
-------------------------------------------------
-------------------------------------------------************-------------------------------------------------| 50%
| action_network/ | |
| Cooling_Setpoint_RL | 0.1941126 |
| Heating_Setpoint_RL | 0.94385934 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.28013 |
| Heating_Setpoint_RL | 22.934208 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.50360775 |
| air_humidity | 0.7157346 |
| air_temperature | 0.05606387 |
| clg_setpoint | 1.4231585 |
| co2_emission | 0.0 |
| day_of_month | -1.5488763 |
| diffuse_solar_radiation | -0.7530888 |
| direct_solar_radiation | -0.60888046 |
| hour | 1.3727456 |
| htg_setpoint | -1.3814398 |
| month | 0.44488454 |
| outdoor_humidity | 0.873528 |
| outdoor_temperature | 1.1039311 |
| people_occupant | -0.6891741 |
| total_electricity_HVAC | -0.5158893 |
| wind_direction | 0.08425885 |
| wind_speed | 0.09591243 |
| observation/ | |
| HVAC_electricity_demand_rate | 568.4915 |
| air_humidity | 46.23041 |
| air_temperature | 22.797901 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 12.0 |
| month | 7.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 22.221075 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 511642.38 |
| wind_direction | 190.0 |
| wind_speed | 5.2 |
-------------------------------------------------
-------------------------------------------------************-------------------------------------------------| 50%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.36989492 |
| air_humidity | 0.78009224 |
| air_temperature | 0.32476246 |
| clg_setpoint | 0.9086833 |
| co2_emission | 0.0 |
| day_of_month | -1.4310446 |
| diffuse_solar_radiation | -0.75296915 |
| direct_solar_radiation | -0.60839736 |
| hour | 1.5170323 |
| htg_setpoint | 1.379401 |
| month | 0.44437882 |
| outdoor_humidity | 0.77964056 |
| outdoor_temperature | 1.1370447 |
| people_occupant | -0.6895038 |
| total_electricity_HVAC | 0.3695939 |
| wind_direction | -0.5834006 |
| wind_speed | -0.5671752 |
| observation/ | |
| HVAC_electricity_demand_rate | 4437.035 |
| air_humidity | 47.06043 |
| air_temperature | 23.250372 |
| clg_setpoint | 28.685642 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 23.25 |
| month | 7.0 |
| outdoor_humidity | 85.0 |
| outdoor_temperature | 22.574879 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4226585.5 |
| wind_direction | 120.0 |
| wind_speed | 3.6 |
-------------------------------------------------
-------------------------------------------------*************------------------------------------------------| 51%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.7831871 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 22.030428 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.51865864 |
| air_humidity | 0.4720089 |
| air_temperature | -0.25884676 |
| clg_setpoint | 0.7188796 |
| co2_emission | 0.0 |
| day_of_month | -1.3141092 |
| diffuse_solar_radiation | -0.7531659 |
| direct_solar_radiation | -0.6089181 |
| hour | 1.6612656 |
| htg_setpoint | -0.4491824 |
| month | 0.4438748 |
| outdoor_humidity | 1.0143048 |
| outdoor_temperature | 1.0109758 |
| people_occupant | -0.6898323 |
| total_electricity_HVAC | -0.5302679 |
| wind_direction | -1.7270833 |
| wind_speed | -2.0625813 |
| observation/ | |
| HVAC_electricity_demand_rate | 504.5777 |
| air_humidity | 43.179962 |
| air_temperature | 22.27166 |
| clg_setpoint | 28.20076 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 15.801087 |
| month | 7.0 |
| outdoor_humidity | 90.0 |
| outdoor_temperature | 21.379807 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 454119.9 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
--------------------------------------------------************------------------------------------------------| 51%
| action_network/ | |
| Cooling_Setpoint_RL | 0.023469388 |
| Heating_Setpoint_RL | 0.12528498 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.704208 |
| Heating_Setpoint_RL | 18.329727 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.52114797 |
| air_humidity | 0.17439854 |
| air_temperature | -0.051892888 |
| clg_setpoint | 1.4220731 |
| co2_emission | 0.0 |
| day_of_month | -1.0845596 |
| diffuse_solar_radiation | -0.7530489 |
| direct_solar_radiation | -0.6089886 |
| hour | -1.6610924 |
| htg_setpoint | -0.20547608 |
| month | 0.44337252 |
| outdoor_humidity | 0.872042 |
| outdoor_temperature | 1.0945523 |
| people_occupant | -0.6901596 |
| total_electricity_HVAC | -0.53266937 |
| wind_direction | 0.4682902 |
| wind_speed | -0.35802567 |
| observation/ | |
| HVAC_electricity_demand_rate | 495.06894 |
| air_humidity | 39.43118 |
| air_temperature | 22.62029 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 16.794056 |
| month | 7.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 22.218443 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 445562.03 |
| wind_direction | 230.0 |
| wind_speed | 4.1 |
--------------------------------------------------
-------------------------------------------------*************------------------------------------------------| 51%
| action_network/ | |
| Cooling_Setpoint_RL | 0.7060531 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.007929 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5203781 |
| air_humidity | -1.4774597 |
| air_temperature | 0.32553104 |
| clg_setpoint | 1.4211402 |
| co2_emission | 0.0 |
| day_of_month | -0.9690096 |
| diffuse_solar_radiation | -0.75337553 |
| direct_solar_radiation | -0.6095438 |
| hour | -1.5164529 |
| htg_setpoint | 0.060514178 |
| month | 0.44287193 |
| outdoor_humidity | 0.8715315 |
| outdoor_temperature | 1.4297215 |
| people_occupant | -0.6891986 |
| total_electricity_HVAC | -0.5319475 |
| wind_direction | 0.3729473 |
| wind_speed | -1.1886301 |
| observation/ | |
| HVAC_electricity_demand_rate | 497.03522 |
| air_humidity | 18.538265 |
| air_temperature | 23.254707 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 17.874308 |
| month | 7.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 25.518343 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 447331.7 |
| wind_direction | 220.0 |
| wind_speed | 2.1 |
-------------------------------------------------
-------------------------------------------------*************------------------------------------------------| 51%
| action_network/ | |
| Cooling_Setpoint_RL | -0.25095373 |
| Heating_Setpoint_RL | -0.3619123 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.77803 |
| Heating_Setpoint_RL | 15.589243 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5323467 |
| air_humidity | -1.9175805 |
| air_temperature | -0.2914128 |
| clg_setpoint | 1.4203593 |
| co2_emission | 0.0 |
| day_of_month | -0.8539187 |
| diffuse_solar_radiation | -0.7537129 |
| direct_solar_radiation | -0.60973537 |
| hour | -1.3718607 |
| htg_setpoint | -1.3796084 |
| month | 0.44237304 |
| outdoor_humidity | 0.91924083 |
| outdoor_temperature | 1.4148982 |
| people_occupant | -0.6882416 |
| total_electricity_HVAC | -0.54274786 |
| wind_direction | -1.729506 |
| wind_speed | -2.0616581 |
| observation/ | |
| HVAC_electricity_demand_rate | 442.62665 |
| air_humidity | 12.8863325 |
| air_temperature | 22.221785 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 12.0 |
| month | 7.0 |
| outdoor_humidity | 88.0 |
| outdoor_temperature | 25.431765 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 400716.16 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
-------------------------------------------------**************-----------------------------------------------| 52%
| action_network/ | |
| Cooling_Setpoint_RL | 0.65155554 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.824 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.3620676 |
| air_humidity | 0.28423312 |
| air_temperature | 0.32194802 |
| clg_setpoint | -1.2188635 |
| co2_emission | 0.0 |
| day_of_month | -0.7391854 |
| diffuse_solar_radiation | -0.75392765 |
| direct_solar_radiation | -0.6097026 |
| hour | -1.2273068 |
| htg_setpoint | 1.3805782 |
| month | 0.44187582 |
| outdoor_humidity | 1.2944742 |
| outdoor_temperature | 1.2054138 |
| people_occupant | -0.68856984 |
| total_electricity_HVAC | 0.38111132 |
| wind_direction | -1.7290002 |
| wind_speed | -2.059476 |
| observation/ | |
| HVAC_electricity_demand_rate | 4394.8477 |
| air_humidity | 40.780117 |
| air_temperature | 23.25026 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 23.25 |
| month | 7.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 23.434517 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4267558.0 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
-------------------------------------------------**************-----------------------------------------------| 52%
| action_network/ | |
| Cooling_Setpoint_RL | 0.5699807 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.548685 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5223597 |
| air_humidity | -0.27456012 |
| air_temperature | 0.18050617 |
| clg_setpoint | 0.8797488 |
| co2_emission | 0.0 |
| day_of_month | -0.6247222 |
| diffuse_solar_radiation | -0.49794617 |
| direct_solar_radiation | -0.6100932 |
| hour | -1.0827832 |
| htg_setpoint | -1.3794543 |
| month | 0.4413803 |
| outdoor_humidity | -0.30557096 |
| outdoor_temperature | 1.5405313 |
| people_occupant | -0.6888969 |
| total_electricity_HVAC | -0.53386045 |
| wind_direction | 1.4244716 |
| wind_speed | 0.10371976 |
| observation/ | |
| HVAC_electricity_demand_rate | 491.0917 |
| air_humidity | 33.71815 |
| air_temperature | 23.01435 |
| clg_setpoint | 28.61708 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 25.5 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 12.0 |
| month | 7.0 |
| outdoor_humidity | 62.0 |
| outdoor_temperature | 26.76033 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 441982.53 |
| wind_direction | 330.0 |
| wind_speed | 5.2 |
| train/ | |
| approx_kl | 0.008579256 |
| clip_fraction | 0.0802 |
| clip_range | 0.2 |
| entropy_loss | -2.72 |
| explained_variance | 0.412 |
| learning_rate | 0.0003 |
| loss | 1.31 |
| n_updates | 260 |
| policy_gradient_loss | -0.0101 |
| std | 0.942 |
| value_loss | 3.41 |
-------------------------------------------------
-------------------------------------------------**************-----------------------------------------------| 52%
| action_network/ | |
| Cooling_Setpoint_RL | 0.8602264 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.528263 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5300792 |
| air_humidity | -0.33436543 |
| air_temperature | -0.4586207 |
| clg_setpoint | 0.94103587 |
| co2_emission | 0.0 |
| day_of_month | -0.5104547 |
| diffuse_solar_radiation | 0.008679744 |
| direct_solar_radiation | 0.4337815 |
| hour | -0.9382827 |
| htg_setpoint | -1.3786198 |
| month | 0.4408864 |
| outdoor_humidity | -0.44506347 |
| outdoor_temperature | 1.090122 |
| people_occupant | -0.6892228 |
| total_electricity_HVAC | -0.54128826 |
| wind_direction | -1.7310958 |
| wind_speed | -0.56238866 |
| observation/ | |
| HVAC_electricity_demand_rate | 458.56656 |
| air_humidity | 32.973522 |
| air_temperature | 21.945997 |
| clg_setpoint | 28.773355 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 76.0 |
| direct_solar_radiation | 262.0 |
| hour | 5.0 |
| htg_setpoint | 12.0 |
| month | 7.0 |
| outdoor_humidity | 59.0 |
| outdoor_temperature | 22.410017 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 412424.84 |
| wind_direction | 0.0 |
| wind_speed | 3.6 |
-------------------------------------------------
-------------------------------------------------***************----------------------------------------------| 53%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.51947904 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 14.70293 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.41802937 |
| air_humidity | -0.2398112 |
| air_temperature | 0.085068405 |
| clg_setpoint | -0.47125927 |
| co2_emission | 0.0 |
| day_of_month | -0.3963214 |
| diffuse_solar_radiation | 0.093468875 |
| direct_solar_radiation | 1.1597788 |
| hour | -0.7937993 |
| htg_setpoint | 1.1303517 |
| month | 0.4403942 |
| outdoor_humidity | -0.5850111 |
| outdoor_temperature | 1.2923442 |
| people_occupant | -0.6895475 |
| total_electricity_HVAC | -0.42901942 |
| wind_direction | -1.7299476 |
| wind_speed | -2.0607696 |
| observation/ | |
| HVAC_electricity_demand_rate | 954.6206 |
| air_humidity | 34.18431 |
| air_temperature | 22.856657 |
| clg_setpoint | 25.160809 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 84.5 |
| direct_solar_radiation | 444.5 |
| hour | 6.0 |
| htg_setpoint | 22.222923 |
| month | 7.0 |
| outdoor_humidity | 56.0 |
| outdoor_temperature | 24.426144 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 883110.94 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
--------------------------------------------------**************----------------------------------------------| 53%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.86406994 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.764606 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.2838033 |
| air_humidity | -0.53283757 |
| air_temperature | -0.051493827 |
| clg_setpoint | -0.5102357 |
| co2_emission | 0.0 |
| day_of_month | -0.28227335 |
| diffuse_solar_radiation | 1.1381596 |
| direct_solar_radiation | 1.1548579 |
| hour | -0.6493278 |
| htg_setpoint | 0.3938258 |
| month | 0.4399036 |
| outdoor_humidity | 0.027033584 |
| outdoor_temperature | 1.4891931 |
| people_occupant | -0.689871 |
| total_electricity_HVAC | -0.30821395 |
| wind_direction | 0.5610723 |
| wind_speed | -0.56198007 |
| observation/ | |
| HVAC_electricity_demand_rate | 1547.691 |
| air_humidity | 30.488443 |
| air_temperature | 22.629423 |
| clg_setpoint | 25.060495 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 188.5 |
| direct_solar_radiation | 444.0 |
| hour | 7.0 |
| htg_setpoint | 19.21983 |
| month | 7.0 |
| outdoor_humidity | 69.0 |
| outdoor_temperature | 26.39197 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1388750.8 |
| wind_direction | 240.0 |
| wind_speed | 3.6 |
--------------------------------------------------
-------------------------------------------------***************----------------------------------------------| 53%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.26242724 |
| air_humidity | -1.6992766 |
| air_temperature | 0.19536558 |
| clg_setpoint | -0.3655858 |
| co2_emission | 0.0 |
| day_of_month | -0.16827396 |
| diffuse_solar_radiation | 0.33919677 |
| direct_solar_radiation | 2.5336692 |
| hour | -0.50486404 |
| htg_setpoint | -1.376709 |
| month | 0.43941465 |
| outdoor_humidity | -0.96189445 |
| outdoor_temperature | 1.6330864 |
| people_occupant | -0.6889232 |
| total_electricity_HVAC | -0.26541832 |
| wind_direction | -0.967772 |
| wind_speed | -0.77040565 |
| observation/ | |
| HVAC_electricity_demand_rate | 1639.5518 |
| air_humidity | 15.683941 |
| air_temperature | 23.04313 |
| clg_setpoint | 25.432617 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 109.0 |
| direct_solar_radiation | 791.5 |
| hour | 8.0 |
| htg_setpoint | 12.0 |
| month | 7.0 |
| outdoor_humidity | 48.0 |
| outdoor_temperature | 27.844742 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1565268.2 |
| wind_direction | 80.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------**************----------------------------------------------| 53%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.66516167 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.883466 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.9075573 |
| air_humidity | 1.3023655 |
| air_temperature | 0.3187354 |
| clg_setpoint | -1.2195528 |
| co2_emission | 0.0 |
| day_of_month | -0.054298688 |
| diffuse_solar_radiation | 1.2323174 |
| direct_solar_radiation | -0.6121509 |
| hour | -0.3604047 |
| htg_setpoint | -0.19489641 |
| month | 0.43892735 |
| outdoor_humidity | 0.8736072 |
| outdoor_temperature | 0.96585935 |
| people_occupant | 1.6962837 |
| total_electricity_HVAC | 0.89274967 |
| wind_direction | -1.7302524 |
| wind_speed | -0.1451168 |
| observation/ | |
| HVAC_electricity_demand_rate | 6791.957 |
| air_humidity | 53.687378 |
| air_temperature | 23.24963 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 198.0 |
| direct_solar_radiation | 0.0 |
| hour | 9.0 |
| htg_setpoint | 16.814632 |
| month | 7.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 21.3215 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 6396079.0 |
| wind_direction | 0.0 |
| wind_speed | 4.6 |
--------------------------------------------------
-------------------------------------------------****************---------------------------------------------| 54%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.7318426 |
| air_humidity | 1.1508352 |
| air_temperature | 0.3181419 |
| clg_setpoint | -1.2191238 |
| co2_emission | 0.0 |
| day_of_month | 0.059664916 |
| diffuse_solar_radiation | 2.7638237 |
| direct_solar_radiation | 0.52195793 |
| hour | -0.21594739 |
| htg_setpoint | 1.3836535 |
| month | 0.43844163 |
| outdoor_humidity | -0.96431494 |
| outdoor_temperature | 1.9532233 |
| people_occupant | 1.6952314 |
| total_electricity_HVAC | 1.6269525 |
| wind_direction | 1.6146853 |
| wind_speed | -0.9781658 |
| observation/ | |
| HVAC_electricity_demand_rate | 10421.263 |
| air_humidity | 51.781147 |
| air_temperature | 23.249535 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 351.0 |
| direct_solar_radiation | 285.0 |
| hour | 10.0 |
| htg_setpoint | 23.25 |
| month | 7.0 |
| outdoor_humidity | 48.0 |
| outdoor_temperature | 31.057259 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 9457710.0 |
| wind_direction | 350.0 |
| wind_speed | 2.6 |
-------------------------------------------------
--------------------------------------------------***************---------------------------------------------| 54%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.273238 |
| air_humidity | 1.121397 |
| air_temperature | 0.3173809 |
| clg_setpoint | -1.2184403 |
| co2_emission | 0.0 |
| day_of_month | 0.17361741 |
| diffuse_solar_radiation | 1.5446676 |
| direct_solar_radiation | 1.7374663 |
| hour | -0.071490675 |
| htg_setpoint | -1.3763834 |
| month | 0.43795756 |
| outdoor_humidity | -0.4454723 |
| outdoor_temperature | 1.7517755 |
| people_occupant | 1.2176276 |
| total_electricity_HVAC | 1.1727148 |
| wind_direction | 0.087091535 |
| wind_speed | -0.1424781 |
| observation/ | |
| HVAC_electricity_demand_rate | 8401.358 |
| air_humidity | 51.419834 |
| air_temperature | 23.249182 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 229.5 |
| direct_solar_radiation | 590.5 |
| hour | 11.0 |
| htg_setpoint | 12.0 |
| month | 7.0 |
| outdoor_humidity | 59.0 |
| outdoor_temperature | 29.133743 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 7562895.5 |
| wind_direction | 190.0 |
| wind_speed | 4.6 |
--------------------------------------------------
--------------------------------------------------***************---------------------------------------------| 54%
| action_network/ | |
| Cooling_Setpoint_RL | -0.569082 |
| Heating_Setpoint_RL | 0.8778043 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.704348 |
| Heating_Setpoint_RL | 22.562649 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.52603906 |
| air_humidity | 1.4408555 |
| air_temperature | 1.4160306 |
| clg_setpoint | 0.0029864463 |
| co2_emission | 0.0 |
| day_of_month | 0.28754753 |
| diffuse_solar_radiation | 1.8495051 |
| direct_solar_radiation | -0.61214644 |
| hour | 0.07296602 |
| htg_setpoint | 1.277947 |
| month | 0.43747506 |
| outdoor_humidity | 0.920947 |
| outdoor_temperature | 1.2344446 |
| people_occupant | 0.26372367 |
| total_electricity_HVAC | -0.5392456 |
| wind_direction | -0.86765134 |
| wind_speed | -0.7677293 |
| observation/ | |
| HVAC_electricity_demand_rate | 481.55814 |
| air_humidity | 55.494293 |
| air_temperature | 25.080996 |
| clg_setpoint | 26.373034 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 260.0 |
| direct_solar_radiation | 0.0 |
| hour | 12.0 |
| htg_setpoint | 22.820679 |
| month | 7.0 |
| outdoor_humidity | 88.0 |
| outdoor_temperature | 24.077547 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 426094.84 |
| wind_direction | 90.0 |
| wind_speed | 3.1 |
--------------------------------------------------
------------------------------------------------*****************---------------------------------------------| 54%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.4089526 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.324642 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.8846443 |
| air_humidity | 1.1899316 |
| air_temperature | 0.31698433 |
| clg_setpoint | -1.2169807 |
| co2_emission | 0.0 |
| day_of_month | 0.40143222 |
| diffuse_solar_radiation | 2.2622313 |
| direct_solar_radiation | 1.5560113 |
| hour | 0.21742234 |
| htg_setpoint | -1.01252 |
| month | 0.43699417 |
| outdoor_humidity | 0.16532739 |
| outdoor_temperature | 1.6226574 |
| people_occupant | 1.2161181 |
| total_electricity_HVAC | 1.7811612 |
| wind_direction | 0.18412752 |
| wind_speed | 0.31929213 |
| observation/ | |
| HVAC_electricity_demand_rate | 11086.53 |
| air_humidity | 52.34543 |
| air_temperature | 23.249329 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 301.5 |
| direct_solar_radiation | 544.5 |
| hour | 13.0 |
| htg_setpoint | 13.486009 |
| month | 7.0 |
| outdoor_humidity | 72.0 |
| outdoor_temperature | 27.928738 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 10094131.0 |
| wind_direction | 200.0 |
| wind_speed | 5.7 |
------------------------------------------------
---------------------------------------------------***************--------------------------------------------| 55%
| action_network/ | |
| Cooling_Setpoint_RL | 0.5122253 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.35376 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.0063186567 |
| air_humidity | -0.916748 |
| air_temperature | 0.4622423 |
| clg_setpoint | -1.0214787 |
| co2_emission | 0.0 |
| day_of_month | 0.51523685 |
| diffuse_solar_radiation | 2.5617225 |
| direct_solar_radiation | 1.0444645 |
| hour | 0.36187705 |
| htg_setpoint | -0.96370345 |
| month | 0.43651485 |
| outdoor_humidity | 0.49408633 |
| outdoor_temperature | 1.7317938 |
| people_occupant | -0.6895899 |
| total_electricity_HVAC | 0.033620473 |
| wind_direction | -0.0074485485 |
| wind_speed | 0.32011697 |
| observation/ | |
| HVAC_electricity_demand_rate | 2768.552 |
| air_humidity | 25.608366 |
| air_temperature | 23.491522 |
| clg_setpoint | 23.750345 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 332.0 |
| direct_solar_radiation | 416.0 |
| hour | 14.0 |
| htg_setpoint | 13.68133 |
| month | 7.0 |
| outdoor_humidity | 79.0 |
| outdoor_temperature | 29.054508 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2813425.8 |
| wind_direction | 180.0 |
| wind_speed | 5.7 |
---------------------------------------------------
-------------------------------------------------*****************--------------------------------------------| 55%
| action_network/ | |
| Cooling_Setpoint_RL | -0.46856552 |
| Heating_Setpoint_RL | -0.09616411 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.04359 |
| Heating_Setpoint_RL | 17.084076 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.35917768 |
| air_humidity | -1.735099 |
| air_temperature | 0.52564824 |
| clg_setpoint | -0.23270069 |
| co2_emission | 0.0 |
| day_of_month | 0.62891537 |
| diffuse_solar_radiation | 1.9128408 |
| direct_solar_radiation | 0.6244323 |
| hour | 0.5063281 |
| htg_setpoint | -1.132968 |
| month | 0.4360371 |
| outdoor_humidity | 0.25720382 |
| outdoor_temperature | 1.5578886 |
| people_occupant | -0.6886549 |
| total_electricity_HVAC | -0.38701683 |
| wind_direction | 0.1835719 |
| wind_speed | 1.6165396 |
| observation/ | |
| HVAC_electricity_demand_rate | 1215.1343 |
| air_humidity | 15.165489 |
| air_temperature | 23.597572 |
| clg_setpoint | 25.770273 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 267.5 |
| direct_solar_radiation | 310.5 |
| hour | 15.0 |
| htg_setpoint | 12.986452 |
| month | 7.0 |
| outdoor_humidity | 74.0 |
| outdoor_temperature | 27.384764 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1060059.0 |
| wind_direction | 200.0 |
| wind_speed | 8.8 |
-------------------------------------------------
------------------------------------------------******************--------------------------------------------| 55%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.16721427 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.56558 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.0541993 |
| air_humidity | 1.212778 |
| air_temperature | 0.31566435 |
| clg_setpoint | -1.2176052 |
| co2_emission | 0.0 |
| day_of_month | 0.7424104 |
| diffuse_solar_radiation | 0.58889323 |
| direct_solar_radiation | 0.7104332 |
| hour | 0.65077245 |
| htg_setpoint | 1.3861247 |
| month | 0.43556094 |
| outdoor_humidity | 0.3505246 |
| outdoor_temperature | 1.515648 |
| people_occupant | 1.6951152 |
| total_electricity_HVAC | 0.9641354 |
| wind_direction | 0.1834257 |
| wind_speed | 2.0325818 |
| observation/ | |
| HVAC_electricity_demand_rate | 7422.6733 |
| air_humidity | 52.619026 |
| air_temperature | 23.248583 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 135.0 |
| direct_solar_radiation | 332.0 |
| hour | 16.0 |
| htg_setpoint | 23.25 |
| month | 7.0 |
| outdoor_humidity | 76.0 |
| outdoor_temperature | 27.00328 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 6680406.0 |
| wind_direction | 200.0 |
| wind_speed | 9.8 |
------------------------------------------------
-------------------------------------------------******************-------------------------------------------| 56%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.05914062 |
| air_humidity | 2.4733245 |
| air_temperature | 0.31602353 |
| clg_setpoint | -1.2170345 |
| co2_emission | 0.0 |
| day_of_month | 0.8556536 |
| diffuse_solar_radiation | -0.23433101 |
| direct_solar_radiation | -0.61237526 |
| hour | 0.7952063 |
| htg_setpoint | -0.0636942 |
| month | 0.4350863 |
| outdoor_humidity | 1.2933781 |
| outdoor_temperature | 0.8040748 |
| people_occupant | 1.69408 |
| total_electricity_HVAC | 0.018544283 |
| wind_direction | 0.1831169 |
| wind_speed | 0.3182093 |
| observation/ | |
| HVAC_electricity_demand_rate | 3052.7788 |
| air_humidity | 68.68887 |
| air_temperature | 23.249428 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 52.5 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 17.338945 |
| month | 7.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 19.993744 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2747501.0 |
| wind_direction | 200.0 |
| wind_speed | 5.7 |
-------------------------------------------------
-------------------------------------------------******************-------------------------------------------| 56%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.40804628 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.92026 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.07153497 |
| air_humidity | 1.1667806 |
| air_temperature | 0.31590763 |
| clg_setpoint | -1.2164841 |
| co2_emission | 0.0 |
| day_of_month | 0.96856594 |
| diffuse_solar_radiation | -0.54868525 |
| direct_solar_radiation | -0.2837608 |
| hour | 0.93962497 |
| htg_setpoint | -0.19890507 |
| month | 0.43461323 |
| outdoor_humidity | -0.40781826 |
| outdoor_temperature | 1.2836632 |
| people_occupant | 0.50186837 |
| total_electricity_HVAC | -0.09517344 |
| wind_direction | 0.08690284 |
| wind_speed | -0.14102739 |
| observation/ | |
| HVAC_electricity_demand_rate | 2480.8193 |
| air_humidity | 52.09966 |
| air_temperature | 23.249609 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 21.0 |
| direct_solar_radiation | 82.5 |
| hour | 18.0 |
| htg_setpoint | 16.78812 |
| month | 7.0 |
| outdoor_humidity | 60.0 |
| outdoor_temperature | 24.76543 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 2276276.2 |
| wind_direction | 190.0 |
| wind_speed | 4.6 |
-------------------------------------------------
-------------------------------------------------******************-------------------------------------------| 56%
| action_network/ | |
| Cooling_Setpoint_RL | 0.9972719 |
| Heating_Setpoint_RL | -0.40608233 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.990793 |
| Heating_Setpoint_RL | 15.340787 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.32737187 |
| air_humidity | 1.5466156 |
| air_temperature | 0.31408146 |
| clg_setpoint | -1.2158233 |
| co2_emission | 0.0 |
| day_of_month | 1.0810584 |
| diffuse_solar_radiation | -0.7578335 |
| direct_solar_radiation | -0.6127894 |
| hour | 1.084023 |
| htg_setpoint | 0.25737712 |
| month | 0.4341417 |
| outdoor_humidity | 0.86667603 |
| outdoor_temperature | 1.1549395 |
| people_occupant | -0.4516531 |
| total_electricity_HVAC | -0.25168273 |
| wind_direction | 0.27837744 |
| wind_speed | -1.1868931 |
| observation/ | |
| HVAC_electricity_demand_rate | 1360.238 |
| air_humidity | 56.950092 |
| air_temperature | 23.246893 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 18.644724 |
| month | 7.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 23.527742 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 1627636.2 |
| wind_direction | 210.0 |
| wind_speed | 2.1 |
-------------------------------------------------
-------------------------------------------------******************-------------------------------------------| 56%
| action_network/ | |
| Cooling_Setpoint_RL | 0.5280105 |
| Heating_Setpoint_RL | -0.47419572 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.407036 |
| Heating_Setpoint_RL | 14.957649 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.49651414 |
| air_humidity | 1.4670976 |
| air_temperature | 0.11645057 |
| clg_setpoint | -1.2153924 |
| co2_emission | 0.0 |
| day_of_month | 1.193032 |
| diffuse_solar_radiation | -0.7580974 |
| direct_solar_radiation | -0.61283886 |
| hour | 1.2283939 |
| htg_setpoint | -1.2063009 |
| month | 0.4336717 |
| outdoor_humidity | 0.86541086 |
| outdoor_temperature | 1.0769706 |
| people_occupant | -0.4520288 |
| total_electricity_HVAC | -0.5095022 |
| wind_direction | -0.01033215 |
| wind_speed | -0.55830675 |
| observation/ | |
| HVAC_electricity_demand_rate | 619.3389 |
| air_humidity | 55.96448 |
| air_temperature | 22.919289 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 12.679628 |
| month | 7.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 22.778746 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 557405.0 |
| wind_direction | 180.0 |
| wind_speed | 3.6 |
-------------------------------------------------
-------------------------------------------------******************-------------------------------------------| 57%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5244055 |
| air_humidity | -1.0315999 |
| air_temperature | -0.09727959 |
| clg_setpoint | 0.07810529 |
| co2_emission | 0.0 |
| day_of_month | 1.3043792 |
| diffuse_solar_radiation | -0.75817245 |
| direct_solar_radiation | -0.6128316 |
| hour | 1.3727305 |
| htg_setpoint | 0.7139911 |
| month | 0.43320322 |
| outdoor_humidity | 1.00636 |
| outdoor_temperature | 0.9072867 |
| people_occupant | -0.689316 |
| total_electricity_HVAC | -0.53602815 |
| wind_direction | -0.9725905 |
| wind_speed | -0.97636604 |
| observation/ | |
| HVAC_electricity_demand_rate | 495.4668 |
| air_humidity | 24.146347 |
| air_temperature | 22.565039 |
| clg_setpoint | 26.561497 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 20.501808 |
| month | 7.0 |
| outdoor_humidity | 90.0 |
| outdoor_temperature | 21.12227 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 445920.12 |
| wind_direction | 80.0 |
| wind_speed | 2.6 |
-------------------------------------------------
--------------------------------------------------*****************-------------------------------------------| 57%
| action_network/ | |
| Cooling_Setpoint_RL | -0.7071292 |
| Heating_Setpoint_RL | 0.27711308 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.23844 |
| Heating_Setpoint_RL | 19.183762 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5332602 |
| air_humidity | -1.8251812 |
| air_temperature | -0.054058526 |
| clg_setpoint | 1.4211174 |
| co2_emission | 0.0 |
| day_of_month | 1.4149839 |
| diffuse_solar_radiation | -0.7582991 |
| direct_solar_radiation | -0.61269224 |
| hour | 1.5170249 |
| htg_setpoint | -0.74447125 |
| month | 0.43273628 |
| outdoor_humidity | 0.10682265 |
| outdoor_temperature | 1.2068543 |
| people_occupant | -0.6883934 |
| total_electricity_HVAC | -0.54443556 |
| wind_direction | 0.951455 |
| wind_speed | -0.34831756 |
| observation/ | |
| HVAC_electricity_demand_rate | 454.50967 |
| air_humidity | 13.98174 |
| air_temperature | 22.637024 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 14.5543165 |
| month | 7.0 |
| outdoor_humidity | 71.0 |
| outdoor_temperature | 24.113543 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 409058.72 |
| wind_direction | 280.0 |
| wind_speed | 4.1 |
--------------------------------------------------
--------------------------------------------------*****************-------------------------------------------| 57%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.52635634 |
| air_humidity | 0.6845426 |
| air_temperature | -0.53706247 |
| clg_setpoint | 0.517883 |
| co2_emission | 0.0 |
| day_of_month | 1.5247226 |
| diffuse_solar_radiation | -0.7583988 |
| direct_solar_radiation | -0.61268246 |
| hour | 1.6612682 |
| htg_setpoint | 0.012188334 |
| month | 0.4322708 |
| outdoor_humidity | 1.4780111 |
| outdoor_temperature | 0.992051 |
| people_occupant | -0.6887095 |
| total_electricity_HVAC | -0.53787553 |
| wind_direction | -0.011844009 |
| wind_speed | -0.9763829 |
| observation/ | |
| HVAC_electricity_demand_rate | 485.61023 |
| air_humidity | 45.974056 |
| air_temperature | 21.83761 |
| clg_setpoint | 27.68681 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 17.635796 |
| month | 7.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 22.008682 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 437049.22 |
| wind_direction | 180.0 |
| wind_speed | 2.6 |
--------------------------------------------------
-------------------------------------------------*******************------------------------------------------| 58%
| action_network/ | |
| Cooling_Setpoint_RL | 0.96222055 |
| Heating_Setpoint_RL | -0.47361928 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.872494 |
| Heating_Setpoint_RL | 14.960892 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5298736 |
| air_humidity | 0.49643317 |
| air_temperature | -0.5861963 |
| clg_setpoint | 0.51511896 |
| co2_emission | 0.0 |
| day_of_month | 1.7474477 |
| diffuse_solar_radiation | -0.75851876 |
| direct_solar_radiation | -0.6129276 |
| hour | -1.6611025 |
| htg_setpoint | 1.0186313 |
| month | 0.43180686 |
| outdoor_humidity | 1.0508391 |
| outdoor_temperature | 1.1994869 |
| people_occupant | -0.6890245 |
| total_electricity_HVAC | -0.54122055 |
| wind_direction | 0.3733981 |
| wind_speed | -0.9768753 |
| observation/ | |
| HVAC_electricity_demand_rate | 471.8763 |
| air_humidity | 43.59142 |
| air_temperature | 21.757214 |
| clg_setpoint | 27.67848 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 21.73552 |
| month | 7.0 |
| outdoor_humidity | 91.0 |
| outdoor_temperature | 24.094934 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 424688.7 |
| wind_direction | 220.0 |
| wind_speed | 2.6 |
| train/ | |
| approx_kl | 0.008325766 |
| clip_fraction | 0.0966 |
| clip_range | 0.2 |
| entropy_loss | -2.71 |
| explained_variance | 0.638 |
| learning_rate | 0.0003 |
| loss | 0.995 |
| n_updates | 270 |
| policy_gradient_loss | -0.0104 |
| std | 0.933 |
| value_loss | 2.79 |
-------------------------------------------------
-------------------------------------------------*******************------------------------------------------| 58%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.52908915 |
| air_humidity | 0.39913177 |
| air_temperature | -0.19437873 |
| clg_setpoint | 1.4219829 |
| co2_emission | 0.0 |
| day_of_month | -1.6725426 |
| diffuse_solar_radiation | -0.75837773 |
| direct_solar_radiation | -0.61243504 |
| hour | -1.5164707 |
| htg_setpoint | 0.19849356 |
| month | 0.74052536 |
| outdoor_humidity | -0.22689903 |
| outdoor_temperature | 1.167155 |
| people_occupant | -0.6893384 |
| total_electricity_HVAC | -0.5403727 |
| wind_direction | 0.663168 |
| wind_speed | -0.5975275 |
| observation/ | |
| HVAC_electricity_demand_rate | 476.44348 |
| air_humidity | 42.368675 |
| air_temperature | 22.406301 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 18.393244 |
| month | 8.0 |
| outdoor_humidity | 64.0 |
| outdoor_temperature | 23.807497 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 429395.16 |
| wind_direction | 250.0 |
| wind_speed | 3.5 |
-------------------------------------------------
-------------------------------------------------*******************------------------------------------------| 58%
| action_network/ | |
| Cooling_Setpoint_RL | 0.8859904 |
| Heating_Setpoint_RL | 0.23595175 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.615217 |
| Heating_Setpoint_RL | 18.952229 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.52801245 |
| air_humidity | -0.1861089 |
| air_temperature | -0.20462428 |
| clg_setpoint | 1.4214244 |
| co2_emission | 0.0 |
| day_of_month | -1.5533043 |
| diffuse_solar_radiation | -0.758636 |
| direct_solar_radiation | -0.6129801 |
| hour | -1.371884 |
| htg_setpoint | 0.24886867 |
| month | 0.7394927 |
| outdoor_humidity | 0.38900015 |
| outdoor_temperature | 1.2305614 |
| people_occupant | -0.6896512 |
| total_electricity_HVAC | -0.5393296 |
| wind_direction | 0.66290575 |
| wind_speed | -0.5557076 |
| observation/ | |
| HVAC_electricity_demand_rate | 482.8636 |
| air_humidity | 34.919357 |
| air_temperature | 22.390833 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 18.596426 |
| month | 8.0 |
| outdoor_humidity | 77.0 |
| outdoor_temperature | 24.480043 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 435237.9 |
| wind_direction | 250.0 |
| wind_speed | 3.6 |
-------------------------------------------------
-------------------------------------------------*********************----------------------------------------| 59%
| action_network/ | |
| Cooling_Setpoint_RL | 0.46650252 |
| Heating_Setpoint_RL | 0.1701558 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.199446 |
| Heating_Setpoint_RL | 18.582127 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5257854 |
| air_humidity | -0.2273622 |
| air_temperature | -0.07600634 |
| clg_setpoint | 1.044656 |
| co2_emission | 0.0 |
| day_of_month | -1.4351709 |
| diffuse_solar_radiation | -0.7587792 |
| direct_solar_radiation | -0.6135739 |
| hour | -1.227334 |
| htg_setpoint | -0.4659682 |
| month | 0.73846436 |
| outdoor_humidity | 0.7679333 |
| outdoor_temperature | 1.2643011 |
| people_occupant | -0.6899629 |
| total_electricity_HVAC | -0.5373846 |
| wind_direction | 0.6629641 |
| wind_speed | -0.7650476 |
| observation/ | |
| HVAC_electricity_demand_rate | 494.13873 |
| air_humidity | 34.407253 |
| air_temperature | 22.605192 |
| clg_setpoint | 29.035212 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 15.6817 |
| month | 8.0 |
| outdoor_humidity | 85.0 |
| outdoor_temperature | 24.8582 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 444724.84 |
| wind_direction | 250.0 |
| wind_speed | 3.1 |
-------------------------------------------------
-------------------------------------------------*********************----------------------------------------| 59%
| action_network/ | |
| Cooling_Setpoint_RL | -0.35039008 |
| Heating_Setpoint_RL | 0.4057244 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.442434 |
| Heating_Setpoint_RL | 19.9072 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.53850067 |
| air_humidity | -1.5543905 |
| air_temperature | -0.16599919 |
| clg_setpoint | 0.39013863 |
| co2_emission | 0.0 |
| day_of_month | -1.3179723 |
| diffuse_solar_radiation | -0.5954999 |
| direct_solar_radiation | -0.4940848 |
| hour | -1.0828129 |
| htg_setpoint | -0.45884717 |
| month | 0.7374403 |
| outdoor_humidity | 1.1934283 |
| outdoor_temperature | 1.245922 |
| people_occupant | -0.68904895 |
| total_electricity_HVAC | -0.5494709 |
| wind_direction | 0.27695143 |
| wind_speed | -1.1846281 |
| observation/ | |
| HVAC_electricity_demand_rate | 436.9487 |
| air_humidity | 17.467257 |
| air_temperature | 22.457935 |
| clg_setpoint | 27.361053 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 16.5 |
| direct_solar_radiation | 30.0 |
| hour | 4.0 |
| htg_setpoint | 15.707914 |
| month | 8.0 |
| outdoor_humidity | 94.0 |
| outdoor_temperature | 24.712803 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 393253.84 |
| wind_direction | 210.0 |
| wind_speed | 2.1 |
-------------------------------------------------
--------------------------------------------------********************----------------------------------------| 59%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.53627264 |
| air_humidity | -1.9815298 |
| air_temperature | -0.038420383 |
| clg_setpoint | 0.4344662 |
| co2_emission | 0.0 |
| day_of_month | -1.2015561 |
| diffuse_solar_radiation | -0.056001037 |
| direct_solar_radiation | -0.53044987 |
| hour | -0.93831396 |
| htg_setpoint | 0.5174147 |
| month | 0.73642045 |
| outdoor_humidity | 0.34005135 |
| outdoor_temperature | 1.4328882 |
| people_occupant | -0.68813854 |
| total_electricity_HVAC | -0.5473854 |
| wind_direction | -1.5600017 |
| wind_speed | -0.34384933 |
| observation/ | |
| HVAC_electricity_demand_rate | 445.58963 |
| air_humidity | 11.932658 |
| air_temperature | 22.670252 |
| clg_setpoint | 27.477001 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 71.0 |
| direct_solar_radiation | 21.0 |
| hour | 5.0 |
| htg_setpoint | 19.683205 |
| month | 8.0 |
| outdoor_humidity | 76.0 |
| outdoor_temperature | 26.637999 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 400861.94 |
| wind_direction | 20.0 |
| wind_speed | 4.1 |
--------------------------------------------------
-------------------------------------------------*********************----------------------------------------| 59%
| action_network/ | |
| Cooling_Setpoint_RL | -0.1949451 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.96706 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5417824 |
| air_humidity | 0.49028236 |
| air_temperature | -0.30320254 |
| clg_setpoint | 1.4193323 |
| co2_emission | 0.0 |
| day_of_month | -1.0857863 |
| diffuse_solar_radiation | -0.18027098 |
| direct_solar_radiation | -0.6138755 |
| hour | -0.7938314 |
| htg_setpoint | -0.24568008 |
| month | 0.73540485 |
| outdoor_humidity | 1.1928141 |
| outdoor_temperature | 1.1831307 |
| people_occupant | -0.6884511 |
| total_electricity_HVAC | -0.55259717 |
| wind_direction | -1.3655896 |
| wind_speed | -0.34282538 |
| observation/ | |
| HVAC_electricity_demand_rate | 422.7402 |
| air_humidity | 43.517536 |
| air_temperature | 22.23434 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 58.5 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 16.573442 |
| month | 8.0 |
| outdoor_humidity | 94.0 |
| outdoor_temperature | 24.179815 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 380466.2 |
| wind_direction | 40.0 |
| wind_speed | 4.1 |
-------------------------------------------------
-------------------------------------------------**********************---------------------------------------| 60%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.59448165 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 20.96896 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.55262065 |
| air_humidity | 0.4152558 |
| air_temperature | 0.31122455 |
| clg_setpoint | 1.4195423 |
| co2_emission | 0.0 |
| day_of_month | -0.9705416 |
| diffuse_solar_radiation | 1.2750398 |
| direct_solar_radiation | -0.16372016 |
| hour | -0.6493602 |
| htg_setpoint | 1.3906118 |
| month | 0.7343934 |
| outdoor_humidity | 0.33745673 |
| outdoor_temperature | 0.7747097 |
| people_occupant | -0.6887626 |
| total_electricity_HVAC | -0.16062936 |
| wind_direction | -1.4590877 |
| wind_speed | -0.5530858 |
| observation/ | |
| HVAC_electricity_demand_rate | 376.79102 |
| air_humidity | 42.589077 |
| air_temperature | 23.249857 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 205.5 |
| direct_solar_radiation | 112.5 |
| hour | 7.0 |
| htg_setpoint | 23.25 |
| month | 8.0 |
| outdoor_humidity | 76.0 |
| outdoor_temperature | 20.112642 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2002268.1 |
| wind_direction | 30.0 |
| wind_speed | 3.6 |
-------------------------------------------------
-------------------------------------------------**********************---------------------------------------| 60%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.82068205 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.008663 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.49588144 |
| air_humidity | 1.0842196 |
| air_temperature | 0.31045675 |
| clg_setpoint | -1.2152712 |
| co2_emission | 0.0 |
| day_of_month | -0.8557151 |
| diffuse_solar_radiation | 1.0401045 |
| direct_solar_radiation | 1.9777969 |
| hour | -0.5048964 |
| htg_setpoint | -0.575333 |
| month | 0.73338616 |
| outdoor_humidity | -0.8963247 |
| outdoor_temperature | 1.1553301 |
| people_occupant | 1.6941819 |
| total_electricity_HVAC | 0.5237292 |
| wind_direction | -0.9735842 |
| wind_speed | -0.13173471 |
| observation/ | |
| HVAC_electricity_demand_rate | 4952.3887 |
| air_humidity | 51.15832 |
| air_temperature | 23.249653 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 182.0 |
| direct_solar_radiation | 648.5 |
| hour | 8.0 |
| htg_setpoint | 15.238673 |
| month | 8.0 |
| outdoor_humidity | 50.0 |
| outdoor_temperature | 23.92852 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 4830070.5 |
| wind_direction | 80.0 |
| wind_speed | 4.6 |
-------------------------------------------------
-------------------------------------------------**********************---------------------------------------| 60%
| action_network/ | |
| Cooling_Setpoint_RL | -0.5912313 |
| Heating_Setpoint_RL | 0.99161196 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.629595 |
| Heating_Setpoint_RL | 23.202816 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.78567433 |
| air_humidity | 1.1486075 |
| air_temperature | 0.30999568 |
| clg_setpoint | -1.214554 |
| co2_emission | 0.0 |
| day_of_month | -0.74121314 |
| diffuse_solar_radiation | 2.309354 |
| direct_solar_radiation | 0.886219 |
| hour | -0.36043686 |
| htg_setpoint | 0.80062073 |
| month | 0.732383 |
| outdoor_humidity | -1.4180423 |
| outdoor_temperature | 1.5281764 |
| people_occupant | 1.6931789 |
| total_electricity_HVAC | 0.7088063 |
| wind_direction | -0.19954938 |
| wind_speed | -0.9724205 |
| observation/ | |
| HVAC_electricity_demand_rate | 6215.1333 |
| air_humidity | 52.00066 |
| air_temperature | 23.249533 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 310.5 |
| direct_solar_radiation | 375.5 |
| hour | 9.0 |
| htg_setpoint | 20.850616 |
| month | 8.0 |
| outdoor_humidity | 39.0 |
| outdoor_temperature | 27.676397 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 5593620.0 |
| wind_direction | 160.0 |
| wind_speed | 2.6 |
-------------------------------------------------
--------------------------------------------------*********************---------------------------------------| 60%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.6472222 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 13.984375 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.45325986 |
| air_humidity | -0.67152005 |
| air_temperature | 0.4582794 |
| clg_setpoint | 0.6347435 |
| co2_emission | 0.0 |
| day_of_month | -0.62695515 |
| diffuse_solar_radiation | 0.78079504 |
| direct_solar_radiation | 2.1213462 |
| hour | -0.21597923 |
| htg_setpoint | -1.370105 |
| month | 0.731384 |
| outdoor_humidity | -0.088164575 |
| outdoor_temperature | 1.3551141 |
| people_occupant | -0.68969065 |
| total_electricity_HVAC | -0.4779499 |
| wind_direction | 0.08948107 |
| wind_speed | -0.12946054 |
| observation/ | |
| HVAC_electricity_demand_rate | 814.8687 |
| air_humidity | 28.75508 |
| air_temperature | 23.494352 |
| clg_setpoint | 27.986757 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 156.0 |
| direct_solar_radiation | 685.0 |
| hour | 10.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 67.0 |
| outdoor_temperature | 25.971313 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 694686.4 |
| wind_direction | 190.0 |
| wind_speed | 4.6 |
--------------------------------------------------
-------------------------------------------------***********************--------------------------------------| 61%
| action_network/ | |
| Cooling_Setpoint_RL | 0.504056 |
| Heating_Setpoint_RL | 0.50055575 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.326189 |
| Heating_Setpoint_RL | 20.440626 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.44055328 |
| air_humidity | -1.7899419 |
| air_temperature | 1.0154039 |
| clg_setpoint | 0.50355214 |
| co2_emission | 0.0 |
| day_of_month | -0.51287276 |
| diffuse_solar_radiation | 2.7583816 |
| direct_solar_radiation | 1.4170794 |
| hour | -0.0715222 |
| htg_setpoint | -1.2272912 |
| month | 0.73038906 |
| outdoor_humidity | -0.27908173 |
| outdoor_temperature | 1.6599424 |
| people_occupant | -0.6887886 |
| total_electricity_HVAC | -0.46084028 |
| wind_direction | 0.08904858 |
| wind_speed | -0.549844 |
| observation/ | |
| HVAC_electricity_demand_rate | 868.33344 |
| air_humidity | 14.419359 |
| air_temperature | 24.412823 |
| clg_setpoint | 27.652754 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 356.5 |
| direct_solar_radiation | 509.0 |
| hour | 11.0 |
| htg_setpoint | 12.577544 |
| month | 8.0 |
| outdoor_humidity | 63.0 |
| outdoor_temperature | 29.04806 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 763517.44 |
| wind_direction | 190.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------**********************--------------------------------------| 61%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.21347415 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.825792 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.3544257 |
| air_humidity | 1.0492697 |
| air_temperature | 0.3083518 |
| clg_setpoint | -1.21531 |
| co2_emission | 0.0 |
| day_of_month | -0.39890963 |
| diffuse_solar_radiation | 3.3951864 |
| direct_solar_radiation | -0.1860107 |
| hour | 0.072934814 |
| htg_setpoint | 1.0451314 |
| month | 0.7293982 |
| outdoor_humidity | -0.09000825 |
| outdoor_temperature | 1.5225238 |
| people_occupant | 0.2653399 |
| total_electricity_HVAC | 1.3723854 |
| wind_direction | -0.007982026 |
| wind_speed | -0.12770756 |
| observation/ | |
| HVAC_electricity_demand_rate | 8679.47 |
| air_humidity | 50.709106 |
| air_temperature | 23.249256 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 422.0 |
| direct_solar_radiation | 107.5 |
| hour | 12.0 |
| htg_setpoint | 21.839535 |
| month | 8.0 |
| outdoor_humidity | 67.0 |
| outdoor_temperature | 27.70153 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 8318684.5 |
| wind_direction | 180.0 |
| wind_speed | 4.6 |
--------------------------------------------------
------------------------------------------------************************--------------------------------------| 61%
| action_network/ | |
| Cooling_Setpoint_RL | -0.896012 |
| Heating_Setpoint_RL | -0.7487149 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.60096 |
| Heating_Setpoint_RL | 13.413479 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.408748 |
| air_humidity | 1.0659751 |
| air_temperature | 0.30983996 |
| clg_setpoint | -1.2148283 |
| co2_emission | 0.0 |
| day_of_month | -0.2850213 |
| diffuse_solar_radiation | 1.9256017 |
| direct_solar_radiation | 1.7072846 |
| hour | 0.21739146 |
| htg_setpoint | -1.368144 |
| month | 0.7284113 |
| outdoor_humidity | -1.7066406 |
| outdoor_temperature | 2.083482 |
| people_occupant | 1.2182972 |
| total_electricity_HVAC | 1.4955144 |
| wind_direction | -1.5556854 |
| wind_speed | -0.7604033 |
| observation/ | |
| HVAC_electricity_demand_rate | 8915.441 |
| air_humidity | 50.934345 |
| air_temperature | 23.252224 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 273.0 |
| direct_solar_radiation | 581.5 |
| hour | 13.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 33.0 |
| outdoor_temperature | 33.36472 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 8825250.0 |
| wind_direction | 20.0 |
| wind_speed | 3.1 |
------------------------------------------------
--------------------------------------------------***********************-------------------------------------| 62%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.19882268 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.506622 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.97677857 |
| air_humidity | 0.86091805 |
| air_temperature | 1.5171279 |
| clg_setpoint | -0.43715784 |
| co2_emission | 0.0 |
| day_of_month | -0.17117481 |
| diffuse_solar_radiation | 1.8151975 |
| direct_solar_radiation | 0.8838433 |
| hour | 0.3618466 |
| htg_setpoint | -1.1915343 |
| month | 0.72742844 |
| outdoor_humidity | -0.1845537 |
| outdoor_temperature | 1.6192296 |
| people_occupant | 1.6940814 |
| total_electricity_HVAC | 0.5086747 |
| wind_direction | -0.009047017 |
| wind_speed | 0.5488703 |
| observation/ | |
| HVAC_electricity_demand_rate | 7037.99 |
| air_humidity | 48.316544 |
| air_temperature | 25.238811 |
| clg_setpoint | 25.242004 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 262.0 |
| direct_solar_radiation | 375.5 |
| hour | 14.0 |
| htg_setpoint | 12.720229 |
| month | 8.0 |
| outdoor_humidity | 65.0 |
| outdoor_temperature | 28.75433 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 4761053.5 |
| wind_direction | 180.0 |
| wind_speed | 6.2 |
--------------------------------------------------
--------------------------------------------------***********************-------------------------------------| 62%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.40200034 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.363749 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.4513056 |
| air_humidity | 1.1751461 |
| air_temperature | 0.30783027 |
| clg_setpoint | -1.2140715 |
| co2_emission | 0.0 |
| day_of_month | -0.057348646 |
| diffuse_solar_radiation | 0.05543744 |
| direct_solar_radiation | 2.3025217 |
| hour | 0.5062982 |
| htg_setpoint | -0.606807 |
| month | 0.7264495 |
| outdoor_humidity | -0.5181332 |
| outdoor_temperature | 1.5015751 |
| people_occupant | 1.6930894 |
| total_electricity_HVAC | 1.4605912 |
| wind_direction | -0.2993923 |
| wind_speed | -0.5480198 |
| observation/ | |
| HVAC_electricity_demand_rate | 9102.229 |
| air_humidity | 52.346 |
| air_temperature | 23.250526 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 83.0 |
| direct_solar_radiation | 731.0 |
| hour | 15.0 |
| htg_setpoint | 15.103635 |
| month | 8.0 |
| outdoor_humidity | 58.0 |
| outdoor_temperature | 27.609585 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 8682209.0 |
| wind_direction | 150.0 |
| wind_speed | 3.6 |
--------------------------------------------------
-------------------------------------------------************************-------------------------------------| 62%
| action_network/ | |
| Cooling_Setpoint_RL | 0.18579042 |
| Heating_Setpoint_RL | 0.42464554 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.252043 |
| Heating_Setpoint_RL | 20.01363 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.3298235 |
| air_humidity | 1.8521603 |
| air_temperature | 0.3852019 |
| clg_setpoint | -1.1748557 |
| co2_emission | 0.0 |
| day_of_month | 0.05646735 |
| diffuse_solar_radiation | 0.48715127 |
| direct_solar_radiation | 0.42328462 |
| hour | 0.65074337 |
| htg_setpoint | -1.3683778 |
| month | 0.72547454 |
| outdoor_humidity | -0.18548563 |
| outdoor_temperature | 1.9074849 |
| people_occupant | 1.692102 |
| total_electricity_HVAC | 2.1768348 |
| wind_direction | -0.39473966 |
| wind_speed | -0.33562392 |
| observation/ | |
| HVAC_electricity_demand_rate | 12930.67 |
| air_humidity | 61.021458 |
| air_temperature | 23.378654 |
| clg_setpoint | 23.3491 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 127.0 |
| direct_solar_radiation | 260.5 |
| hour | 16.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 65.0 |
| outdoor_temperature | 31.73431 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 11637603.0 |
| wind_direction | 140.0 |
| wind_speed | 4.1 |
-------------------------------------------------
-------------------------------------------------************************-------------------------------------| 62%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.36419278 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.576416 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.49262723 |
| air_humidity | -1.056824 |
| air_temperature | 0.6577348 |
| clg_setpoint | 0.19925874 |
| co2_emission | 0.0 |
| day_of_month | 0.17027213 |
| diffuse_solar_radiation | -0.24538544 |
| direct_solar_radiation | -0.5588586 |
| hour | 0.79517853 |
| htg_setpoint | -1.3683974 |
| month | 0.72450346 |
| outdoor_humidity | -0.37690157 |
| outdoor_temperature | 1.6378784 |
| people_occupant | -0.68942505 |
| total_electricity_HVAC | -0.5068631 |
| wind_direction | -1.2641046 |
| wind_speed | 1.1858579 |
| observation/ | |
| HVAC_electricity_demand_rate | 649.1376 |
| air_humidity | 23.811337 |
| air_temperature | 23.826807 |
| clg_setpoint | 26.870905 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 52.5 |
| direct_solar_radiation | 14.5 |
| hour | 17.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 61.0 |
| outdoor_temperature | 29.070456 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 580873.7 |
| wind_direction | 50.0 |
| wind_speed | 7.7 |
-------------------------------------------------
-------------------------------------------------*************************------------------------------------| 63%
| action_network/ | |
| Cooling_Setpoint_RL | 0.5116434 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.351797 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.48985615 |
| air_humidity | -1.7951775 |
| air_temperature | 0.6263717 |
| clg_setpoint | 0.07298724 |
| co2_emission | 0.0 |
| day_of_month | 0.28405344 |
| diffuse_solar_radiation | -0.76068294 |
| direct_solar_radiation | -0.61726975 |
| hour | 0.9395991 |
| htg_setpoint | 0.26209348 |
| month | 0.7235363 |
| outdoor_humidity | -0.42262834 |
| outdoor_temperature | 1.403495 |
| people_occupant | -0.6885346 |
| total_electricity_HVAC | -0.50558335 |
| wind_direction | -0.77704304 |
| wind_speed | -0.75931644 |
| observation/ | |
| HVAC_electricity_demand_rate | 659.6121 |
| air_humidity | 14.302734 |
| air_temperature | 23.775833 |
| clg_setpoint | 26.54869 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 18.64334 |
| month | 8.0 |
| outdoor_humidity | 60.0 |
| outdoor_temperature | 26.763706 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 584701.94 |
| wind_direction | 100.0 |
| wind_speed | 3.1 |
-------------------------------------------------
-------------------------------------------------*************************------------------------------------| 63%
| action_network/ | |
| Cooling_Setpoint_RL | 0.74655074 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.14461 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4928997 |
| air_humidity | 1.0987376 |
| air_temperature | 0.35712504 |
| clg_setpoint | 1.2214974 |
| co2_emission | 0.0 |
| day_of_month | 0.39778802 |
| diffuse_solar_radiation | -0.76091564 |
| direct_solar_radiation | -0.61772203 |
| hour | 1.0839999 |
| htg_setpoint | 1.3923777 |
| month | 0.72257304 |
| outdoor_humidity | -0.23061103 |
| outdoor_temperature | 0.87367624 |
| people_occupant | -0.45043272 |
| total_electricity_HVAC | -0.50629646 |
| wind_direction | -0.8716086 |
| wind_speed | -0.33687505 |
| observation/ | |
| HVAC_electricity_demand_rate | 647.2188 |
| air_humidity | 51.36483 |
| air_temperature | 23.334293 |
| clg_setpoint | 29.48983 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 23.25 |
| month | 8.0 |
| outdoor_humidity | 64.0 |
| outdoor_temperature | 21.448244 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 582496.94 |
| wind_direction | 90.0 |
| wind_speed | 4.1 |
-------------------------------------------------
-------------------------------------------------*************************------------------------------------| 63%
| action_network/ | |
| Cooling_Setpoint_RL | -0.84367406 |
| Heating_Setpoint_RL | 0.28926554 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.7776 |
| Heating_Setpoint_RL | 19.25212 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4922172 |
| air_humidity | 0.88821167 |
| air_temperature | 0.2111067 |
| clg_setpoint | -0.8592776 |
| co2_emission | 0.0 |
| day_of_month | 0.5114416 |
| diffuse_solar_radiation | -0.7611469 |
| direct_solar_radiation | -0.6181472 |
| hour | 1.2283747 |
| htg_setpoint | -0.12929277 |
| month | 0.7216135 |
| outdoor_humidity | 0.5799849 |
| outdoor_temperature | 0.85960513 |
| people_occupant | -0.4507949 |
| total_electricity_HVAC | -0.5056518 |
| wind_direction | 0.4842293 |
| wind_speed | -1.1827847 |
| observation/ | |
| HVAC_electricity_demand_rate | 651.7 |
| air_humidity | 48.683994 |
| air_temperature | 23.095499 |
| clg_setpoint | 24.156496 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 17.046938 |
| month | 8.0 |
| outdoor_humidity | 81.0 |
| outdoor_temperature | 21.319752 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 586530.0 |
| wind_direction | 230.0 |
| wind_speed | 2.1 |
-------------------------------------------------
--------------------------------------------------************************------------------------------------| 63%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.50586396 |
| air_humidity | 0.78747845 |
| air_temperature | 0.06051926 |
| clg_setpoint | -0.06589412 |
| co2_emission | 0.0 |
| day_of_month | 0.624969 |
| diffuse_solar_radiation | -0.76113486 |
| direct_solar_radiation | -0.61857504 |
| hour | 1.3727167 |
| htg_setpoint | 0.3953376 |
| month | 0.7206579 |
| outdoor_humidity | 0.008827231 |
| outdoor_temperature | 1.5349988 |
| people_occupant | -0.689446 |
| total_electricity_HVAC | -0.5186411 |
| wind_direction | 0.58034223 |
| wind_speed | -0.1238525 |
| observation/ | |
| HVAC_electricity_demand_rate | 594.6686 |
| air_humidity | 47.404034 |
| air_temperature | 22.849186 |
| clg_setpoint | 26.187414 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 19.183815 |
| month | 8.0 |
| outdoor_humidity | 69.0 |
| outdoor_temperature | 28.165903 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 535201.75 |
| wind_direction | 240.0 |
| wind_speed | 4.6 |
| train/ | |
| approx_kl | 0.0053591896 |
| clip_fraction | 0.0602 |
| clip_range | 0.2 |
| entropy_loss | -2.71 |
| explained_variance | 0.747 |
| learning_rate | 0.0003 |
| loss | 0.979 |
| n_updates | 280 |
| policy_gradient_loss | -0.00912 |
| std | 0.939 |
| value_loss | 2.56 |
--------------------------------------------------
-------------------------------------------------**************************-----------------------------------| 64%
| action_network/ | |
| Cooling_Setpoint_RL | 0.39990187 |
| Heating_Setpoint_RL | 0.64344805 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.974669 |
| Heating_Setpoint_RL | 21.244396 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.51354706 |
| air_humidity | 0.5123494 |
| air_temperature | -0.16261993 |
| clg_setpoint | -0.8660646 |
| co2_emission | 0.0 |
| day_of_month | 0.7383146 |
| diffuse_solar_radiation | -0.76116514 |
| direct_solar_radiation | -0.6191017 |
| hour | 1.5170181 |
| htg_setpoint | 0.9986627 |
| month | 0.71970606 |
| outdoor_humidity | -1.3698883 |
| outdoor_temperature | 1.0140697 |
| people_occupant | -0.68974775 |
| total_electricity_HVAC | -0.52595806 |
| wind_direction | 1.6413928 |
| wind_speed | -0.12423547 |
| observation/ | |
| HVAC_electricity_demand_rate | 562.3599 |
| air_humidity | 43.88625 |
| air_temperature | 22.484753 |
| clg_setpoint | 24.136541 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 21.64179 |
| month | 8.0 |
| outdoor_humidity | 40.0 |
| outdoor_temperature | 22.949697 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 506123.9 |
| wind_direction | 350.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------*************************-----------------------------------| 64%
| action_network/ | |
| Cooling_Setpoint_RL | -0.59836376 |
| Heating_Setpoint_RL | 0.89267665 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.605522 |
| Heating_Setpoint_RL | 22.646305 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5373796 |
| air_humidity | 0.51631004 |
| air_temperature | -0.6651219 |
| clg_setpoint | 1.0867481 |
| co2_emission | 0.0 |
| day_of_month | 0.8514124 |
| diffuse_solar_radiation | -0.7612892 |
| direct_solar_radiation | -0.6194488 |
| hour | 1.6612705 |
| htg_setpoint | -1.35368 |
| month | 0.7187579 |
| outdoor_humidity | 0.20275378 |
| outdoor_temperature | 0.8544568 |
| people_occupant | -0.69004846 |
| total_electricity_HVAC | -0.5486369 |
| wind_direction | 0.38530734 |
| wind_speed | -0.123989776 |
| observation/ | |
| HVAC_electricity_demand_rate | 459.8146 |
| air_humidity | 43.948147 |
| air_temperature | 21.663012 |
| clg_setpoint | 29.13746 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 12.048273 |
| month | 8.0 |
| outdoor_humidity | 73.0 |
| outdoor_temperature | 21.35486 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 413833.16 |
| wind_direction | 220.0 |
| wind_speed | 4.6 |
--------------------------------------------------
--------------------------------------------------**************************----------------------------------| 65%
| action_network/ | |
| Cooling_Setpoint_RL | 0.5600705 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.515238 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5361681 |
| air_humidity | -1.5192788 |
| air_temperature | -0.12815358 |
| clg_setpoint | -0.073835775 |
| co2_emission | 0.0 |
| day_of_month | 1.0785663 |
| diffuse_solar_radiation | -0.7614073 |
| direct_solar_radiation | -0.619784 |
| hour | -1.6611117 |
| htg_setpoint | -1.3644266 |
| month | 0.71781355 |
| outdoor_humidity | -1.2709609 |
| outdoor_temperature | 0.84636855 |
| people_occupant | -0.68916595 |
| total_electricity_HVAC | -0.54747796 |
| wind_direction | 1.6400887 |
| wind_speed | 0.5534032 |
| observation/ | |
| HVAC_electricity_demand_rate | 463.7557 |
| air_humidity | 17.869425 |
| air_temperature | 22.542898 |
| clg_setpoint | 26.16532 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 42.0 |
| outdoor_temperature | 21.302277 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 417380.12 |
| wind_direction | 350.0 |
| wind_speed | 6.2 |
--------------------------------------------------
-------------------------------------------------***************************----------------------------------| 65%
| action_network/ | |
| Cooling_Setpoint_RL | 0.20098953 |
| Heating_Setpoint_RL | 0.2674887 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.303339 |
| Heating_Setpoint_RL | 19.129623 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.17116289 |
| air_humidity | -1.1918873 |
| air_temperature | 0.30333334 |
| clg_setpoint | -0.84640074 |
| co2_emission | 0.0 |
| day_of_month | 1.1908928 |
| diffuse_solar_radiation | -0.76158696 |
| direct_solar_radiation | -0.6202228 |
| hour | -1.5164869 |
| htg_setpoint | 1.3941194 |
| month | 0.71687293 |
| outdoor_humidity | -0.1741039 |
| outdoor_temperature | 0.56541896 |
| people_occupant | -0.68828684 |
| total_electricity_HVAC | -0.20054322 |
| wind_direction | -1.2560176 |
| wind_speed | -1.1860087 |
| observation/ | |
| HVAC_electricity_demand_rate | 2042.5071 |
| air_humidity | 22.02161 |
| air_temperature | 23.249083 |
| clg_setpoint | 24.186407 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 8.0 |
| outdoor_humidity | 65.0 |
| outdoor_temperature | 18.480145 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1838256.4 |
| wind_direction | 50.0 |
| wind_speed | 2.1 |
-------------------------------------------------
-------------------------------------------------***************************----------------------------------| 65%
| action_network/ | |
| Cooling_Setpoint_RL | 0.27135324 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.540817 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5403493 |
| air_humidity | 0.18423249 |
| air_temperature | -0.252639 |
| clg_setpoint | -1.2111804 |
| co2_emission | 0.0 |
| day_of_month | 1.3026842 |
| diffuse_solar_radiation | -0.76181 |
| direct_solar_radiation | -0.6205722 |
| hour | -1.3719053 |
| htg_setpoint | -0.18253659 |
| month | 0.71593595 |
| outdoor_humidity | 0.8731132 |
| outdoor_temperature | 0.8520468 |
| people_occupant | -0.6885883 |
| total_electricity_HVAC | -0.55148435 |
| wind_direction | 0.5788092 |
| wind_speed | -0.33717576 |
| observation/ | |
| HVAC_electricity_demand_rate | 445.71216 |
| air_humidity | 39.66477 |
| air_temperature | 22.34103 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 16.817167 |
| month | 8.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 21.39466 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 401140.94 |
| wind_direction | 240.0 |
| wind_speed | 4.1 |
-------------------------------------------------
-------------------------------------------------***************************----------------------------------| 65%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.15305543 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 16.764063 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.54191655 |
| air_humidity | 0.42089948 |
| air_temperature | -0.4908554 |
| clg_setpoint | -1.2104884 |
| co2_emission | 0.0 |
| day_of_month | 1.413834 |
| diffuse_solar_radiation | -0.76198524 |
| direct_solar_radiation | -0.62060267 |
| hour | -1.2273589 |
| htg_setpoint | 0.18091153 |
| month | 0.71500266 |
| outdoor_humidity | 0.44457653 |
| outdoor_temperature | 0.67073834 |
| people_occupant | -0.68888885 |
| total_electricity_HVAC | -0.55303645 |
| wind_direction | -1.352755 |
| wind_speed | -0.5493928 |
| observation/ | |
| HVAC_electricity_demand_rate | 440.51917 |
| air_humidity | 42.71481 |
| air_temperature | 21.95296 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 18.29923 |
| month | 8.0 |
| outdoor_humidity | 78.0 |
| outdoor_temperature | 19.580679 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 396467.25 |
| wind_direction | 40.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------***************************---------------------------------| 66%
| action_network/ | |
| Cooling_Setpoint_RL | 0.3137601 |
| Heating_Setpoint_RL | -0.039961696 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.68394 |
| Heating_Setpoint_RL | 17.400215 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.62397057 |
| air_humidity | 1.010408 |
| air_temperature | -0.34363043 |
| clg_setpoint | -0.76557964 |
| co2_emission | 0.0 |
| day_of_month | 1.5242283 |
| diffuse_solar_radiation | -0.76206976 |
| direct_solar_radiation | -0.62102365 |
| hour | -1.0828401 |
| htg_setpoint | 0.086231954 |
| month | 0.714073 |
| outdoor_humidity | 0.44564015 |
| outdoor_temperature | 0.36306006 |
| people_occupant | -0.6891884 |
| total_electricity_HVAC | -0.63105816 |
| wind_direction | -1.3509979 |
| wind_speed | -0.7615346 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 50.279003 |
| air_temperature | 22.194498 |
| clg_setpoint | 24.387491 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 17.913746 |
| month | 8.0 |
| outdoor_humidity | 78.0 |
| outdoor_temperature | 16.483877 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 40.0 |
| wind_speed | 3.1 |
--------------------------------------------------
-------------------------------------------------****************************---------------------------------| 66%
| action_network/ | |
| Cooling_Setpoint_RL | 0.64964414 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.817549 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.54990333 |
| air_humidity | -0.02074347 |
| air_temperature | -0.43955913 |
| clg_setpoint | -0.795135 |
| co2_emission | 0.0 |
| day_of_month | 1.6337464 |
| diffuse_solar_radiation | -0.39861664 |
| direct_solar_radiation | 0.034315825 |
| hour | -0.93834263 |
| htg_setpoint | 0.45477587 |
| month | 0.7131469 |
| outdoor_humidity | -0.17344366 |
| outdoor_temperature | 0.65698904 |
| people_occupant | -0.6894869 |
| total_electricity_HVAC | -0.56062645 |
| wind_direction | -1.543203 |
| wind_speed | 0.13241455 |
| observation/ | |
| HVAC_electricity_demand_rate | 408.62396 |
| air_humidity | 37.092243 |
| air_temperature | 22.038872 |
| clg_setpoint | 24.309454 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 37.0 |
| direct_solar_radiation | 165.0 |
| hour | 5.0 |
| htg_setpoint | 19.417187 |
| month | 8.0 |
| outdoor_humidity | 65.0 |
| outdoor_temperature | 19.468807 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 367981.94 |
| wind_direction | 20.0 |
| wind_speed | 5.2 |
-------------------------------------------------
--------------------------------------------------***************************---------------------------------| 66%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.54561234 |
| air_humidity | 0.5082309 |
| air_temperature | -0.006443708 |
| clg_setpoint | 1.4274923 |
| co2_emission | 0.0 |
| day_of_month | 1.7422615 |
| diffuse_solar_radiation | 0.23055176 |
| direct_solar_radiation | 0.49984044 |
| hour | -0.7938608 |
| htg_setpoint | -0.08289895 |
| month | 0.7122245 |
| outdoor_humidity | 0.49504194 |
| outdoor_temperature | 0.755335 |
| people_occupant | -0.68978447 |
| total_electricity_HVAC | -0.55723226 |
| wind_direction | 0.7751808 |
| wind_speed | -1.4384756 |
| observation/ | |
| HVAC_electricity_demand_rate | 428.16116 |
| air_humidity | 43.862926 |
| air_temperature | 22.745836 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 101.0 |
| direct_solar_radiation | 282.5 |
| hour | 6.0 |
| htg_setpoint | 17.22283 |
| month | 8.0 |
| outdoor_humidity | 79.0 |
| outdoor_temperature | 20.482166 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 382835.22 |
| wind_direction | 260.0 |
| wind_speed | 1.5 |
--------------------------------------------------
--------------------------------------------------***************************---------------------------------| 66%
| action_network/ | |
| Cooling_Setpoint_RL | 0.12515503 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.047398 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5153186 |
| air_humidity | -1.3605438 |
| air_temperature | 0.0070086815 |
| clg_setpoint | 1.4269505 |
| co2_emission | 0.0 |
| day_of_month | -1.6714108 |
| diffuse_solar_radiation | 0.16219479 |
| direct_solar_radiation | 1.7102034 |
| hour | -0.6493899 |
| htg_setpoint | -0.8138984 |
| month | 1.0241013 |
| outdoor_humidity | -0.6012424 |
| outdoor_temperature | 1.4242504 |
| people_occupant | -0.6889131 |
| total_electricity_HVAC | -0.5341726 |
| wind_direction | 1.3540314 |
| wind_speed | 0.55847484 |
| observation/ | |
| HVAC_electricity_demand_rate | 557.4823 |
| air_humidity | 19.94637 |
| air_temperature | 22.76825 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 94.0 |
| direct_solar_radiation | 588.0 |
| hour | 7.0 |
| htg_setpoint | 14.237245 |
| month | 9.0 |
| outdoor_humidity | 56.0 |
| outdoor_temperature | 27.259668 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 475783.8 |
| wind_direction | 320.0 |
| wind_speed | 6.2 |
--------------------------------------------------
-------------------------------------------------*****************************--------------------------------| 67%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.30483645 |
| air_humidity | -0.4642707 |
| air_temperature | 0.3025497 |
| clg_setpoint | -1.208926 |
| co2_emission | 0.0 |
| day_of_month | -1.5527713 |
| diffuse_solar_radiation | 1.5446982 |
| direct_solar_radiation | 0.46989518 |
| hour | -0.5049261 |
| htg_setpoint | 0.969772 |
| month | 1.0223095 |
| outdoor_humidity | -0.6464501 |
| outdoor_temperature | 1.0106809 |
| people_occupant | 1.696492 |
| total_electricity_HVAC | 0.47099844 |
| wind_direction | -1.5424672 |
| wind_speed | -0.33383211 |
| observation/ | |
| HVAC_electricity_demand_rate | 4091.124 |
| air_humidity | 31.361307 |
| air_temperature | 23.250465 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 234.5 |
| direct_solar_radiation | 275.5 |
| hour | 8.0 |
| htg_setpoint | 21.513256 |
| month | 9.0 |
| outdoor_humidity | 55.0 |
| outdoor_temperature | 23.10727 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 4577239.5 |
| wind_direction | 20.0 |
| wind_speed | 4.1 |
-------------------------------------------------
-------------------------------------------------*****************************--------------------------------| 67%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.5490004 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 14.536873 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.39739457 |
| air_humidity | 0.8170068 |
| air_temperature | 0.30099156 |
| clg_setpoint | -1.2083659 |
| co2_emission | 0.0 |
| day_of_month | -1.4351488 |
| diffuse_solar_radiation | 1.018164 |
| direct_solar_radiation | 2.1616735 |
| hour | -0.36046636 |
| htg_setpoint | 0.8161675 |
| month | 1.0205274 |
| outdoor_humidity | -1.503786 |
| outdoor_temperature | 1.0531789 |
| people_occupant | 1.6955234 |
| total_electricity_HVAC | 0.33959484 |
| wind_direction | -1.2499963 |
| wind_speed | -1.4375037 |
| observation/ | |
| HVAC_electricity_demand_rate | 4489.293 |
| air_humidity | 47.792107 |
| air_temperature | 23.248787 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 181.0 |
| direct_solar_radiation | 702.0 |
| hour | 9.0 |
| htg_setpoint | 20.890865 |
| month | 9.0 |
| outdoor_humidity | 37.0 |
| outdoor_temperature | 23.54837 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 4040363.8 |
| wind_direction | 50.0 |
| wind_speed | 1.5 |
-------------------------------------------------
-------------------------------------------------*****************************--------------------------------| 67%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.72113615 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.568609 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.1168703 |
| air_humidity | 1.1444426 |
| air_temperature | 0.3009345 |
| clg_setpoint | -1.208077 |
| co2_emission | 0.0 |
| day_of_month | -1.3183861 |
| diffuse_solar_radiation | 0.80170757 |
| direct_solar_radiation | 2.4687417 |
| hour | -0.21600848 |
| htg_setpoint | 0.019030077 |
| month | 1.0187544 |
| outdoor_humidity | -1.1219795 |
| outdoor_temperature | 1.2546008 |
| people_occupant | 1.6945593 |
| total_electricity_HVAC | 1.0831106 |
| wind_direction | 0.19567046 |
| wind_speed | -0.54302555 |
| observation/ | |
| HVAC_electricity_demand_rate | 7585.24 |
| air_humidity | 51.998592 |
| air_temperature | 23.249516 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 159.0 |
| direct_solar_radiation | 780.0 |
| hour | 10.0 |
| htg_setpoint | 17.63944 |
| month | 9.0 |
| outdoor_humidity | 45.0 |
| outdoor_temperature | 25.597338 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 7070435.5 |
| wind_direction | 200.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------*****************************-------------------------------| 68%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.1653954 |
| air_humidity | 1.1077924 |
| air_temperature | 0.30026406 |
| clg_setpoint | -1.2077413 |
| co2_emission | 0.0 |
| day_of_month | -1.2023423 |
| diffuse_solar_radiation | 0.8760344 |
| direct_solar_radiation | 2.52511 |
| hour | -0.071551144 |
| htg_setpoint | -0.8379667 |
| month | 1.0169907 |
| outdoor_humidity | -0.5023224 |
| outdoor_temperature | 1.3544592 |
| people_occupant | 1.2170973 |
| total_electricity_HVAC | 1.0723424 |
| wind_direction | 0.19524881 |
| wind_speed | -0.5426403 |
| observation/ | |
| HVAC_electricity_demand_rate | 7791.9937 |
| air_humidity | 51.53984 |
| air_temperature | 23.249298 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 166.5 |
| direct_solar_radiation | 795.0 |
| hour | 11.0 |
| htg_setpoint | 14.142264 |
| month | 9.0 |
| outdoor_humidity | 58.0 |
| outdoor_temperature | 26.625992 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 7024924.0 |
| wind_direction | 200.0 |
| wind_speed | 3.6 |
--------------------------------------------------
-------------------------------------------------******************************-------------------------------| 68%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.505804 |
| air_humidity | 1.053931 |
| air_temperature | 0.30374235 |
| clg_setpoint | -1.2075349 |
| co2_emission | 0.0 |
| day_of_month | -1.0868912 |
| diffuse_solar_radiation | 0.8618903 |
| direct_solar_radiation | 1.6135964 |
| hour | 0.07290615 |
| htg_setpoint | -0.2670841 |
| month | 1.015236 |
| outdoor_humidity | -0.5981973 |
| outdoor_temperature | 1.2601786 |
| people_occupant | 0.26336762 |
| total_electricity_HVAC | 0.7489466 |
| wind_direction | 0.09873238 |
| wind_speed | -0.32937285 |
| observation/ | |
| HVAC_electricity_demand_rate | 4953.3833 |
| air_humidity | 50.862335 |
| air_temperature | 23.255861 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 165.0 |
| direct_solar_radiation | 565.5 |
| hour | 12.0 |
| htg_setpoint | 16.47165 |
| month | 9.0 |
| outdoor_humidity | 56.0 |
| outdoor_temperature | 25.69485 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 5706407.5 |
| wind_direction | 190.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------*****************************-------------------------------| 68%
| action_network/ | |
| Cooling_Setpoint_RL | 0.6246778 |
| Heating_Setpoint_RL | -0.14581084 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.733288 |
| Heating_Setpoint_RL | 16.804813 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4915769 |
| air_humidity | -0.94153935 |
| air_temperature | 0.7783599 |
| clg_setpoint | 1.3766376 |
| co2_emission | 0.0 |
| day_of_month | -0.97192067 |
| diffuse_solar_radiation | 0.69471025 |
| direct_solar_radiation | 2.2642481 |
| hour | 0.21736312 |
| htg_setpoint | -1.3626858 |
| month | 1.0134904 |
| outdoor_humidity | 0.26009294 |
| outdoor_temperature | 1.3674304 |
| people_occupant | -0.6895268 |
| total_electricity_HVAC | -0.5065929 |
| wind_direction | 0.0020711918 |
| wind_speed | 0.5651922 |
| observation/ | |
| HVAC_electricity_demand_rate | 663.94543 |
| air_humidity | 25.333174 |
| air_temperature | 24.027245 |
| clg_setpoint | 29.869175 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 148.0 |
| direct_solar_radiation | 730.5 |
| hour | 13.0 |
| htg_setpoint | 12.0 |
| month | 9.0 |
| outdoor_humidity | 74.0 |
| outdoor_temperature | 26.795242 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 592712.44 |
| wind_direction | 180.0 |
| wind_speed | 6.2 |
--------------------------------------------------
-------------------------------------------------******************************-------------------------------| 68%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.27553037 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 16.075142 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.51926154 |
| air_humidity | -1.8015567 |
| air_temperature | 0.3687293 |
| clg_setpoint | 1.3188627 |
| co2_emission | 0.0 |
| day_of_month | -0.8573316 |
| diffuse_solar_radiation | 0.71360487 |
| direct_solar_radiation | -0.624769 |
| hour | 0.3618186 |
| htg_setpoint | -1.361843 |
| month | 1.0117538 |
| outdoor_humidity | 0.45030534 |
| outdoor_temperature | 0.88708943 |
| people_occupant | -0.6886662 |
| total_electricity_HVAC | -0.532143 |
| wind_direction | -1.1573395 |
| wind_speed | -0.11589524 |
| observation/ | |
| HVAC_electricity_demand_rate | 543.2075 |
| air_humidity | 14.271077 |
| air_temperature | 23.362331 |
| clg_setpoint | 29.724216 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 150.0 |
| direct_solar_radiation | 0.0 |
| hour | 14.0 |
| htg_setpoint | 12.0 |
| month | 9.0 |
| outdoor_humidity | 78.0 |
| outdoor_temperature | 21.957493 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 487072.4 |
| wind_direction | 60.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------******************************------------------------------| 69%
| action_network/ | |
| Cooling_Setpoint_RL | 0.1367737 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.08661 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.33703914 |
| air_humidity | 1.5308626 |
| air_temperature | 0.30074826 |
| clg_setpoint | -1.2086186 |
| co2_emission | 0.0 |
| day_of_month | -0.7430374 |
| diffuse_solar_radiation | 0.24584599 |
| direct_solar_radiation | -0.62442595 |
| hour | 0.5062707 |
| htg_setpoint | 0.73232335 |
| month | 1.0100261 |
| outdoor_humidity | 0.35419407 |
| outdoor_temperature | 1.0702424 |
| people_occupant | 1.6954135 |
| total_electricity_HVAC | 0.47435865 |
| wind_direction | -0.2861578 |
| wind_speed | -0.114619635 |
| observation/ | |
| HVAC_electricity_demand_rate | 4219.664 |
| air_humidity | 56.961155 |
| air_temperature | 23.251934 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 102.5 |
| direct_solar_radiation | 0.0 |
| hour | 15.0 |
| htg_setpoint | 20.548193 |
| month | 9.0 |
| outdoor_humidity | 76.0 |
| outdoor_temperature | 23.821865 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 4579769.0 |
| wind_direction | 150.0 |
| wind_speed | 4.6 |
--------------------------------------------------
-------------------------------------------------*******************************------------------------------| 69%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.12523502 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.329447 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.3742996 |
| air_humidity | 0.3525502 |
| air_temperature | 0.29827696 |
| clg_setpoint | -1.2081633 |
| co2_emission | 0.0 |
| day_of_month | -0.6289636 |
| diffuse_solar_radiation | -0.33977067 |
| direct_solar_radiation | 1.349276 |
| hour | 0.65071666 |
| htg_setpoint | -1.3615615 |
| month | 1.0083072 |
| outdoor_humidity | -1.8910316 |
| outdoor_temperature | 0.8959502 |
| people_occupant | 1.6944594 |
| total_electricity_HVAC | 0.31737474 |
| wind_direction | 1.4516699 |
| wind_speed | 0.77997655 |
| observation/ | |
| HVAC_electricity_demand_rate | 4377.9634 |
| air_humidity | 41.85827 |
| air_temperature | 23.248436 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 43.0 |
| direct_solar_radiation | 499.5 |
| hour | 16.0 |
| htg_setpoint | 12.0 |
| month | 9.0 |
| outdoor_humidity | 29.0 |
| outdoor_temperature | 22.070057 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 3940167.2 |
| wind_direction | 330.0 |
| wind_speed | 6.7 |
-------------------------------------------------
--------------------------------------------------******************************------------------------------| 69%
| action_network/ | |
| Cooling_Setpoint_RL | -0.11700952 |
| Heating_Setpoint_RL | -0.051375367 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.230093 |
| Heating_Setpoint_RL | 17.336014 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.043812223 |
| air_humidity | 0.681421 |
| air_temperature | 0.29841223 |
| clg_setpoint | -1.2073771 |
| co2_emission | 0.0 |
| day_of_month | -0.5150472 |
| diffuse_solar_radiation | -0.54677576 |
| direct_solar_radiation | -0.42566556 |
| hour | 0.79515296 |
| htg_setpoint | -1.3615121 |
| month | 1.006597 |
| outdoor_humidity | -1.1715897 |
| outdoor_temperature | 0.6651419 |
| people_occupant | 1.6935097 |
| total_electricity_HVAC | 0.003285623 |
| wind_direction | -0.09202637 |
| wind_speed | -0.32738551 |
| observation/ | |
| HVAC_electricity_demand_rate | 2959.7642 |
| air_humidity | 46.06511 |
| air_temperature | 23.248951 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 22.0 |
| direct_solar_radiation | 50.5 |
| hour | 17.0 |
| htg_setpoint | 12.0 |
| month | 9.0 |
| outdoor_humidity | 44.0 |
| outdoor_temperature | 19.73941 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2663787.8 |
| wind_direction | 170.0 |
| wind_speed | 4.1 |
| train/ | |
| approx_kl | 0.010657936 |
| clip_fraction | 0.12 |
| clip_range | 0.2 |
| entropy_loss | -2.71 |
| explained_variance | 0.696 |
| learning_rate | 0.0003 |
| loss | 0.423 |
| n_updates | 290 |
| policy_gradient_loss | -0.0172 |
| std | 0.938 |
| value_loss | 1.33 |
--------------------------------------------------
--------------------------------------------------******************************------------------------------| 69%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.34609526 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.571787 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4368297 |
| air_humidity | 1.1428431 |
| air_temperature | 1.067886 |
| clg_setpoint | -0.49608484 |
| co2_emission | 0.0 |
| day_of_month | -0.40123656 |
| diffuse_solar_radiation | -0.7636349 |
| direct_solar_radiation | -0.62533677 |
| hour | 0.9395753 |
| htg_setpoint | 0.8114845 |
| month | 1.0048956 |
| outdoor_humidity | 0.50083715 |
| outdoor_temperature | 0.8848904 |
| people_occupant | 0.5014999 |
| total_electricity_HVAC | -0.45555392 |
| wind_direction | 0.0036940638 |
| wind_speed | 0.99497 |
| observation/ | |
| HVAC_electricity_demand_rate | 899.3478 |
| air_humidity | 51.986458 |
| air_temperature | 24.496414 |
| clg_setpoint | 25.071604 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 20.873196 |
| month | 9.0 |
| outdoor_humidity | 79.0 |
| outdoor_temperature | 21.96668 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 800869.5 |
| wind_direction | 180.0 |
| wind_speed | 7.2 |
--------------------------------------------------
-------------------------------------------------********************************-----------------------------| 70%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.7415997 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 21.796497 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.49885124 |
| air_humidity | 1.4539422 |
| air_temperature | 0.3031794 |
| clg_setpoint | 1.4271109 |
| co2_emission | 0.0 |
| day_of_month | -0.2874912 |
| diffuse_solar_radiation | -0.7636116 |
| direct_solar_radiation | -0.62485135 |
| hour | 1.0839787 |
| htg_setpoint | -0.36862934 |
| month | 1.0032027 |
| outdoor_humidity | 0.9302523 |
| outdoor_temperature | 1.1614873 |
| people_occupant | -0.45188078 |
| total_electricity_HVAC | -0.5124235 |
| wind_direction | 0.29307246 |
| wind_speed | -0.5404676 |
| observation/ | |
| HVAC_electricity_demand_rate | 634.6009 |
| air_humidity | 55.993473 |
| air_temperature | 23.258343 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 16.056376 |
| month | 9.0 |
| outdoor_humidity | 88.0 |
| outdoor_temperature | 24.775768 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 571140.8 |
| wind_direction | 210.0 |
| wind_speed | 3.6 |
-------------------------------------------------
---------------------------------------------------******************************-----------------------------| 70%
| action_network/ | |
| Cooling_Setpoint_RL | -0.17489693 |
| Heating_Setpoint_RL | -0.0069598556 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.034723 |
| Heating_Setpoint_RL | 17.58585 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5099716 |
| air_humidity | -1.2929506 |
| air_temperature | 0.4129962 |
| clg_setpoint | 0.45855814 |
| co2_emission | 0.0 |
| day_of_month | -0.1737815 |
| diffuse_solar_radiation | -0.76369494 |
| direct_solar_radiation | -0.6249609 |
| hour | 1.2283571 |
| htg_setpoint | 0.5617346 |
| month | 1.0015184 |
| outdoor_humidity | -0.88630164 |
| outdoor_temperature | 1.1194927 |
| people_occupant | -0.68927515 |
| total_electricity_HVAC | -0.5229929 |
| wind_direction | -1.7372721 |
| wind_speed | 0.14224336 |
| observation/ | |
| HVAC_electricity_demand_rate | 585.1891 |
| air_humidity | 20.802546 |
| air_temperature | 23.436686 |
| clg_setpoint | 27.519642 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 19.853622 |
| month | 9.0 |
| outdoor_humidity | 50.0 |
| outdoor_temperature | 24.376162 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 526670.2 |
| wind_direction | 0.0 |
| wind_speed | 5.2 |
---------------------------------------------------
-------------------------------------------------********************************-----------------------------| 70%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.92025566 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 22.801437 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6260518 |
| air_humidity | 0.020130398 |
| air_temperature | 0.076066926 |
| clg_setpoint | -1.2077454 |
| co2_emission | 0.0 |
| day_of_month | -0.0600886 |
| diffuse_solar_radiation | -0.7637365 |
| direct_solar_radiation | -0.6252257 |
| hour | 1.3727039 |
| htg_setpoint | 0.46114022 |
| month | 0.99984246 |
| outdoor_humidity | -0.78985184 |
| outdoor_temperature | 0.440807 |
| people_occupant | -0.6884252 |
| total_electricity_HVAC | -0.6333003 |
| wind_direction | -1.2524745 |
| wind_speed | -0.54055905 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 37.604393 |
| air_temperature | 22.891897 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 19.44281 |
| month | 9.0 |
| outdoor_humidity | 52.0 |
| outdoor_temperature | 17.52943 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 50.0 |
| wind_speed | 3.6 |
-------------------------------------------------
-------------------------------------------------*********************************----------------------------| 71%
| action_network/ | |
| Cooling_Setpoint_RL | 0.12848023 |
| Heating_Setpoint_RL | -0.2182109 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.05862 |
| Heating_Setpoint_RL | 16.397564 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.53805345 |
| air_humidity | 0.9811029 |
| air_temperature | -0.34817266 |
| clg_setpoint | -0.8482446 |
| co2_emission | 0.0 |
| day_of_month | 0.053595565 |
| diffuse_solar_radiation | -0.7633637 |
| direct_solar_radiation | -0.624901 |
| hour | 1.5170118 |
| htg_setpoint | 0.17129123 |
| month | 0.99817497 |
| outdoor_humidity | 0.3581371 |
| outdoor_temperature | 0.8201211 |
| people_occupant | -0.6887164 |
| total_electricity_HVAC | -0.54895735 |
| wind_direction | -0.2856135 |
| wind_speed | 0.14334302 |
| observation/ | |
| HVAC_electricity_demand_rate | 464.3979 |
| air_humidity | 49.922184 |
| air_temperature | 22.206852 |
| clg_setpoint | 24.169436 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 18.262238 |
| month | 9.0 |
| outdoor_humidity | 76.0 |
| outdoor_temperature | 21.363537 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 420999.7 |
| wind_direction | 150.0 |
| wind_speed | 5.2 |
-------------------------------------------------
-------------------------------------------------*********************************----------------------------| 71%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.004323 |
| air_humidity | 1.5502121 |
| air_temperature | 0.29690495 |
| clg_setpoint | 1.4273432 |
| co2_emission | 0.0 |
| day_of_month | 0.16726847 |
| diffuse_solar_radiation | -0.7633391 |
| direct_solar_radiation | -0.6242459 |
| hour | 1.6612728 |
| htg_setpoint | 1.3919109 |
| month | 0.99651575 |
| outdoor_humidity | 0.73962337 |
| outdoor_temperature | 0.45845023 |
| people_occupant | -0.68900675 |
| total_electricity_HVAC | 1.3510561 |
| wind_direction | -1.6371778 |
| wind_speed | -1.4393202 |
| observation/ | |
| HVAC_electricity_demand_rate | 7055.225 |
| air_humidity | 57.258194 |
| air_temperature | 23.249899 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 84.0 |
| outdoor_temperature | 17.724283 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 8112337.5 |
| wind_direction | 10.0 |
| wind_speed | 1.5 |
-------------------------------------------------
-------------------------------------------------*********************************----------------------------| 71%
| action_network/ | |
| Cooling_Setpoint_RL | -0.85437524 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.741484 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.0922122 |
| air_humidity | 0.06313111 |
| air_temperature | 0.2967263 |
| clg_setpoint | -0.06709722 |
| co2_emission | 0.0 |
| day_of_month | 0.39489684 |
| diffuse_solar_radiation | -0.76337343 |
| direct_solar_radiation | -0.62436056 |
| hour | -1.6611203 |
| htg_setpoint | 1.3907404 |
| month | 0.9948648 |
| outdoor_humidity | -0.40802234 |
| outdoor_temperature | 0.27875558 |
| people_occupant | -0.6892961 |
| total_electricity_HVAC | 1.3708459 |
| wind_direction | -1.5369574 |
| wind_speed | -0.9682364 |
| observation/ | |
| HVAC_electricity_demand_rate | 7427.8477 |
| air_humidity | 38.224747 |
| air_temperature | 23.250008 |
| clg_setpoint | 26.168898 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 60.0 |
| outdoor_temperature | 15.920164 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 8189196.5 |
| wind_direction | 20.0 |
| wind_speed | 2.6 |
-------------------------------------------------
-------------------------------------------------**********************************---------------------------| 72%
| action_network/ | |
| Cooling_Setpoint_RL | 0.5818901 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.588879 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.85213864 |
| air_humidity | 0.66059005 |
| air_temperature | 0.29676962 |
| clg_setpoint | -1.2048786 |
| co2_emission | 0.0 |
| day_of_month | 0.5085671 |
| diffuse_solar_radiation | -0.763219 |
| direct_solar_radiation | -0.6244828 |
| hour | -1.5165018 |
| htg_setpoint | 1.3893676 |
| month | 0.99322206 |
| outdoor_humidity | 0.74098784 |
| outdoor_temperature | -0.15408477 |
| people_occupant | -0.68958455 |
| total_electricity_HVAC | 0.77090865 |
| wind_direction | -1.2454038 |
| wind_speed | -0.9675822 |
| observation/ | |
| HVAC_electricity_demand_rate | 6400.668 |
| air_humidity | 45.897408 |
| air_temperature | 23.250355 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 84.0 |
| outdoor_temperature | 11.562976 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 5760601.0 |
| wind_direction | 50.0 |
| wind_speed | 2.6 |
-------------------------------------------------
-------------------------------------------------**********************************---------------------------| 72%
| action_network/ | |
| Cooling_Setpoint_RL | -0.689267 |
| Heating_Setpoint_RL | -0.47351027 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.298723 |
| Heating_Setpoint_RL | 14.961505 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.47153518 |
| air_humidity | 0.35266653 |
| air_temperature | 0.29348898 |
| clg_setpoint | 0.8403542 |
| co2_emission | 0.0 |
| day_of_month | 0.6221432 |
| diffuse_solar_radiation | -0.7631623 |
| direct_solar_radiation | -0.624625 |
| hour | -1.371925 |
| htg_setpoint | 1.3883165 |
| month | 0.9915874 |
| outdoor_humidity | 0.74116206 |
| outdoor_temperature | 0.7807481 |
| people_occupant | -0.6898721 |
| total_electricity_HVAC | 0.40930218 |
| wind_direction | 0.49104276 |
| wind_speed | -0.752465 |
| observation/ | |
| HVAC_electricity_demand_rate | 4775.275 |
| air_humidity | 41.969845 |
| air_temperature | 23.245758 |
| clg_setpoint | 28.490232 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 84.0 |
| outdoor_temperature | 20.987738 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4297747.5 |
| wind_direction | 230.0 |
| wind_speed | 3.1 |
-------------------------------------------------
-------------------------------------------------**********************************---------------------------| 72%
| action_network/ | |
| Cooling_Setpoint_RL | 0.7884193 |
| Heating_Setpoint_RL | 0.3454821 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.285915 |
| Heating_Setpoint_RL | 19.568336 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5615252 |
| air_humidity | -1.2374216 |
| air_temperature | -0.5302459 |
| clg_setpoint | -0.5265934 |
| co2_emission | 0.0 |
| day_of_month | 0.73557764 |
| diffuse_solar_radiation | -0.7631834 |
| direct_solar_radiation | -0.6241155 |
| hour | -1.2273818 |
| htg_setpoint | 0.21395552 |
| month | 0.9899608 |
| outdoor_humidity | 1.0276431 |
| outdoor_temperature | 0.64593214 |
| people_occupant | -0.6890294 |
| total_electricity_HVAC | -0.57205784 |
| wind_direction | 0.2979205 |
| wind_speed | -0.7519733 |
| observation/ | |
| HVAC_electricity_demand_rate | 367.38104 |
| air_humidity | 21.584026 |
| air_temperature | 21.918098 |
| clg_setpoint | 24.988428 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 18.45165 |
| month | 9.0 |
| outdoor_humidity | 90.0 |
| outdoor_temperature | 19.642467 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 330642.94 |
| wind_direction | 210.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------*********************************---------------------------| 72%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.3486937 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 19.586403 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.7552461 |
| air_humidity | 0.47025147 |
| air_temperature | 0.2968953 |
| clg_setpoint | -1.2053984 |
| co2_emission | 0.0 |
| day_of_month | 0.8488131 |
| diffuse_solar_radiation | -0.7631271 |
| direct_solar_radiation | -0.62339884 |
| hour | -1.0828652 |
| htg_setpoint | 1.3885357 |
| month | 0.98834217 |
| outdoor_humidity | -1.0339092 |
| outdoor_temperature | -0.024837414 |
| people_occupant | -0.68818974 |
| total_electricity_HVAC | 1.1920829 |
| wind_direction | 1.5517488 |
| wind_speed | -0.32403767 |
| observation/ | |
| HVAC_electricity_demand_rate | 5976.1177 |
| air_humidity | 43.453342 |
| air_temperature | 23.249912 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 47.0 |
| outdoor_temperature | 12.898198 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 7450324.5 |
| wind_direction | 340.0 |
| wind_speed | 4.1 |
--------------------------------------------------
--------------------------------------------------**********************************--------------------------| 73%
| action_network/ | |
| Cooling_Setpoint_RL | 0.95657367 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.853436 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.62694526 |
| air_humidity | 0.070752725 |
| air_temperature | -0.57971853 |
| clg_setpoint | -1.2044375 |
| co2_emission | 0.0 |
| day_of_month | 0.96178246 |
| diffuse_solar_radiation | -0.5811306 |
| direct_solar_radiation | 0.0062101763 |
| hour | -0.93836904 |
| htg_setpoint | 0.23914763 |
| month | 0.98673147 |
| outdoor_humidity | 0.6920992 |
| outdoor_temperature | -0.114992514 |
| people_occupant | -0.688478 |
| total_electricity_HVAC | -0.6341711 |
| wind_direction | -1.3415473 |
| wind_speed | -0.96586215 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 38.32695 |
| air_temperature | 21.839321 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 18.5 |
| direct_solar_radiation | 158.5 |
| hour | 5.0 |
| htg_setpoint | 18.556564 |
| month | 9.0 |
| outdoor_humidity | 83.0 |
| outdoor_temperature | 11.993438 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 40.0 |
| wind_speed | 2.6 |
--------------------------------------------------
--------------------------------------------------**********************************--------------------------| 73%
| action_network/ | |
| Cooling_Setpoint_RL | -0.2572994 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.756615 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.7255548 |
| air_humidity | 0.6073716 |
| air_temperature | 0.21857265 |
| clg_setpoint | 1.4294755 |
| co2_emission | 0.0 |
| day_of_month | 1.074409 |
| diffuse_solar_radiation | -0.20220812 |
| direct_solar_radiation | -0.55729353 |
| hour | -0.7938879 |
| htg_setpoint | 1.3874061 |
| month | 0.9851286 |
| outdoor_humidity | 0.596769 |
| outdoor_temperature | -0.002221392 |
| people_occupant | -0.6887653 |
| total_electricity_HVAC | 1.8741922 |
| wind_direction | -1.0504596 |
| wind_speed | 0.14945775 |
| observation/ | |
| HVAC_electricity_demand_rate | 10100.566 |
| air_humidity | 45.212425 |
| air_temperature | 23.124117 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 57.0 |
| direct_solar_radiation | 16.5 |
| hour | 6.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 81.0 |
| outdoor_temperature | 13.133173 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 10195547.0 |
| wind_direction | 70.0 |
| wind_speed | 5.2 |
--------------------------------------------------
--------------------------------------------------**********************************--------------------------| 73%
| action_network/ | |
| Cooling_Setpoint_RL | -0.72069776 |
| Heating_Setpoint_RL | 0.31326705 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.192646 |
| Heating_Setpoint_RL | 19.387127 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.011503487 |
| air_humidity | 1.7111882 |
| air_temperature | 0.29649788 |
| clg_setpoint | -1.2028303 |
| co2_emission | 0.0 |
| day_of_month | 1.186607 |
| diffuse_solar_radiation | 0.093078926 |
| direct_solar_radiation | -0.6223579 |
| hour | -0.6494173 |
| htg_setpoint | 1.3861518 |
| month | 0.9835335 |
| outdoor_humidity | 1.1707115 |
| outdoor_temperature | 0.2989327 |
| people_occupant | -0.6890517 |
| total_electricity_HVAC | -0.027818182 |
| wind_direction | 1.6505206 |
| wind_speed | -0.96486413 |
| observation/ | |
| HVAC_electricity_demand_rate | 2804.257 |
| air_humidity | 59.40611 |
| air_temperature | 23.249966 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 87.0 |
| direct_solar_radiation | 0.0 |
| hour | 7.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 16.16169 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2523831.2 |
| wind_direction | 350.0 |
| wind_speed | 2.6 |
--------------------------------------------------
--------------------------------------------------***********************************-------------------------| 74%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.30257222 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.32697 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.47228664 |
| air_humidity | 1.6842545 |
| air_temperature | 0.29723915 |
| clg_setpoint | -1.20214 |
| co2_emission | 0.0 |
| day_of_month | 1.2982825 |
| diffuse_solar_radiation | 1.0088063 |
| direct_solar_radiation | -0.48063743 |
| hour | -0.5049535 |
| htg_setpoint | -0.044284593 |
| month | 0.9819462 |
| outdoor_humidity | 0.881692 |
| outdoor_temperature | 0.13768438 |
| people_occupant | 1.6936175 |
| total_electricity_HVAC | -0.42884916 |
| wind_direction | 0.783605 |
| wind_speed | -0.53457415 |
| observation/ | |
| HVAC_electricity_demand_rate | 746.2145 |
| air_humidity | 59.1456 |
| air_temperature | 23.251839 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 180.0 |
| direct_solar_radiation | 35.5 |
| hour | 8.0 |
| htg_setpoint | 17.40982 |
| month | 9.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 14.548149 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 907254.7 |
| wind_direction | 260.0 |
| wind_speed | 3.6 |
--------------------------------------------------
-------------------------------------------------************************************-------------------------| 74%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.3623802 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.66339 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.48375455 |
| air_humidity | 0.42953992 |
| air_temperature | -0.15547003 |
| clg_setpoint | 1.3479768 |
| co2_emission | 0.0 |
| day_of_month | 1.409333 |
| diffuse_solar_radiation | 0.4286025 |
| direct_solar_radiation | 2.2611434 |
| hour | -0.36049354 |
| htg_setpoint | 0.33945253 |
| month | 0.98036647 |
| outdoor_humidity | -1.0842569 |
| outdoor_temperature | 0.649088 |
| people_occupant | -0.6896218 |
| total_electricity_HVAC | -0.5032959 |
| wind_direction | -1.5305256 |
| wind_speed | -0.32000944 |
| observation/ | |
| HVAC_electricity_demand_rate | 697.35455 |
| air_humidity | 43.046635 |
| air_temperature | 22.525196 |
| clg_setpoint | 29.786283 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 121.0 |
| direct_solar_radiation | 726.5 |
| hour | 9.0 |
| htg_setpoint | 18.978569 |
| month | 9.0 |
| outdoor_humidity | 46.0 |
| outdoor_temperature | 19.683498 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 607265.56 |
| wind_direction | 20.0 |
| wind_speed | 4.1 |
-------------------------------------------------
-------------------------------------------------************************************-------------------------| 74%
| action_network/ | |
| Cooling_Setpoint_RL | -0.27589563 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.693851 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.48029843 |
| air_humidity | -0.336162 |
| air_temperature | 0.012105027 |
| clg_setpoint | 0.86434555 |
| co2_emission | 0.0 |
| day_of_month | 1.5196494 |
| diffuse_solar_radiation | 0.9318525 |
| direct_solar_radiation | 2.110783 |
| hour | -0.21603543 |
| htg_setpoint | -1.368644 |
| month | 0.97879434 |
| outdoor_humidity | -1.130075 |
| outdoor_temperature | 0.6143903 |
| people_occupant | -0.68878925 |
| total_electricity_HVAC | -0.4964023 |
| wind_direction | -0.56409574 |
| wind_speed | -0.7490549 |
| observation/ | |
| HVAC_electricity_demand_rate | 710.87604 |
| air_humidity | 33.20433 |
| air_temperature | 22.794237 |
| clg_setpoint | 28.545813 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 172.0 |
| direct_solar_radiation | 689.5 |
| hour | 10.0 |
| htg_setpoint | 12.0 |
| month | 9.0 |
| outdoor_humidity | 45.0 |
| outdoor_temperature | 19.338135 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 633957.56 |
| wind_direction | 120.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------***********************************-------------------------| 74%
| action_network/ | |
| Cooling_Setpoint_RL | -0.9754533 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.332846 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.2478122 |
| air_humidity | 0.070314735 |
| air_temperature | 0.29600966 |
| clg_setpoint | -1.2009379 |
| co2_emission | 0.0 |
| day_of_month | 1.6291153 |
| diffuse_solar_radiation | 0.16366728 |
| direct_solar_radiation | 2.9083524 |
| hour | -0.071577825 |
| htg_setpoint | -1.3684366 |
| month | 0.9772298 |
| outdoor_humidity | -1.4182304 |
| outdoor_temperature | 0.6303082 |
| people_occupant | 1.2190763 |
| total_electricity_HVAC | 0.21161817 |
| wind_direction | -1.4289461 |
| wind_speed | -1.4358202 |
| observation/ | |
| HVAC_electricity_demand_rate | 3800.892 |
| air_humidity | 38.421745 |
| air_temperature | 23.249456 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 94.0 |
| direct_solar_radiation | 891.5 |
| hour | 11.0 |
| htg_setpoint | 12.0 |
| month | 9.0 |
| outdoor_humidity | 39.0 |
| outdoor_temperature | 19.49494 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 3481769.2 |
| wind_direction | 30.0 |
| wind_speed | 1.5 |
--------------------------------------------------
-------------------------------------------------*************************************------------------------| 75%
| action_network/ | |
| Cooling_Setpoint_RL | -0.13800126 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.159246 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.62730676 |
| air_humidity | -0.2558244 |
| air_temperature | 1.1103042 |
| clg_setpoint | -0.69134575 |
| co2_emission | 0.0 |
| day_of_month | -1.6705239 |
| diffuse_solar_radiation | 0.7906406 |
| direct_solar_radiation | -0.6224554 |
| hour | 0.07287974 |
| htg_setpoint | 0.12057605 |
| month | 1.2880992 |
| outdoor_humidity | 0.02039771 |
| outdoor_temperature | -0.14238535 |
| people_occupant | 0.2648707 |
| total_electricity_HVAC | -0.63457334 |
| wind_direction | 1.5559428 |
| wind_speed | -0.31872576 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 34.253956 |
| air_temperature | 24.55455 |
| clg_setpoint | 24.554873 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 157.5 |
| direct_solar_radiation | 0.0 |
| hour | 12.0 |
| htg_setpoint | 18.08762 |
| month | 10.0 |
| outdoor_humidity | 69.0 |
| outdoor_temperature | 11.759312 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 340.0 |
| wind_speed | 4.1 |
-------------------------------------------------
------------------------------------------------**************************************------------------------| 75%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.7213277 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.567532 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.1891751 |
| air_humidity | 1.0316344 |
| air_temperature | 0.29532334 |
| clg_setpoint | -1.1999687 |
| co2_emission | 0.0 |
| day_of_month | -1.5522034 |
| diffuse_solar_radiation | 0.8304234 |
| direct_solar_radiation | 1.8418294 |
| hour | 0.21733698 |
| htg_setpoint | -0.7977932 |
| month | 1.2853143 |
| outdoor_humidity | -0.5561081 |
| outdoor_temperature | 1.0901676 |
| people_occupant | 1.2177366 |
| total_electricity_HVAC | 1.2114068 |
| wind_direction | 0.6889302 |
| wind_speed | 0.15574615 |
| observation/ | |
| HVAC_electricity_demand_rate | 7790.235 |
| air_humidity | 50.776016 |
| air_temperature | 23.249542 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 161.5 |
| direct_solar_radiation | 622.5 |
| hour | 13.0 |
| htg_setpoint | 14.337692 |
| month | 10.0 |
| outdoor_humidity | 57.0 |
| outdoor_temperature | 24.088804 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 7498329.0 |
| wind_direction | 250.0 |
| wind_speed | 5.2 |
------------------------------------------------
-------------------------------------------------*************************************------------------------| 75%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.22539735 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.89286 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.7602549 |
| air_humidity | 1.1576208 |
| air_temperature | 0.2984954 |
| clg_setpoint | -1.199211 |
| co2_emission | 0.0 |
| day_of_month | -1.4348284 |
| diffuse_solar_radiation | 0.42625013 |
| direct_solar_radiation | 1.7235358 |
| hour | 0.3617928 |
| htg_setpoint | 0.98393816 |
| month | 1.2825475 |
| outdoor_humidity | 0.019002836 |
| outdoor_temperature | 0.9278584 |
| people_occupant | 1.6935304 |
| total_electricity_HVAC | 0.8444246 |
| wind_direction | 0.015097717 |
| wind_speed | 0.58629084 |
| observation/ | |
| HVAC_electricity_demand_rate | 5970.3237 |
| air_humidity | 52.43349 |
| air_temperature | 23.255016 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 120.5 |
| direct_solar_radiation | 593.0 |
| hour | 14.0 |
| htg_setpoint | 21.620903 |
| month | 10.0 |
| outdoor_humidity | 69.0 |
| outdoor_temperature | 22.469198 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 6022220.5 |
| wind_direction | 180.0 |
| wind_speed | 6.2 |
| train/ | |
| approx_kl | 0.011721461 |
| clip_fraction | 0.115 |
| clip_range | 0.2 |
| entropy_loss | -2.71 |
| explained_variance | 0.546 |
| learning_rate | 0.0003 |
| loss | 0.369 |
| n_updates | 300 |
| policy_gradient_loss | -0.0126 |
| std | 0.941 |
| value_loss | 1.22 |
-------------------------------------------------
--------------------------------------------------************************************------------------------| 75%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.071588464 |
| air_humidity | 0.87691814 |
| air_temperature | 1.3873421 |
| clg_setpoint | -0.5171075 |
| co2_emission | 0.0 |
| day_of_month | -1.3182523 |
| diffuse_solar_radiation | 0.05150789 |
| direct_solar_radiation | 1.177989 |
| hour | 0.5062454 |
| htg_setpoint | -1.152876 |
| month | 1.2797985 |
| outdoor_humidity | 0.11409657 |
| outdoor_temperature | 0.89195216 |
| people_occupant | 1.692617 |
| total_electricity_HVAC | -0.038274266 |
| wind_direction | 0.014737834 |
| wind_speed | -0.10019127 |
| observation/ | |
| HVAC_electricity_demand_rate | 3052.2227 |
| air_humidity | 48.870888 |
| air_temperature | 24.997198 |
| clg_setpoint | 24.997469 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 82.5 |
| direct_solar_radiation | 455.5 |
| hour | 15.0 |
| htg_setpoint | 12.890357 |
| month | 10.0 |
| outdoor_humidity | 71.0 |
| outdoor_temperature | 22.117878 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2477085.5 |
| wind_direction | 180.0 |
| wind_speed | 4.6 |
--------------------------------------------------
-------------------------------------------------**************************************-----------------------| 76%
| action_network/ | |
| Cooling_Setpoint_RL | 0.3221353 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.712208 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.2133721 |
| air_humidity | 0.49722865 |
| air_temperature | 0.29501644 |
| clg_setpoint | -1.198741 |
| co2_emission | 0.0 |
| day_of_month | -1.202343 |
| diffuse_solar_radiation | -0.49150193 |
| direct_solar_radiation | 0.11370524 |
| hour | 0.65069205 |
| htg_setpoint | -1.3709469 |
| month | 1.2770671 |
| outdoor_humidity | 0.4493468 |
| outdoor_temperature | 0.55117446 |
| people_occupant | -0.68937725 |
| total_electricity_HVAC | -0.1496627 |
| wind_direction | 0.014375201 |
| wind_speed | 1.7049645 |
| observation/ | |
| HVAC_electricity_demand_rate | 1844.0737 |
| air_humidity | 44.026268 |
| air_temperature | 23.250023 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 27.5 |
| direct_solar_radiation | 186.5 |
| hour | 16.0 |
| htg_setpoint | 12.0 |
| month | 10.0 |
| outdoor_humidity | 78.0 |
| outdoor_temperature | 18.715233 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2028655.5 |
| wind_direction | 180.0 |
| wind_speed | 8.8 |
-------------------------------------------------
--------------------------------------------------*************************************-----------------------| 76%
| action_network/ | |
| Cooling_Setpoint_RL | 0.47751856 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.236626 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6281531 |
| air_humidity | -0.09536908 |
| air_temperature | -0.004994929 |
| clg_setpoint | -0.21887565 |
| co2_emission | 0.0 |
| day_of_month | -1.0869826 |
| diffuse_solar_radiation | -0.762954 |
| direct_solar_radiation | -0.62336016 |
| hour | 0.7951294 |
| htg_setpoint | -0.05499827 |
| month | 1.2743531 |
| outdoor_humidity | -1.1844877 |
| outdoor_temperature | 0.124370344 |
| people_occupant | -0.6885546 |
| total_electricity_HVAC | -0.6354531 |
| wind_direction | 1.1698393 |
| wind_speed | 0.7980265 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 36.434013 |
| air_temperature | 22.7706 |
| clg_setpoint | 25.765265 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 17.379353 |
| month | 10.0 |
| outdoor_humidity | 44.0 |
| outdoor_temperature | 14.458963 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 300.0 |
| wind_speed | 6.7 |
--------------------------------------------------
-------------------------------------------------**************************************-----------------------| 76%
| action_network/ | |
| Cooling_Setpoint_RL | -0.4170847 |
| Heating_Setpoint_RL | -0.30148244 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.217339 |
| Heating_Setpoint_RL | 15.929161 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.62795186 |
| air_humidity | -1.2405196 |
| air_temperature | 0.72767156 |
| clg_setpoint | 0.44257006 |
| co2_emission | 0.0 |
| day_of_month | -0.972066 |
| diffuse_solar_radiation | -0.7629328 |
| direct_solar_radiation | -0.6235477 |
| hour | 0.9395534 |
| htg_setpoint | -0.29290873 |
| month | 1.2716563 |
| outdoor_humidity | -1.5665411 |
| outdoor_temperature | -0.38494113 |
| people_occupant | 0.5031164 |
| total_electricity_HVAC | -0.6352366 |
| wind_direction | 1.1677254 |
| wind_speed | 1.2246735 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 21.688124 |
| air_temperature | 23.940342 |
| clg_setpoint | 27.460712 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 16.4063 |
| month | 10.0 |
| outdoor_humidity | 36.0 |
| outdoor_temperature | 9.377776 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 300.0 |
| wind_speed | 7.7 |
-------------------------------------------------
-------------------------------------------------***************************************----------------------| 77%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.09048168 |
| air_humidity | -1.0092448 |
| air_temperature | 0.29545414 |
| clg_setpoint | -1.1982237 |
| co2_emission | 0.0 |
| day_of_month | -0.8575006 |
| diffuse_solar_radiation | -0.7629098 |
| direct_solar_radiation | -0.6237916 |
| hour | 1.0839591 |
| htg_setpoint | 1.3816437 |
| month | 1.2689766 |
| outdoor_humidity | -1.0840597 |
| outdoor_temperature | -0.4503135 |
| people_occupant | -0.45074615 |
| total_electricity_HVAC | 0.33695433 |
| wind_direction | 1.5500188 |
| wind_speed | -1.4330136 |
| observation/ | |
| HVAC_electricity_demand_rate | 3124.888 |
| air_humidity | 24.639437 |
| air_temperature | 23.249979 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 46.0 |
| outdoor_temperature | 8.721484 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 3975750.0 |
| wind_direction | 340.0 |
| wind_speed | 1.5 |
-------------------------------------------------
-------------------------------------------------***************************************----------------------| 77%
| action_network/ | |
| Cooling_Setpoint_RL | 0.83553994 |
| Heating_Setpoint_RL | 0.6114378 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.444946 |
| Heating_Setpoint_RL | 21.064339 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.13824123 |
| air_humidity | 0.18582577 |
| air_temperature | 0.29552853 |
| clg_setpoint | 0.96197474 |
| co2_emission | 0.0 |
| day_of_month | -0.7432054 |
| diffuse_solar_radiation | -0.7628973 |
| direct_solar_radiation | -0.6239808 |
| hour | 1.2283407 |
| htg_setpoint | 1.3814284 |
| month | 1.2663138 |
| outdoor_humidity | -0.12359715 |
| outdoor_temperature | -0.07211466 |
| people_occupant | -0.4510798 |
| total_electricity_HVAC | -0.17030938 |
| wind_direction | 0.49108955 |
| wind_speed | -0.10308138 |
| observation/ | |
| HVAC_electricity_demand_rate | 2157.3894 |
| air_humidity | 40.00126 |
| air_temperature | 23.250048 |
| clg_setpoint | 28.788553 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 66.0 |
| outdoor_temperature | 12.483588 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 1941650.4 |
| wind_direction | 230.0 |
| wind_speed | 4.6 |
-------------------------------------------------
-------------------------------------------------***************************************----------------------| 77%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.10460311 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.036608 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.8632335 |
| air_humidity | 1.8223816 |
| air_temperature | 0.2955606 |
| clg_setpoint | -1.1966425 |
| co2_emission | 0.0 |
| day_of_month | -0.629111 |
| diffuse_solar_radiation | -0.762875 |
| direct_solar_radiation | -0.6242317 |
| hour | 1.3726921 |
| htg_setpoint | 1.3811619 |
| month | 1.2636676 |
| outdoor_humidity | 1.5089366 |
| outdoor_temperature | 0.13606928 |
| people_occupant | -0.6896759 |
| total_electricity_HVAC | 1.1909089 |
| wind_direction | 0.3944107 |
| wind_speed | -0.96012145 |
| observation/ | |
| HVAC_electricity_demand_rate | 6391.762 |
| air_humidity | 61.062553 |
| air_temperature | 23.250078 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 14.557199 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 7398693.5 |
| wind_direction | 220.0 |
| wind_speed | 2.6 |
-------------------------------------------------
---------------------------------------------------*************************************----------------------| 77%
| action_network/ | |
| Cooling_Setpoint_RL | -0.054219723 |
| Heating_Setpoint_RL | -0.23336798 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.442009 |
| Heating_Setpoint_RL | 16.312305 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.025653167 |
| air_humidity | 2.104575 |
| air_temperature | -0.7115209 |
| clg_setpoint | 1.2790875 |
| co2_emission | 0.0 |
| day_of_month | -0.5151588 |
| diffuse_solar_radiation | -0.7628311 |
| direct_solar_radiation | -0.6244768 |
| hour | 1.517006 |
| htg_setpoint | 0.9536478 |
| month | 1.261038 |
| outdoor_humidity | 1.1709536 |
| outdoor_temperature | 0.046996377 |
| people_occupant | -0.6899541 |
| total_electricity_HVAC | -0.0010306898 |
| wind_direction | -1.7253189 |
| wind_speed | -2.074059 |
| observation/ | |
| HVAC_electricity_demand_rate | 2849.7092 |
| air_humidity | 64.756386 |
| air_temperature | 21.64601 |
| clg_setpoint | 29.600878 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 21.50465 |
| month | 10.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 13.673787 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2619837.2 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
---------------------------------------------------
--------------------------------------------------***************************************---------------------| 78%
| action_network/ | |
| Cooling_Setpoint_RL | 0.34056067 |
| Heating_Setpoint_RL | 0.994457 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.774391 |
| Heating_Setpoint_RL | 23.21882 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.48367268 |
| air_humidity | 1.8677893 |
| air_temperature | 0.29514885 |
| clg_setpoint | 0.85227096 |
| co2_emission | 0.0 |
| day_of_month | -0.401301 |
| diffuse_solar_radiation | -0.76277906 |
| direct_solar_radiation | -0.6247291 |
| hour | 1.6612747 |
| htg_setpoint | 1.3796442 |
| month | 1.2584246 |
| outdoor_humidity | 1.5049651 |
| outdoor_temperature | 0.27147844 |
| people_occupant | -0.68913823 |
| total_electricity_HVAC | 0.41991207 |
| wind_direction | -0.087450765 |
| wind_speed | -1.171318 |
| observation/ | |
| HVAC_electricity_demand_rate | 4782.7764 |
| air_humidity | 61.74859 |
| air_temperature | 23.249842 |
| clg_setpoint | 28.50538 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 15.909675 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4304498.5 |
| wind_direction | 170.0 |
| wind_speed | 2.1 |
--------------------------------------------------
-------------------------------------------------****************************************---------------------| 78%
| action_network/ | |
| Cooling_Setpoint_RL | 0.084763125 |
| Heating_Setpoint_RL | -0.11481476 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.911076 |
| Heating_Setpoint_RL | 16.979168 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6280904 |
| air_humidity | 2.0283375 |
| air_temperature | -0.0845556 |
| clg_setpoint | -1.0656546 |
| co2_emission | 0.0 |
| day_of_month | -0.17387319 |
| diffuse_solar_radiation | -0.76278144 |
| direct_solar_radiation | -0.6248832 |
| hour | -1.661128 |
| htg_setpoint | 0.6411621 |
| month | 1.2558275 |
| outdoor_humidity | 1.1669064 |
| outdoor_temperature | 0.26094192 |
| people_occupant | -0.6883252 |
| total_electricity_HVAC | -0.63535506 |
| wind_direction | -0.7603575 |
| wind_speed | -0.3135325 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 63.87336 |
| air_temperature | 22.646101 |
| clg_setpoint | 23.586021 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 20.235939 |
| month | 10.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 15.811732 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 100.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------***************************************---------------------| 78%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.60977316 |
| air_humidity | 2.9530969 |
| air_temperature | -0.68354976 |
| clg_setpoint | 1.4353204 |
| co2_emission | 0.0 |
| day_of_month | -0.060021654 |
| diffuse_solar_radiation | -0.7626545 |
| direct_solar_radiation | -0.6247832 |
| hour | -1.5165156 |
| htg_setpoint | 0.8745278 |
| month | 1.2532464 |
| outdoor_humidity | 1.500879 |
| outdoor_temperature | 0.5567812 |
| people_occupant | -0.68860406 |
| total_electricity_HVAC | -0.6180027 |
| wind_direction | -0.27749583 |
| wind_speed | 1.4404016 |
| observation/ | |
| HVAC_electricity_demand_rate | 164.93864 |
| air_humidity | 75.9028 |
| air_temperature | 21.69446 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 21.19339 |
| month | 10.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 18.752314 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 148444.77 |
| wind_direction | 150.0 |
| wind_speed | 8.2 |
--------------------------------------------------
-------------------------------------------------*****************************************--------------------| 79%
| action_network/ | |
| Cooling_Setpoint_RL | -0.6663245 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.376154 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.9855383 |
| air_humidity | -0.06740261 |
| air_temperature | 0.2945812 |
| clg_setpoint | 0.79703814 |
| co2_emission | 0.0 |
| day_of_month | 0.053818326 |
| diffuse_solar_radiation | -0.7626077 |
| direct_solar_radiation | -0.62501305 |
| hour | -1.3719431 |
| htg_setpoint | 1.3774477 |
| month | 1.2506812 |
| outdoor_humidity | 0.973669 |
| outdoor_temperature | -0.4784482 |
| people_occupant | -0.68888205 |
| total_electricity_HVAC | 1.1909411 |
| wind_direction | -1.1455457 |
| wind_speed | -0.95599896 |
| observation/ | |
| HVAC_electricity_demand_rate | 6892.77 |
| air_humidity | 36.89368 |
| air_temperature | 23.250036 |
| clg_setpoint | 28.361074 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 89.0 |
| outdoor_temperature | 8.484421 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 7382598.0 |
| wind_direction | 60.0 |
| wind_speed | 2.6 |
-------------------------------------------------
-------------------------------------------------*****************************************--------------------| 79%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6288029 |
| air_humidity | 2.1313066 |
| air_temperature | -0.923464 |
| clg_setpoint | -1.1946476 |
| co2_emission | 0.0 |
| day_of_month | 0.16764995 |
| diffuse_solar_radiation | -0.7625339 |
| direct_solar_radiation | -0.625096 |
| hour | -1.2274029 |
| htg_setpoint | 0.06455181 |
| month | 1.2481316 |
| outdoor_humidity | 0.6846897 |
| outdoor_temperature | -0.15160523 |
| people_occupant | -0.68915915 |
| total_electricity_HVAC | -0.63608927 |
| wind_direction | 0.4929349 |
| wind_speed | 1.6954495 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 65.392075 |
| air_temperature | 21.315634 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 17.882933 |
| month | 10.0 |
| outdoor_humidity | 83.0 |
| outdoor_temperature | 11.731826 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 230.0 |
| wind_speed | 8.8 |
-------------------------------------------------
-------------------------------------------------*****************************************--------------------| 79%
| action_network/ | |
| Cooling_Setpoint_RL | -0.9365005 |
| Heating_Setpoint_RL | -0.37118715 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.464312 |
| Heating_Setpoint_RL | 15.537072 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.62861395 |
| air_humidity | -0.8788426 |
| air_temperature | -0.7947359 |
| clg_setpoint | 0.08342891 |
| co2_emission | 0.0 |
| day_of_month | 0.28146628 |
| diffuse_solar_radiation | -0.7624603 |
| direct_solar_radiation | -0.62531096 |
| hour | -1.0828884 |
| htg_setpoint | 0.19655547 |
| month | 1.2455976 |
| outdoor_humidity | -0.60986644 |
| outdoor_temperature | -0.57842 |
| people_occupant | -0.6894354 |
| total_electricity_HVAC | -0.63586926 |
| wind_direction | 0.87729543 |
| wind_speed | 1.0024403 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 26.409586 |
| air_temperature | 21.520422 |
| clg_setpoint | 26.527874 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 18.421253 |
| month | 10.0 |
| outdoor_humidity | 56.0 |
| outdoor_temperature | 7.50107 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 270.0 |
| wind_speed | 7.2 |
-------------------------------------------------
-------------------------------------------------******************************************-------------------| 80%
| action_network/ | |
| Cooling_Setpoint_RL | -0.34733266 |
| Heating_Setpoint_RL | 0.11280495 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.452753 |
| Heating_Setpoint_RL | 18.259527 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6286882 |
| air_humidity | -0.4857102 |
| air_temperature | -0.5980948 |
| clg_setpoint | -0.1618928 |
| co2_emission | 0.0 |
| day_of_month | 0.39525023 |
| diffuse_solar_radiation | -0.7623635 |
| direct_solar_radiation | -0.6255525 |
| hour | -0.9383935 |
| htg_setpoint | 0.57973367 |
| month | 1.243079 |
| outdoor_humidity | 1.0221403 |
| outdoor_temperature | -0.6458468 |
| people_occupant | -0.68971086 |
| total_electricity_HVAC | -0.63590556 |
| wind_direction | 0.58770126 |
| wind_speed | -0.5287956 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 31.483181 |
| air_temperature | 21.833689 |
| clg_setpoint | 25.895739 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 19.990072 |
| month | 10.0 |
| outdoor_humidity | 90.0 |
| outdoor_temperature | 6.830519 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 240.0 |
| wind_speed | 3.6 |
-------------------------------------------------
-------------------------------------------------******************************************-------------------| 80%
| action_network/ | |
| Cooling_Setpoint_RL | 0.37874162 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.903254 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.94915396 |
| air_humidity | 0.21083306 |
| air_temperature | 0.29468903 |
| clg_setpoint | -0.9386012 |
| co2_emission | 0.0 |
| day_of_month | 0.5089748 |
| diffuse_solar_radiation | -0.35114697 |
| direct_solar_radiation | -0.6258082 |
| hour | -0.79391295 |
| htg_setpoint | 1.3766224 |
| month | 1.2405756 |
| outdoor_humidity | 1.5012845 |
| outdoor_temperature | -0.41799644 |
| people_occupant | -0.68890446 |
| total_electricity_HVAC | 0.86125803 |
| wind_direction | -1.7237911 |
| wind_speed | -2.059 |
| observation/ | |
| HVAC_electricity_demand_rate | 6732.45 |
| air_humidity | 40.49688 |
| air_temperature | 23.249985 |
| clg_setpoint | 23.903276 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 41.5 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 9.088702 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 6059205.0 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
-------------------------------------------------******************************************-------------------| 80%
| action_network/ | |
| Cooling_Setpoint_RL | 0.33868396 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.768059 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.18897448 |
| air_humidity | 0.5004215 |
| air_temperature | 0.2944679 |
| clg_setpoint | -1.1927845 |
| co2_emission | 0.0 |
| day_of_month | 0.62260306 |
| diffuse_solar_radiation | 0.28311983 |
| direct_solar_radiation | 1.2238827 |
| hour | -0.6494426 |
| htg_setpoint | 1.3754525 |
| month | 1.2380872 |
| outdoor_humidity | 1.0208118 |
| outdoor_temperature | 0.08779825 |
| people_occupant | -0.68810093 |
| total_electricity_HVAC | 0.13994037 |
| wind_direction | -1.7220309 |
| wind_speed | -2.0545952 |
| observation/ | |
| HVAC_electricity_demand_rate | 3529.7178 |
| air_humidity | 44.248363 |
| air_temperature | 23.24961 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 105.5 |
| direct_solar_radiation | 468.0 |
| hour | 7.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 90.0 |
| outdoor_temperature | 14.095118 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3176746.0 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
-------------------------------------------------******************************************-------------------| 80%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.899562 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 22.685036 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.25503504 |
| air_humidity | 1.4170369 |
| air_temperature | 0.2938488 |
| clg_setpoint | -1.1921062 |
| co2_emission | 0.0 |
| day_of_month | 0.73608834 |
| diffuse_solar_radiation | 0.78893185 |
| direct_solar_radiation | 1.2491301 |
| hour | -0.5049788 |
| htg_setpoint | 0.35766706 |
| month | 1.2356137 |
| outdoor_humidity | 1.1634086 |
| outdoor_temperature | 0.3608115 |
| people_occupant | 1.695772 |
| total_electricity_HVAC | -0.2813676 |
| wind_direction | 0.29976636 |
| wind_speed | -1.1615212 |
| observation/ | |
| HVAC_electricity_demand_rate | 1660.7698 |
| air_humidity | 56.13596 |
| air_temperature | 23.248938 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 156.5 |
| direct_solar_radiation | 474.5 |
| hour | 8.0 |
| htg_setpoint | 19.08815 |
| month | 10.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 16.79697 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1494692.8 |
| wind_direction | 210.0 |
| wind_speed | 2.1 |
-------------------------------------------------
-------------------------------------------------*******************************************------------------| 81%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.92965496 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 22.85431 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.40705517 |
| air_humidity | 1.8767004 |
| air_temperature | 0.29763457 |
| clg_setpoint | -1.1909386 |
| co2_emission | 0.0 |
| day_of_month | 0.8493743 |
| diffuse_solar_radiation | 1.0122621 |
| direct_solar_radiation | -0.60243464 |
| hour | -0.36051866 |
| htg_setpoint | 0.7860277 |
| month | 1.233155 |
| outdoor_humidity | 1.1634059 |
| outdoor_temperature | 0.2836687 |
| people_occupant | 1.6948788 |
| total_electricity_HVAC | -0.42563576 |
| wind_direction | -0.56464887 |
| wind_speed | 0.36713016 |
| observation/ | |
| HVAC_electricity_demand_rate | 1021.8455 |
| air_humidity | 62.110886 |
| air_temperature | 23.255507 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 179.0 |
| direct_solar_radiation | 6.0 |
| hour | 9.0 |
| htg_setpoint | 20.845396 |
| month | 10.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 16.036716 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 919660.94 |
| wind_direction | 120.0 |
| wind_speed | 5.7 |
-------------------------------------------------
--------------------------------------------------******************************************------------------| 81%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.1701404 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.667961 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.7437582 |
| air_humidity | 1.1047161 |
| air_temperature | 0.29273084 |
| clg_setpoint | -1.190417 |
| co2_emission | 0.0 |
| day_of_month | 0.96239537 |
| diffuse_solar_radiation | 1.3892039 |
| direct_solar_radiation | 1.4702364 |
| hour | -0.21606033 |
| htg_setpoint | 0.73117566 |
| month | 1.2307109 |
| outdoor_humidity | 0.5847483 |
| outdoor_temperature | 0.8329649 |
| people_occupant | 1.6939892 |
| total_electricity_HVAC | 0.66618305 |
| wind_direction | -0.17970002 |
| wind_speed | -0.09885525 |
| observation/ | |
| HVAC_electricity_demand_rate | 5858.9775 |
| air_humidity | 52.222954 |
| air_temperature | 23.248278 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 217.0 |
| direct_solar_radiation | 530.0 |
| hour | 10.0 |
| htg_setpoint | 20.62447 |
| month | 10.0 |
| outdoor_humidity | 81.0 |
| outdoor_temperature | 21.464685 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 5273080.0 |
| wind_direction | 160.0 |
| wind_speed | 4.6 |
| train/ | |
| approx_kl | 0.0072507234 |
| clip_fraction | 0.0729 |
| clip_range | 0.2 |
| entropy_loss | -2.72 |
| explained_variance | 0.255 |
| learning_rate | 0.0003 |
| loss | 0.364 |
| n_updates | 310 |
| policy_gradient_loss | -0.00917 |
| std | 0.937 |
| value_loss | 1.16 |
--------------------------------------------------
-------------------------------------------------*******************************************------------------| 81%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.22488464 |
| air_humidity | 1.0566573 |
| air_temperature | 0.69220805 |
| clg_setpoint | -0.94305265 |
| co2_emission | 0.0 |
| day_of_month | 1.0750769 |
| diffuse_solar_radiation | 0.715511 |
| direct_solar_radiation | -0.62620366 |
| hour | -0.07160249 |
| htg_setpoint | -1.0769713 |
| month | 1.2282813 |
| outdoor_humidity | -0.56804836 |
| outdoor_temperature | 1.2079129 |
| people_occupant | 1.2166473 |
| total_electricity_HVAC | 0.01955097 |
| wind_direction | 0.6874281 |
| wind_speed | 0.57987076 |
| observation/ | |
| HVAC_electricity_demand_rate | 3678.4705 |
| air_humidity | 51.6489 |
| air_temperature | 23.88041 |
| clg_setpoint | 23.883354 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 149.0 |
| direct_solar_radiation | 0.0 |
| hour | 11.0 |
| htg_setpoint | 13.226997 |
| month | 10.0 |
| outdoor_humidity | 57.0 |
| outdoor_temperature | 25.172504 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 2695594.0 |
| wind_direction | 250.0 |
| wind_speed | 6.2 |
-------------------------------------------------
-------------------------------------------------*******************************************------------------| 81%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6058998 |
| air_humidity | -1.5374069 |
| air_temperature | 0.052218333 |
| clg_setpoint | -1.1896596 |
| co2_emission | 0.0 |
| day_of_month | 1.1873358 |
| diffuse_solar_radiation | 0.65654314 |
| direct_solar_radiation | 2.1986468 |
| hour | 0.072855316 |
| htg_setpoint | 1.1776882 |
| month | 1.2258661 |
| outdoor_humidity | -1.9517391 |
| outdoor_temperature | 0.05742441 |
| people_occupant | -0.689473 |
| total_electricity_HVAC | -0.59300697 |
| wind_direction | 0.68642867 |
| wind_speed | 2.0998762 |
| observation/ | |
| HVAC_electricity_demand_rate | 188.05695 |
| air_humidity | 17.89138 |
| air_temperature | 22.868036 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 143.0 |
| direct_solar_radiation | 714.5 |
| hour | 12.0 |
| htg_setpoint | 22.450333 |
| month | 10.0 |
| outdoor_humidity | 28.0 |
| outdoor_temperature | 13.82621 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 254067.16 |
| wind_direction | 250.0 |
| wind_speed | 9.8 |
-------------------------------------------------
-------------------------------------------------********************************************-----------------| 82%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.11925158 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.29579 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.62971556 |
| air_humidity | -1.4616181 |
| air_temperature | -0.28624013 |
| clg_setpoint | 0.96341443 |
| co2_emission | 0.0 |
| day_of_month | 1.2990805 |
| diffuse_solar_radiation | 0.8802049 |
| direct_solar_radiation | 1.4059298 |
| hour | 0.21731281 |
| htg_setpoint | -1.3755891 |
| month | 1.223465 |
| outdoor_humidity | -1.6144637 |
| outdoor_temperature | -0.05813617 |
| people_occupant | -0.68867594 |
| total_electricity_HVAC | -0.63686025 |
| wind_direction | 1.1671984 |
| wind_speed | 0.36095086 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 18.821955 |
| air_temperature | 22.33233 |
| clg_setpoint | 28.774902 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 165.5 |
| direct_solar_radiation | 514.0 |
| hour | 13.0 |
| htg_setpoint | 12.0 |
| month | 10.0 |
| outdoor_humidity | 35.0 |
| outdoor_temperature | 12.679061 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 300.0 |
| wind_speed | 5.7 |
-------------------------------------------------
-------------------------------------------------********************************************-----------------| 82%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5119148 |
| air_humidity | -1.5574808 |
| air_temperature | 0.29407877 |
| clg_setpoint | -1.1896672 |
| co2_emission | 0.0 |
| day_of_month | 1.410212 |
| diffuse_solar_radiation | 0.17597069 |
| direct_solar_radiation | 1.2887292 |
| hour | 0.36176893 |
| htg_setpoint | -1.3752043 |
| month | 1.2210779 |
| outdoor_humidity | -1.9950848 |
| outdoor_temperature | -0.47018945 |
| people_occupant | 1.6956679 |
| total_electricity_HVAC | -0.5250959 |
| wind_direction | -1.7257637 |
| wind_speed | 0.9933301 |
| observation/ | |
| HVAC_electricity_demand_rate | 580.5619 |
| air_humidity | 17.53418 |
| air_temperature | 23.248346 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 94.5 |
| direct_solar_radiation | 484.5 |
| hour | 14.0 |
| htg_setpoint | 12.0 |
| month | 10.0 |
| outdoor_humidity | 27.0 |
| outdoor_temperature | 8.612275 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 522505.72 |
| wind_direction | 0.0 |
| wind_speed | 7.2 |
-------------------------------------------------
-------------------------------------------------********************************************-----------------| 82%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.3747734 |
| air_humidity | -0.916629 |
| air_temperature | 0.2944597 |
| clg_setpoint | -1.188217 |
| co2_emission | 0.0 |
| day_of_month | 1.5206243 |
| diffuse_solar_radiation | -0.22584474 |
| direct_solar_radiation | 0.44836646 |
| hour | 0.50622195 |
| htg_setpoint | -0.5329533 |
| month | 1.2187048 |
| outdoor_humidity | -1.5151694 |
| outdoor_temperature | 0.042215798 |
| people_occupant | 1.6947832 |
| total_electricity_HVAC | -0.39503807 |
| wind_direction | 0.586722 |
| wind_speed | -0.31449637 |
| observation/ | |
| HVAC_electricity_demand_rate | 1157.1565 |
| air_humidity | 25.856215 |
| air_temperature | 23.248966 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 54.0 |
| direct_solar_radiation | 272.0 |
| hour | 15.0 |
| htg_setpoint | 15.448017 |
| month | 10.0 |
| outdoor_humidity | 37.0 |
| outdoor_temperature | 13.647958 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1041308.56 |
| wind_direction | 240.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------********************************************----------------| 83%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.49281085 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 20.39706 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.43020645 |
| air_humidity | -0.9562738 |
| air_temperature | 0.29424003 |
| clg_setpoint | -1.1869433 |
| co2_emission | 0.0 |
| day_of_month | 1.6302048 |
| diffuse_solar_radiation | -0.76194215 |
| direct_solar_radiation | -0.6272604 |
| hour | 0.6506693 |
| htg_setpoint | 0.7178503 |
| month | 1.2163455 |
| outdoor_humidity | -1.752372 |
| outdoor_temperature | 0.20254865 |
| people_occupant | 1.6939023 |
| total_electricity_HVAC | -0.44758734 |
| wind_direction | -1.4331452 |
| wind_speed | -0.102592126 |
| observation/ | |
| HVAC_electricity_demand_rate | 923.8205 |
| air_humidity | 25.335072 |
| air_temperature | 23.248617 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 16.0 |
| htg_setpoint | 20.568867 |
| month | 10.0 |
| outdoor_humidity | 32.0 |
| outdoor_temperature | 15.227311 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 831438.5 |
| wind_direction | 30.0 |
| wind_speed | 4.6 |
--------------------------------------------------
--------------------------------------------------********************************************----------------| 83%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.07286467 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.215137 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5079392 |
| air_humidity | 0.78590155 |
| air_temperature | 0.29961377 |
| clg_setpoint | -1.1856931 |
| co2_emission | 0.0 |
| day_of_month | 1.738836 |
| diffuse_solar_radiation | -0.76171577 |
| direct_solar_radiation | -0.626674 |
| hour | 0.79510766 |
| htg_setpoint | 0.2268938 |
| month | 1.2139999 |
| outdoor_humidity | 0.54398394 |
| outdoor_temperature | -0.035542306 |
| people_occupant | 1.6930249 |
| total_electricity_HVAC | -0.5021825 |
| wind_direction | 0.011014803 |
| wind_speed | 0.36283594 |
| observation/ | |
| HVAC_electricity_demand_rate | 597.3534 |
| air_humidity | 48.018665 |
| air_temperature | 23.25711 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 18.561707 |
| month | 10.0 |
| outdoor_humidity | 80.0 |
| outdoor_temperature | 12.877575 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 613769.2 |
| wind_direction | 180.0 |
| wind_speed | 5.7 |
--------------------------------------------------
-------------------------------------------------*********************************************----------------| 83%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6293457 |
| air_humidity | -0.83008504 |
| air_temperature | 0.64219975 |
| clg_setpoint | 0.40804392 |
| co2_emission | 0.0 |
| day_of_month | -1.6695936 |
| diffuse_solar_radiation | -0.76156807 |
| direct_solar_radiation | -0.6268736 |
| hour | 0.9395331 |
| htg_setpoint | 0.47976017 |
| month | 1.5193672 |
| outdoor_humidity | -0.9859901 |
| outdoor_temperature | -0.23707798 |
| people_occupant | 0.50118655 |
| total_electricity_HVAC | -0.6364164 |
| wind_direction | -1.7192875 |
| wind_speed | 1.2055722 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 26.969019 |
| air_temperature | 23.7968 |
| clg_setpoint | 27.338745 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 19.596798 |
| month | 11.0 |
| outdoor_humidity | 48.0 |
| outdoor_temperature | 10.891497 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 0.0 |
| wind_speed | 7.7 |
-------------------------------------------------
-------------------------------------------------*********************************************----------------| 83%
| action_network/ | |
| Cooling_Setpoint_RL | -0.41773307 |
| Heating_Setpoint_RL | 0.66592366 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.21515 |
| Heating_Setpoint_RL | 21.37082 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.77732605 |
| air_humidity | -1.2106228 |
| air_temperature | 0.29570183 |
| clg_setpoint | -0.5769484 |
| co2_emission | 0.0 |
| day_of_month | -1.5517722 |
| diffuse_solar_radiation | -0.7613479 |
| direct_solar_radiation | -0.6269819 |
| hour | 1.0839409 |
| htg_setpoint | 1.3719354 |
| month | 1.5154735 |
| outdoor_humidity | -1.3187025 |
| outdoor_temperature | 0.015508404 |
| people_occupant | -0.6892403 |
| total_electricity_HVAC | 1.0476414 |
| wind_direction | -1.6219084 |
| wind_speed | 0.36026672 |
| observation/ | |
| HVAC_electricity_demand_rate | 5990.696 |
| air_humidity | 21.993937 |
| air_temperature | 23.25 |
| clg_setpoint | 24.811432 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 41.0 |
| outdoor_temperature | 13.371876 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 6786421.0 |
| wind_direction | 10.0 |
| wind_speed | 5.7 |
-------------------------------------------------
-------------------------------------------------**********************************************---------------| 84%
| action_network/ | |
| Cooling_Setpoint_RL | -0.6944326 |
| Heating_Setpoint_RL | 0.50557655 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.28129 |
| Heating_Setpoint_RL | 20.468868 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.6355889 |
| air_humidity | -0.5106495 |
| air_temperature | 0.29591087 |
| clg_setpoint | 0.19741407 |
| co2_emission | 0.0 |
| day_of_month | -1.4348252 |
| diffuse_solar_radiation | -0.7611973 |
| direct_solar_radiation | -0.62711823 |
| hour | 1.2283257 |
| htg_setpoint | 1.3710489 |
| month | 1.5116094 |
| outdoor_humidity | 0.16445553 |
| outdoor_temperature | -0.16835476 |
| people_occupant | -0.6884523 |
| total_electricity_HVAC | 0.79246294 |
| wind_direction | 0.39198807 |
| wind_speed | -1.1594832 |
| observation/ | |
| HVAC_electricity_demand_rate | 5393.81 |
| air_humidity | 31.094208 |
| air_temperature | 23.249933 |
| clg_setpoint | 26.798489 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 72.0 |
| outdoor_temperature | 11.565983 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 5768173.5 |
| wind_direction | 220.0 |
| wind_speed | 2.1 |
-------------------------------------------------
-------------------------------------------------**********************************************---------------| 84%
| action_network/ | |
| Cooling_Setpoint_RL | 0.28030092 |
| Heating_Setpoint_RL | -0.31523854 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.571014 |
| Heating_Setpoint_RL | 15.851784 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6291747 |
| air_humidity | -0.15854158 |
| air_temperature | -0.96511734 |
| clg_setpoint | 0.58895177 |
| co2_emission | 0.0 |
| day_of_month | -1.3186159 |
| diffuse_solar_radiation | -0.7610877 |
| direct_solar_radiation | -0.62704986 |
| hour | 1.3726813 |
| htg_setpoint | 0.4929619 |
| month | 1.5077748 |
| outdoor_humidity | -0.45729822 |
| outdoor_temperature | -0.2652272 |
| people_occupant | -0.6887223 |
| total_electricity_HVAC | -0.6362412 |
| wind_direction | 1.2531434 |
| wind_speed | 1.2065623 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 35.67833 |
| air_temperature | 21.266253 |
| clg_setpoint | 27.801733 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 19.657072 |
| month | 11.0 |
| outdoor_humidity | 59.0 |
| outdoor_temperature | 10.616516 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 310.0 |
| wind_speed | 7.7 |
-------------------------------------------------
-------------------------------------------------**********************************************---------------| 84%
| action_network/ | |
| Cooling_Setpoint_RL | 0.28993922 |
| Heating_Setpoint_RL | -0.8292349 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.603544 |
| Heating_Setpoint_RL | 12.960554 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.33732438 |
| air_humidity | -0.18670267 |
| air_temperature | -1.2386752 |
| clg_setpoint | 1.3358083 |
| co2_emission | 0.0 |
| day_of_month | -1.2030218 |
| diffuse_solar_radiation | -0.7608815 |
| direct_solar_radiation | -0.6267738 |
| hour | 1.5170007 |
| htg_setpoint | 0.738918 |
| month | 1.5039693 |
| outdoor_humidity | -0.16950075 |
| outdoor_temperature | -0.5951539 |
| people_occupant | -0.68899155 |
| total_electricity_HVAC | 0.47146887 |
| wind_direction | 1.3462653 |
| wind_speed | 0.78107786 |
| observation/ | |
| HVAC_electricity_demand_rate | 4140.0444 |
| air_humidity | 35.302917 |
| air_temperature | 20.836788 |
| clg_setpoint | 29.716719 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 20.663227 |
| month | 11.0 |
| outdoor_humidity | 65.0 |
| outdoor_temperature | 7.379232 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4487939.5 |
| wind_direction | 320.0 |
| wind_speed | 6.7 |
-------------------------------------------------
-------------------------------------------------***********************************************--------------| 85%
| action_network/ | |
| Cooling_Setpoint_RL | 0.42702496 |
| Heating_Setpoint_RL | -0.47031468 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.06621 |
| Heating_Setpoint_RL | 14.97948 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6289534 |
| air_humidity | -0.13469294 |
| air_temperature | -0.9399888 |
| clg_setpoint | 0.041700646 |
| co2_emission | 0.0 |
| day_of_month | -1.0879325 |
| diffuse_solar_radiation | -0.76067066 |
| direct_solar_radiation | -0.6269264 |
| hour | 1.6612766 |
| htg_setpoint | 0.2562074 |
| month | 1.5001924 |
| outdoor_humidity | 0.2620336 |
| outdoor_temperature | -0.61200434 |
| people_occupant | -0.68925995 |
| total_electricity_HVAC | -0.6359902 |
| wind_direction | 1.534719 |
| wind_speed | -0.31602553 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 35.970654 |
| air_temperature | 21.306452 |
| clg_setpoint | 26.395336 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 18.688395 |
| month | 11.0 |
| outdoor_humidity | 74.0 |
| outdoor_temperature | 7.2091904 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 340.0 |
| wind_speed | 4.1 |
-------------------------------------------------
-------------------------------------------------***********************************************--------------| 85%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.628816 |
| air_humidity | 0.40881708 |
| air_temperature | -1.1733665 |
| clg_setpoint | 1.4472537 |
| co2_emission | 0.0 |
| day_of_month | -0.86003983 |
| diffuse_solar_radiation | -0.76054865 |
| direct_solar_radiation | -0.6268358 |
| hour | -1.6611353 |
| htg_setpoint | 0.26057217 |
| month | 1.4964439 |
| outdoor_humidity | 1.3640652 |
| outdoor_temperature | -0.6277118 |
| people_occupant | -0.6895276 |
| total_electricity_HVAC | -0.6358306 |
| wind_direction | 1.6269816 |
| wind_speed | -0.7380663 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 43.027264 |
| air_temperature | 20.94052 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 18.706348 |
| month | 11.0 |
| outdoor_humidity | 97.0 |
| outdoor_temperature | 7.0527797 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 350.0 |
| wind_speed | 3.1 |
-------------------------------------------------
-------------------------------------------------***********************************************--------------| 85%
| action_network/ | |
| Cooling_Setpoint_RL | -0.6377576 |
| Heating_Setpoint_RL | 0.4680677 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.472569 |
| Heating_Setpoint_RL | 20.257881 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.0150545 |
| air_humidity | 0.6500147 |
| air_temperature | 0.2970166 |
| clg_setpoint | 0.081376515 |
| co2_emission | 0.0 |
| day_of_month | -0.74566513 |
| diffuse_solar_radiation | -0.7604027 |
| direct_solar_radiation | -0.626853 |
| hour | -1.5165284 |
| htg_setpoint | 1.3697412 |
| month | 1.4927232 |
| outdoor_humidity | 1.3150355 |
| outdoor_temperature | -0.45544428 |
| people_occupant | -0.68979436 |
| total_electricity_HVAC | 0.92252254 |
| wind_direction | -1.7181101 |
| wind_speed | -2.0450547 |
| observation/ | |
| HVAC_electricity_demand_rate | 6982.995 |
| air_humidity | 46.163418 |
| air_temperature | 23.250305 |
| clg_setpoint | 26.49412 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 8.738296 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 6284695.5 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
-------------------------------------------------************************************************-------------| 86%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.9582838 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.234653 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.0421973 |
| air_humidity | 1.1027541 |
| air_temperature | 0.29663917 |
| clg_setpoint | 1.4471432 |
| co2_emission | 0.0 |
| day_of_month | -0.6315175 |
| diffuse_solar_radiation | -0.7602708 |
| direct_solar_radiation | -0.62634367 |
| hour | -1.3719599 |
| htg_setpoint | 1.368315 |
| month | 1.4890302 |
| outdoor_humidity | 1.5048145 |
| outdoor_temperature | 0.13602607 |
| people_occupant | -0.68901265 |
| total_electricity_HVAC | 0.948115 |
| wind_direction | -0.66618985 |
| wind_speed | 2.7250383 |
| observation/ | |
| HVAC_electricity_demand_rate | 7094.82 |
| air_humidity | 52.052776 |
| air_temperature | 23.249468 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 14.5244055 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 6385338.0 |
| wind_direction | 110.0 |
| wind_speed | 11.3 |
-------------------------------------------------
-------------------------------------------------************************************************-------------| 86%
| action_network/ | |
| Cooling_Setpoint_RL | 0.49044973 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.280268 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.62881255 |
| air_humidity | 0.9966844 |
| air_temperature | -1.1475528 |
| clg_setpoint | -0.44268572 |
| co2_emission | 0.0 |
| day_of_month | -0.5175357 |
| diffuse_solar_radiation | -0.76009953 |
| direct_solar_radiation | -0.62591213 |
| hour | -1.2274226 |
| htg_setpoint | -0.31986552 |
| month | 1.4853646 |
| outdoor_humidity | 1.1201621 |
| outdoor_temperature | -0.23478541 |
| people_occupant | -0.68823355 |
| total_electricity_HVAC | -0.63582057 |
| wind_direction | 1.2440199 |
| wind_speed | 2.08892 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 50.7135 |
| air_temperature | 20.983942 |
| clg_setpoint | 25.153143 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 16.338001 |
| month | 11.0 |
| outdoor_humidity | 92.0 |
| outdoor_temperature | 10.902514 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 310.0 |
| wind_speed | 9.8 |
-------------------------------------------------
-------------------------------------------------************************************************-------------| 86%
| action_network/ | |
| Cooling_Setpoint_RL | 0.33253646 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.74731 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6285931 |
| air_humidity | 0.20963049 |
| air_temperature | -1.1452332 |
| clg_setpoint | 1.4462718 |
| co2_emission | 0.0 |
| day_of_month | -0.4036684 |
| diffuse_solar_radiation | -0.7599673 |
| direct_solar_radiation | -0.6256086 |
| hour | -1.0829098 |
| htg_setpoint | 0.04513868 |
| month | 1.4817258 |
| outdoor_humidity | 0.40063444 |
| outdoor_temperature | -0.5386292 |
| people_occupant | -0.688501 |
| total_electricity_HVAC | -0.63557905 |
| wind_direction | -1.7183363 |
| wind_speed | 0.5677372 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 40.49905 |
| air_temperature | 20.98775 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 17.83247 |
| month | 11.0 |
| outdoor_humidity | 77.0 |
| outdoor_temperature | 7.931723 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 0.0 |
| wind_speed | 6.2 |
-------------------------------------------------
-------------------------------------------------************************************************-------------| 86%
| action_network/ | |
| Cooling_Setpoint_RL | -0.68548167 |
| Heating_Setpoint_RL | 0.09572068 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.311499 |
| Heating_Setpoint_RL | 18.16343 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.0507255 |
| air_humidity | -0.07287499 |
| air_temperature | 0.24339475 |
| clg_setpoint | 1.373606 |
| co2_emission | 0.0 |
| day_of_month | -0.28987476 |
| diffuse_solar_radiation | -0.759814 |
| direct_solar_radiation | -0.62502986 |
| hour | -0.93841606 |
| htg_setpoint | 1.3676436 |
| month | 1.4781137 |
| outdoor_humidity | 0.7839357 |
| outdoor_temperature | -0.8636747 |
| people_occupant | -0.6887676 |
| total_electricity_HVAC | 1.8845005 |
| wind_direction | -1.5250112 |
| wind_speed | -0.7388131 |
| observation/ | |
| HVAC_electricity_demand_rate | 11322.621 |
| air_humidity | 36.83444 |
| air_temperature | 23.164484 |
| clg_setpoint | 29.812014 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 85.0 |
| outdoor_temperature | 4.756094 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 10114565.0 |
| wind_direction | 20.0 |
| wind_speed | 3.1 |
-------------------------------------------------
-------------------------------------------------*************************************************------------| 87%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.8789329 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 22.568998 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5768062 |
| air_humidity | 0.7225908 |
| air_temperature | -0.5710058 |
| clg_setpoint | 0.6669549 |
| co2_emission | 0.0 |
| day_of_month | -0.17612377 |
| diffuse_solar_radiation | -0.36545032 |
| direct_solar_radiation | -0.43977293 |
| hour | -0.7939362 |
| htg_setpoint | -0.1172889 |
| month | 1.4745277 |
| outdoor_humidity | 1.5017817 |
| outdoor_temperature | -0.42395028 |
| people_occupant | -0.68903345 |
| total_electricity_HVAC | -0.58536583 |
| wind_direction | -0.85694915 |
| wind_speed | -0.5269369 |
| observation/ | |
| HVAC_electricity_demand_rate | 304.06525 |
| air_humidity | 47.157513 |
| air_temperature | 21.88904 |
| clg_setpoint | 27.996891 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 39.5 |
| direct_solar_radiation | 46.5 |
| hour | 6.0 |
| htg_setpoint | 17.17263 |
| month | 11.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 9.043211 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 278004.4 |
| wind_direction | 90.0 |
| wind_speed | 3.6 |
-------------------------------------------------
-------------------------------------------------*************************************************------------| 87%
| action_network/ | |
| Cooling_Setpoint_RL | 0.11913485 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.02708 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.40961727 |
| air_humidity | 0.12933221 |
| air_temperature | -1.5073404 |
| clg_setpoint | 0.26978487 |
| co2_emission | 0.0 |
| day_of_month | -0.06239434 |
| diffuse_solar_radiation | 0.24876143 |
| direct_solar_radiation | -0.07958107 |
| hour | -0.64946604 |
| htg_setpoint | -0.74205863 |
| month | 1.4709678 |
| outdoor_humidity | 0.014315547 |
| outdoor_temperature | -1.1723684 |
| people_occupant | -0.68929857 |
| total_electricity_HVAC | -0.42955494 |
| wind_direction | 0.85892373 |
| wind_speed | 0.56887954 |
| observation/ | |
| HVAC_electricity_demand_rate | 1005.0571 |
| air_humidity | 39.481236 |
| air_temperature | 20.423326 |
| clg_setpoint | 26.976303 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 101.0 |
| direct_solar_radiation | 137.0 |
| hour | 7.0 |
| htg_setpoint | 14.616627 |
| month | 11.0 |
| outdoor_humidity | 69.0 |
| outdoor_temperature | 1.7391924 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 898429.3 |
| wind_direction | 270.0 |
| wind_speed | 6.2 |
| train/ | |
| approx_kl | 0.008517234 |
| clip_fraction | 0.0873 |
| clip_range | 0.2 |
| entropy_loss | -2.68 |
| explained_variance | 0.604 |
| learning_rate | 0.0003 |
| loss | 0.157 |
| n_updates | 320 |
| policy_gradient_loss | -0.0112 |
| std | 0.916 |
| value_loss | 0.699 |
-------------------------------------------------
-------------------------------------------------*************************************************------------| 87%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.18284011 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 16.596523 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6283761 |
| air_humidity | -0.6317664 |
| air_temperature | -0.91124874 |
| clg_setpoint | -1.1812117 |
| co2_emission | 0.0 |
| day_of_month | 0.051324878 |
| diffuse_solar_radiation | 0.7333587 |
| direct_solar_radiation | 0.5547503 |
| hour | -0.5050022 |
| htg_setpoint | -0.07215811 |
| month | 1.4674336 |
| outdoor_humidity | -0.08137409 |
| outdoor_temperature | -0.76244956 |
| people_occupant | -0.68956286 |
| total_electricity_HVAC | -0.6353157 |
| wind_direction | 0.8576913 |
| wind_speed | 0.9891924 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 29.605572 |
| air_temperature | 21.35686 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 149.5 |
| direct_solar_radiation | 296.5 |
| hour | 8.0 |
| htg_setpoint | 17.36207 |
| month | 11.0 |
| outdoor_humidity | 67.0 |
| outdoor_temperature | 5.7240324 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 270.0 |
| wind_speed | 7.2 |
-------------------------------------------------
--------------------------------------------------************************************************------------| 87%
| action_network/ | |
| Cooling_Setpoint_RL | -0.8600869 |
| Heating_Setpoint_RL | 0.08930107 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.722206 |
| Heating_Setpoint_RL | 18.12732 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.62844557 |
| air_humidity | -0.45217833 |
| air_temperature | -0.55026835 |
| clg_setpoint | -0.036101338 |
| co2_emission | 0.0 |
| day_of_month | 0.1650355 |
| diffuse_solar_radiation | 0.7587703 |
| direct_solar_radiation | 1.2094876 |
| hour | -0.36054197 |
| htg_setpoint | -0.47965494 |
| month | 1.4639246 |
| outdoor_humidity | -0.4658281 |
| outdoor_temperature | -0.11021391 |
| people_occupant | -0.68878984 |
| total_electricity_HVAC | -0.63536465 |
| wind_direction | 0.7620101 |
| wind_speed | 0.9886552 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 31.920126 |
| air_temperature | 21.920973 |
| clg_setpoint | 26.190449 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 152.0 |
| direct_solar_radiation | 461.0 |
| hour | 9.0 |
| htg_setpoint | 15.694405 |
| month | 11.0 |
| outdoor_humidity | 59.0 |
| outdoor_temperature | 12.074833 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 260.0 |
| wind_speed | 7.2 |
--------------------------------------------------
-------------------------------------------------**************************************************-----------| 88%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.7839107 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.215503 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.57011676 |
| air_humidity | -0.60235083 |
| air_temperature | 0.29965857 |
| clg_setpoint | -1.1817098 |
| co2_emission | 0.0 |
| day_of_month | 0.2787295 |
| diffuse_solar_radiation | 0.31991935 |
| direct_solar_radiation | 2.3188248 |
| hour | -0.21608342 |
| htg_setpoint | 0.041843656 |
| month | 1.4604409 |
| outdoor_humidity | -0.321673 |
| outdoor_temperature | -0.73270714 |
| people_occupant | 1.6960461 |
| total_electricity_HVAC | -0.5800826 |
| wind_direction | 0.9513729 |
| wind_speed | 0.7757985 |
| observation/ | |
| HVAC_electricity_demand_rate | 331.6197 |
| air_humidity | 29.960478 |
| air_temperature | 23.248823 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 108.0 |
| direct_solar_radiation | 740.0 |
| hour | 10.0 |
| htg_setpoint | 17.830404 |
| month | 11.0 |
| outdoor_humidity | 62.0 |
| outdoor_temperature | 6.0021534 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 298457.72 |
| wind_direction | 280.0 |
| wind_speed | 6.7 |
-------------------------------------------------
-------------------------------------------------**************************************************-----------| 88%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.5608053 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 20.77953 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.29550865 |
| air_humidity | -0.7268783 |
| air_temperature | 0.30053428 |
| clg_setpoint | -1.18074 |
| co2_emission | 0.0 |
| day_of_month | 0.39238924 |
| diffuse_solar_radiation | 1.624299 |
| direct_solar_radiation | -0.11020334 |
| hour | -0.07162537 |
| htg_setpoint | -0.48945725 |
| month | 1.4569818 |
| outdoor_humidity | -0.65765744 |
| outdoor_temperature | -0.9497377 |
| people_occupant | 1.2184976 |
| total_electricity_HVAC | -0.28446472 |
| wind_direction | 1.0457169 |
| wind_speed | -0.5318938 |
| observation/ | |
| HVAC_electricity_demand_rate | 1485.1266 |
| air_humidity | 28.33981 |
| air_temperature | 23.249636 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 238.5 |
| direct_solar_radiation | 129.0 |
| hour | 11.0 |
| htg_setpoint | 15.653953 |
| month | 11.0 |
| outdoor_humidity | 55.0 |
| outdoor_temperature | 3.8771462 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 1477823.8 |
| wind_direction | 290.0 |
| wind_speed | 3.6 |
-------------------------------------------------
-------------------------------------------------**************************************************-----------| 88%
| action_network/ | |
| Cooling_Setpoint_RL | -0.9830016 |
| Heating_Setpoint_RL | 0.60268915 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.30737 |
| Heating_Setpoint_RL | 21.015125 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.53572273 |
| air_humidity | -0.6966641 |
| air_temperature | 0.30065376 |
| clg_setpoint | -1.1796433 |
| co2_emission | 0.0 |
| day_of_month | 0.5059876 |
| diffuse_solar_radiation | 1.1005609 |
| direct_solar_radiation | 0.5502559 |
| hour | 0.07283267 |
| htg_setpoint | 0.069877006 |
| month | 1.4535471 |
| outdoor_humidity | 0.06288667 |
| outdoor_temperature | -0.85344297 |
| people_occupant | 0.26446977 |
| total_electricity_HVAC | -0.54746234 |
| wind_direction | 0.18575332 |
| wind_speed | 0.56585896 |
| observation/ | |
| HVAC_electricity_demand_rate | 476.30307 |
| air_humidity | 28.727097 |
| air_temperature | 23.249184 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 186.0 |
| direct_solar_radiation | 295.0 |
| hour | 12.0 |
| htg_setpoint | 17.947428 |
| month | 11.0 |
| outdoor_humidity | 70.0 |
| outdoor_temperature | 4.7929354 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 428672.78 |
| wind_direction | 200.0 |
| wind_speed | 6.2 |
-------------------------------------------------
-------------------------------------------------***************************************************----------| 89%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.11461419 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.269705 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5520396 |
| air_humidity | -0.8247599 |
| air_temperature | 0.30105308 |
| clg_setpoint | -1.1788787 |
| co2_emission | 0.0 |
| day_of_month | 0.61948794 |
| diffuse_solar_radiation | 0.70126253 |
| direct_solar_radiation | 0.83309215 |
| hour | 0.21729039 |
| htg_setpoint | -1.3821772 |
| month | 1.4501367 |
| outdoor_humidity | -0.3705008 |
| outdoor_temperature | -0.7751837 |
| people_occupant | 1.2172575 |
| total_electricity_HVAC | -0.56291384 |
| wind_direction | 0.8533895 |
| wind_speed | 0.9867263 |
| observation/ | |
| HVAC_electricity_demand_rate | 407.59988 |
| air_humidity | 27.071722 |
| air_temperature | 23.248835 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 146.0 |
| direct_solar_radiation | 366.0 |
| hour | 13.0 |
| htg_setpoint | 12.0 |
| month | 11.0 |
| outdoor_humidity | 61.0 |
| outdoor_temperature | 5.5386515 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 366839.9 |
| wind_direction | 270.0 |
| wind_speed | 7.2 |
-------------------------------------------------
-------------------------------------------------***************************************************----------| 89%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.51035297 |
| air_humidity | -1.0893484 |
| air_temperature | 0.30192545 |
| clg_setpoint | -1.1782167 |
| co2_emission | 0.0 |
| day_of_month | 0.7328446 |
| diffuse_solar_radiation | 0.21673737 |
| direct_solar_radiation | 0.35794804 |
| hour | 0.36174682 |
| htg_setpoint | -0.09027246 |
| month | 1.4467502 |
| outdoor_humidity | -1.333045 |
| outdoor_temperature | -1.1439792 |
| people_occupant | 1.6930594 |
| total_electricity_HVAC | -0.5233963 |
| wind_direction | 1.0431657 |
| wind_speed | 1.8686322 |
| observation/ | |
| HVAC_electricity_demand_rate | 583.51746 |
| air_humidity | 23.64231 |
| air_temperature | 23.249296 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 97.5 |
| direct_solar_radiation | 246.5 |
| hour | 14.0 |
| htg_setpoint | 17.293304 |
| month | 11.0 |
| outdoor_humidity | 41.0 |
| outdoor_temperature | 1.9185894 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 525165.75 |
| wind_direction | 290.0 |
| wind_speed | 9.3 |
-------------------------------------------------
-------------------------------------------------***************************************************----------| 89%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.89300996 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.601819 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.57439154 |
| air_humidity | -1.5133665 |
| air_temperature | -0.35437024 |
| clg_setpoint | -0.3151848 |
| co2_emission | 0.0 |
| day_of_month | 0.8460025 |
| diffuse_solar_radiation | -0.47813928 |
| direct_solar_radiation | -0.13558778 |
| hour | 0.5062002 |
| htg_setpoint | -0.59716505 |
| month | 1.4433872 |
| outdoor_humidity | -1.3321905 |
| outdoor_temperature | -1.0097116 |
| people_occupant | -0.68933624 |
| total_electricity_HVAC | -0.58355004 |
| wind_direction | 1.1369824 |
| wind_speed | 0.13826114 |
| observation/ | |
| HVAC_electricity_demand_rate | 314.45312 |
| air_humidity | 18.138681 |
| air_temperature | 22.222803 |
| clg_setpoint | 25.464094 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 28.0 |
| direct_solar_radiation | 122.5 |
| hour | 15.0 |
| htg_setpoint | 15.217964 |
| month | 11.0 |
| outdoor_humidity | 41.0 |
| outdoor_temperature | 3.2021198 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 285252.28 |
| wind_direction | 300.0 |
| wind_speed | 5.2 |
-------------------------------------------------
-------------------------------------------------***************************************************----------| 89%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.39449543 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.844036 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.16973352 |
| air_humidity | -1.8548046 |
| air_temperature | -0.701907 |
| clg_setpoint | -1.1036397 |
| co2_emission | 0.0 |
| day_of_month | 0.9588979 |
| diffuse_solar_radiation | -0.75812936 |
| direct_solar_radiation | -0.6232744 |
| hour | 0.6506481 |
| htg_setpoint | 0.8914738 |
| month | 1.4400476 |
| outdoor_humidity | -1.1866249 |
| outdoor_temperature | -1.1916565 |
| people_occupant | -0.68857175 |
| total_electricity_HVAC | 0.20876008 |
| wind_direction | 1.0398644 |
| wind_speed | -1.1674602 |
| observation/ | |
| HVAC_electricity_demand_rate | 3456.461 |
| air_humidity | 13.659998 |
| air_temperature | 21.677156 |
| clg_setpoint | 23.438654 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 16.0 |
| htg_setpoint | 21.316803 |
| month | 11.0 |
| outdoor_humidity | 44.0 |
| outdoor_temperature | 1.3955885 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3461356.0 |
| wind_direction | 290.0 |
| wind_speed | 2.1 |
-------------------------------------------------
-------------------------------------------------****************************************************---------| 90%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.36098358 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.655533 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4465168 |
| air_humidity | 0.0819012 |
| air_temperature | 0.3050143 |
| clg_setpoint | -1.1759292 |
| co2_emission | 0.0 |
| day_of_month | 1.0714583 |
| diffuse_solar_radiation | -0.75788605 |
| direct_solar_radiation | -0.6227423 |
| hour | 0.7950874 |
| htg_setpoint | -1.3836442 |
| month | 1.4367311 |
| outdoor_humidity | 0.97988665 |
| outdoor_temperature | -0.9454677 |
| people_occupant | 1.6950926 |
| total_electricity_HVAC | -0.46289793 |
| wind_direction | -1.1544011 |
| wind_speed | -0.32358962 |
| observation/ | |
| HVAC_electricity_demand_rate | 856.483 |
| air_humidity | 38.70466 |
| air_temperature | 23.249374 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 12.0 |
| month | 11.0 |
| outdoor_humidity | 89.0 |
| outdoor_temperature | 3.7770193 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 770834.7 |
| wind_direction | 60.0 |
| wind_speed | 4.1 |
-------------------------------------------------
-------------------------------------------------****************************************************---------| 90%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.95108145 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.2751665 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6286249 |
| air_humidity | 1.3842077 |
| air_temperature | 0.30519405 |
| clg_setpoint | -1.1750796 |
| co2_emission | 0.0 |
| day_of_month | 1.1836033 |
| diffuse_solar_radiation | -0.75753385 |
| direct_solar_radiation | -0.6221124 |
| hour | 0.9395143 |
| htg_setpoint | 1.15979 |
| month | 1.4334373 |
| outdoor_humidity | 1.5066612 |
| outdoor_temperature | -0.2564832 |
| people_occupant | 0.50269747 |
| total_electricity_HVAC | -0.6355316 |
| wind_direction | 1.3282851 |
| wind_speed | -0.9555733 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 55.5866 |
| air_temperature | 23.249645 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 22.421951 |
| month | 11.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 10.502028 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 320.0 |
| wind_speed | 2.6 |
-------------------------------------------------
-------------------------------------------------****************************************************---------| 90%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.25638658 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.182825 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.62853163 |
| air_humidity | -0.19491614 |
| air_temperature | 0.15720205 |
| clg_setpoint | -1.1744177 |
| co2_emission | 0.0 |
| day_of_month | 1.2952443 |
| diffuse_solar_radiation | -0.75732136 |
| direct_solar_radiation | -0.6217493 |
| hour | 1.083924 |
| htg_setpoint | -0.47195986 |
| month | 1.4301661 |
| outdoor_humidity | -0.13082235 |
| outdoor_temperature | -0.45374826 |
| people_occupant | -0.4510145 |
| total_electricity_HVAC | -0.6354193 |
| wind_direction | 0.75474954 |
| wind_speed | 0.34850278 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 35.142937 |
| air_temperature | 23.018595 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 15.738443 |
| month | 11.0 |
| outdoor_humidity | 66.0 |
| outdoor_temperature | 8.573046 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 260.0 |
| wind_speed | 5.7 |
-------------------------------------------------
--------------------------------------------------***************************************************---------| 90%
| action_network/ | |
| Cooling_Setpoint_RL | -0.4675778 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.046925 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.62854147 |
| air_humidity | 0.20868146 |
| air_temperature | -0.32075167 |
| clg_setpoint | -0.82568973 |
| co2_emission | 0.0 |
| day_of_month | 1.4062859 |
| diffuse_solar_radiation | -0.75698227 |
| direct_solar_radiation | -0.62113506 |
| hour | 1.2283117 |
| htg_setpoint | -1.3847308 |
| month | 1.4269173 |
| outdoor_humidity | 0.97677195 |
| outdoor_temperature | -0.5975357 |
| people_occupant | -0.4513238 |
| total_electricity_HVAC | -0.63539773 |
| wind_direction | -0.009916579 |
| wind_speed | -0.95595574 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 40.365395 |
| air_temperature | 22.27317 |
| clg_setpoint | 24.142849 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 12.0 |
| month | 11.0 |
| outdoor_humidity | 89.0 |
| outdoor_temperature | 7.166635 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 180.0 |
| wind_speed | 2.6 |
--------------------------------------------------
-------------------------------------------------*****************************************************--------| 91%
| action_network/ | |
| Cooling_Setpoint_RL | 0.06419122 |
| Heating_Setpoint_RL | -0.78494096 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.841646 |
| Heating_Setpoint_RL | 13.209707 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.14120737 |
| air_humidity | -0.08015152 |
| air_temperature | -0.42833883 |
| clg_setpoint | 0.5915197 |
| co2_emission | 0.0 |
| day_of_month | 1.5166254 |
| diffuse_solar_radiation | -0.7567114 |
| direct_solar_radiation | -0.62106174 |
| hour | 1.3726711 |
| htg_setpoint | 0.9785579 |
| month | 1.4236904 |
| outdoor_humidity | 1.1703103 |
| outdoor_temperature | -0.661354 |
| people_occupant | -0.6898729 |
| total_electricity_HVAC | -0.18948373 |
| wind_direction | 0.08477283 |
| wind_speed | 0.09667831 |
| observation/ | |
| HVAC_electricity_demand_rate | 2147.2466 |
| air_humidity | 36.62144 |
| air_temperature | 22.105707 |
| clg_setpoint | 27.778683 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 21.68378 |
| month | 11.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 6.538839 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1868168.8 |
| wind_direction | 190.0 |
| wind_speed | 5.1 |
-------------------------------------------------
-------------------------------------------------*****************************************************--------| 91%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.58862966 |
| air_humidity | -0.9779589 |
| air_temperature | -0.7722739 |
| clg_setpoint | 1.4567596 |
| co2_emission | 0.0 |
| day_of_month | 1.6261547 |
| diffuse_solar_radiation | -0.7564318 |
| direct_solar_radiation | -0.62067235 |
| hour | 1.5169957 |
| htg_setpoint | 0.9497727 |
| month | 1.4204855 |
| outdoor_humidity | -0.8060457 |
| outdoor_temperature | -0.73603743 |
| people_occupant | -0.68911433 |
| total_electricity_HVAC | 0.40591985 |
| wind_direction | 1.1342726 |
| wind_speed | 1.5686017 |
| observation/ | |
| HVAC_electricity_demand_rate | 5235.8535 |
| air_humidity | 25.005655 |
| air_temperature | 21.568424 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 21.568428 |
| month | 11.0 |
| outdoor_humidity | 52.0 |
| outdoor_temperature | 5.800266 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4261172.0 |
| wind_direction | 300.0 |
| wind_speed | 8.6 |
-------------------------------------------------
-------------------------------------------------******************************************************-------| 92%
| action_network/ | |
| Cooling_Setpoint_RL | -0.58021843 |
| Heating_Setpoint_RL | -0.06282705 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.666763 |
| Heating_Setpoint_RL | 17.271599 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5925606 |
| air_humidity | -1.4171909 |
| air_temperature | -1.9950011 |
| clg_setpoint | 0.13632023 |
| co2_emission | 0.0 |
| day_of_month | -1.6688637 |
| diffuse_solar_radiation | -0.7561394 |
| direct_solar_radiation | -0.62055784 |
| hour | 1.6612782 |
| htg_setpoint | -0.73059976 |
| month | 1.7166345 |
| outdoor_humidity | -0.9979378 |
| outdoor_temperature | -1.1589146 |
| people_occupant | -0.68835825 |
| total_electricity_HVAC | -0.59931654 |
| wind_direction | 1.3227984 |
| wind_speed | 2.058346 |
| observation/ | |
| HVAC_electricity_demand_rate | 240.14299 |
| air_humidity | 19.30076 |
| air_temperature | 19.66 |
| clg_setpoint | 26.613539 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 14.684442 |
| month | 12.0 |
| outdoor_humidity | 48.0 |
| outdoor_temperature | 1.6696581 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 223902.95 |
| wind_direction | 320.0 |
| wind_speed | 9.8 |
-------------------------------------------------
-------------------------------------------------******************************************************-------| 92%
| action_network/ | |
| Cooling_Setpoint_RL | 0.90463173 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.678131 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.1368089 |
| air_humidity | -1.0051665 |
| air_temperature | -0.29031706 |
| clg_setpoint | -0.7033069 |
| co2_emission | 0.0 |
| day_of_month | -1.4378116 |
| diffuse_solar_radiation | -0.75566834 |
| direct_solar_radiation | -0.62066215 |
| hour | -1.6611421 |
| htg_setpoint | 1.3601446 |
| month | 1.7116156 |
| outdoor_humidity | -0.6583825 |
| outdoor_temperature | -1.0819346 |
| people_occupant | -0.6886176 |
| total_electricity_HVAC | 2.938822 |
| wind_direction | 1.0344943 |
| wind_speed | 0.33788538 |
| observation/ | |
| HVAC_electricity_demand_rate | 16040.474 |
| air_humidity | 24.59767 |
| air_temperature | 22.3163 |
| clg_setpoint | 24.456766 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 55.0 |
| outdoor_temperature | 2.403547 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 14456301.0 |
| wind_direction | 290.0 |
| wind_speed | 5.7 |
-------------------------------------------------
-------------------------------------------------******************************************************-------| 92%
| action_network/ | |
| Cooling_Setpoint_RL | 0.42484373 |
| Heating_Setpoint_RL | -0.134117 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.058847 |
| Heating_Setpoint_RL | 16.870592 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.732761 |
| air_humidity | -0.49465263 |
| air_temperature | -0.11433839 |
| clg_setpoint | 0.38890365 |
| co2_emission | 0.0 |
| day_of_month | -1.3211662 |
| diffuse_solar_radiation | -0.7551716 |
| direct_solar_radiation | -0.6207399 |
| hour | -1.5165403 |
| htg_setpoint | 1.3598533 |
| month | 1.7066404 |
| outdoor_humidity | 0.06511407 |
| outdoor_temperature | -0.55844474 |
| people_occupant | -0.68887615 |
| total_electricity_HVAC | 2.8142118 |
| wind_direction | 0.3656936 |
| wind_speed | 0.12947914 |
| observation/ | |
| HVAC_electricity_demand_rate | 14336.1455 |
| air_humidity | 31.190199 |
| air_temperature | 22.590315 |
| clg_setpoint | 27.259644 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 70.0 |
| outdoor_temperature | 7.49582 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 13962045.0 |
| wind_direction | 220.0 |
| wind_speed | 5.2 |
-------------------------------------------------
--------------------------------------------------*****************************************************-------| 92%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.017322361 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 17.527561 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.3742076 |
| air_humidity | 0.4066607 |
| air_temperature | 0.30920646 |
| clg_setpoint | -1.151985 |
| co2_emission | 0.0 |
| day_of_month | -1.2051765 |
| diffuse_solar_radiation | -0.75477767 |
| direct_solar_radiation | -0.6202345 |
| hour | -1.3719755 |
| htg_setpoint | 1.3590326 |
| month | 1.7017083 |
| outdoor_humidity | 0.9792369 |
| outdoor_temperature | -0.36713484 |
| people_occupant | -0.68913394 |
| total_electricity_HVAC | 1.2630736 |
| wind_direction | -1.354279 |
| wind_speed | 0.33960983 |
| observation/ | |
| HVAC_electricity_demand_rate | 8577.82 |
| air_humidity | 42.852707 |
| air_temperature | 23.250273 |
| clg_setpoint | 23.30142 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 89.0 |
| outdoor_temperature | 9.355545 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 7720038.5 |
| wind_direction | 40.0 |
| wind_speed | 5.7 |
--------------------------------------------------
-------------------------------------------------*******************************************************------| 93%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.6817796 |
| air_humidity | -0.3106567 |
| air_temperature | -0.22032747 |
| clg_setpoint | 0.377153 |
| co2_emission | 0.0 |
| day_of_month | -1.0897304 |
| diffuse_solar_radiation | -0.7544443 |
| direct_solar_radiation | -0.6196651 |
| hour | -1.2274407 |
| htg_setpoint | 1.3580335 |
| month | 1.6968187 |
| outdoor_humidity | -0.41891283 |
| outdoor_temperature | -1.0862428 |
| people_occupant | -0.6893911 |
| total_electricity_HVAC | 2.476286 |
| wind_direction | 0.8421374 |
| wind_speed | 0.75668555 |
| observation/ | |
| HVAC_electricity_demand_rate | 14126.547 |
| air_humidity | 33.583076 |
| air_temperature | 22.425457 |
| clg_setpoint | 27.226597 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 60.0 |
| outdoor_temperature | 2.3454607 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 12607965.0 |
| wind_direction | 270.0 |
| wind_speed | 6.7 |
| train/ | |
| approx_kl | 0.007618005 |
| clip_fraction | 0.0688 |
| clip_range | 0.2 |
| entropy_loss | -2.65 |
| explained_variance | 0.715 |
| learning_rate | 0.0003 |
| loss | 0.143 |
| n_updates | 330 |
| policy_gradient_loss | -0.00982 |
| std | 0.909 |
| value_loss | 0.626 |
-------------------------------------------------
-------------------------------------------------*******************************************************------| 93%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.057780445 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 17.950016 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.4917936 |
| air_humidity | -0.90532655 |
| air_temperature | -0.9244223 |
| clg_setpoint | -1.170979 |
| co2_emission | 0.0 |
| day_of_month | -0.97472775 |
| diffuse_solar_radiation | -0.7541286 |
| direct_solar_radiation | -0.6192444 |
| hour | -1.0829298 |
| htg_setpoint | 1.357787 |
| month | 1.6919712 |
| outdoor_humidity | -0.5627925 |
| outdoor_temperature | -1.302125 |
| people_occupant | -0.68964744 |
| total_electricity_HVAC | 3.272237 |
| wind_direction | 0.74569476 |
| wind_speed | 1.3801183 |
| observation/ | |
| HVAC_electricity_demand_rate | 17578.31 |
| air_humidity | 25.891066 |
| air_temperature | 21.328445 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 57.0 |
| outdoor_temperature | 0.22128233 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 15825920.0 |
| wind_direction | 260.0 |
| wind_speed | 8.2 |
-------------------------------------------------
--------------------------------------------------******************************************************------| 93%
| action_network/ | |
| Cooling_Setpoint_RL | -0.44126654 |
| Heating_Setpoint_RL | 0.9844827 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.135725 |
| Heating_Setpoint_RL | 23.162716 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6168803 |
| air_humidity | -1.4217888 |
| air_temperature | -0.83548987 |
| clg_setpoint | -0.27002525 |
| co2_emission | 0.0 |
| day_of_month | -0.8600795 |
| diffuse_solar_radiation | -0.7538649 |
| direct_solar_radiation | -0.61902446 |
| hour | -0.93843704 |
| htg_setpoint | -0.060056496 |
| month | 1.6871648 |
| outdoor_humidity | -0.51360494 |
| outdoor_temperature | -0.9341925 |
| people_occupant | -0.6888971 |
| total_electricity_HVAC | -0.6235667 |
| wind_direction | 1.1263565 |
| wind_speed | 1.1693492 |
| observation/ | |
| HVAC_electricity_demand_rate | 137.95985 |
| air_humidity | 19.186808 |
| air_temperature | 21.465202 |
| clg_setpoint | 25.564306 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 17.441929 |
| month | 12.0 |
| outdoor_humidity | 58.0 |
| outdoor_temperature | 3.7912881 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 127197.48 |
| wind_direction | 300.0 |
| wind_speed | 7.7 |
--------------------------------------------------
-------------------------------------------------*******************************************************------| 93%
| action_network/ | |
| Cooling_Setpoint_RL | 0.338979 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.769054 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.18398015 |
| air_humidity | -1.5083597 |
| air_temperature | -1.0114685 |
| clg_setpoint | -1.1711981 |
| co2_emission | 0.0 |
| day_of_month | -0.74570775 |
| diffuse_solar_radiation | -0.7535106 |
| direct_solar_radiation | -0.6190928 |
| hour | -0.79395777 |
| htg_setpoint | 0.08568503 |
| month | 1.6823993 |
| outdoor_humidity | 0.50047153 |
| outdoor_temperature | -1.5256621 |
| people_occupant | -0.68814915 |
| total_electricity_HVAC | -0.2161067 |
| wind_direction | -1.5478166 |
| wind_speed | -0.7493024 |
| observation/ | |
| HVAC_electricity_demand_rate | 1979.2661 |
| air_humidity | 18.021221 |
| air_temperature | 21.19047 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 18.040552 |
| month | 12.0 |
| outdoor_humidity | 79.0 |
| outdoor_temperature | -1.9809905 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1772361.4 |
| wind_direction | 20.0 |
| wind_speed | 3.1 |
-------------------------------------------------
-------------------------------------------------********************************************************-----| 94%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.48994648 |
| air_humidity | -0.30679992 |
| air_temperature | -1.3188671 |
| clg_setpoint | -1.170184 |
| co2_emission | 0.0 |
| day_of_month | -0.6315448 |
| diffuse_solar_radiation | -0.45623013 |
| direct_solar_radiation | -0.53695905 |
| hour | -0.64948785 |
| htg_setpoint | 0.1292097 |
| month | 1.6776738 |
| outdoor_humidity | -0.2718041 |
| outdoor_temperature | -0.7603322 |
| people_occupant | -0.6884061 |
| total_electricity_HVAC | -0.5056376 |
| wind_direction | -1.2588985 |
| wind_speed | -1.1631184 |
| observation/ | |
| HVAC_electricity_demand_rate | 678.77924 |
| air_humidity | 33.553555 |
| air_temperature | 20.71316 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 29.5 |
| direct_solar_radiation | 20.5 |
| hour | 7.0 |
| htg_setpoint | 18.221891 |
| month | 12.0 |
| outdoor_humidity | 63.0 |
| outdoor_temperature | 5.4576883 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 604021.06 |
| wind_direction | 50.0 |
| wind_speed | 2.1 |
-------------------------------------------------
-------------------------------------------------********************************************************-----| 94%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.10377312 |
| air_humidity | -0.12749763 |
| air_temperature | 0.3121288 |
| clg_setpoint | -1.1693096 |
| co2_emission | 0.0 |
| day_of_month | -0.5175333 |
| diffuse_solar_radiation | -0.26943558 |
| direct_solar_radiation | -0.6183152 |
| hour | -0.505024 |
| htg_setpoint | -0.7332478 |
| month | 1.6729879 |
| outdoor_humidity | 1.1274377 |
| outdoor_temperature | -1.3104497 |
| people_occupant | 1.6951543 |
| total_electricity_HVAC | -0.1042684 |
| wind_direction | -1.4465182 |
| wind_speed | -0.12129986 |
| observation/ | |
| HVAC_electricity_demand_rate | 2324.575 |
| air_humidity | 35.87155 |
| air_temperature | 23.249756 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 48.0 |
| direct_solar_radiation | 0.0 |
| hour | 8.0 |
| htg_setpoint | 14.691079 |
| month | 12.0 |
| outdoor_humidity | 92.0 |
| outdoor_temperature | 0.08334234 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2227743.2 |
| wind_direction | 30.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------*******************************************************-----| 94%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.37452638 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.73171 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.044151556 |
| air_humidity | -0.091366045 |
| air_temperature | 0.31212866 |
| clg_setpoint | -1.1684083 |
| co2_emission | 0.0 |
| day_of_month | -0.40362552 |
| diffuse_solar_radiation | -0.16808042 |
| direct_solar_radiation | -0.6176886 |
| hour | -0.36056364 |
| htg_setpoint | 0.51492465 |
| month | 1.6683412 |
| outdoor_humidity | 1.1268595 |
| outdoor_temperature | -1.0039035 |
| people_occupant | 1.6943253 |
| total_electricity_HVAC | -0.08131789 |
| wind_direction | -1.6338267 |
| wind_speed | -0.9547341 |
| observation/ | |
| HVAC_electricity_demand_rate | 2581.3137 |
| air_humidity | 36.33672 |
| air_temperature | 23.249437 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 58.0 |
| direct_solar_radiation | 0.0 |
| hour | 9.0 |
| htg_setpoint | 19.810966 |
| month | 12.0 |
| outdoor_humidity | 92.0 |
| outdoor_temperature | 3.048194 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2323182.2 |
| wind_direction | 10.0 |
| wind_speed | 2.6 |
--------------------------------------------------
-------------------------------------------------*********************************************************----| 95%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.99401706 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.033654 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.38832912 |
| air_humidity | -0.3290308 |
| air_temperature | 0.31191263 |
| clg_setpoint | -1.1677593 |
| co2_emission | 0.0 |
| day_of_month | -0.2897836 |
| diffuse_solar_radiation | 0.23073418 |
| direct_solar_radiation | 1.6708397 |
| hour | -0.2161049 |
| htg_setpoint | 0.6055949 |
| month | 1.6637329 |
| outdoor_humidity | -0.7579075 |
| outdoor_temperature | -1.0225751 |
| people_occupant | 1.6934996 |
| total_electricity_HVAC | -0.40756947 |
| wind_direction | 0.84092736 |
| wind_speed | 0.12986414 |
| observation/ | |
| HVAC_electricity_demand_rate | 1116.7217 |
| air_humidity | 33.27025 |
| air_temperature | 23.248583 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 97.5 |
| direct_solar_radiation | 571.5 |
| hour | 10.0 |
| htg_setpoint | 20.184475 |
| month | 12.0 |
| outdoor_humidity | 53.0 |
| outdoor_temperature | 2.8475425 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1005049.44 |
| wind_direction | 270.0 |
| wind_speed | 5.2 |
-------------------------------------------------
-------------------------------------------------*********************************************************----| 95%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.69691217 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 21.545132 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6299325 |
| air_humidity | -1.1198107 |
| air_temperature | -1.1321696 |
| clg_setpoint | 0.20655099 |
| co2_emission | 0.0 |
| day_of_month | -0.17597917 |
| diffuse_solar_radiation | 0.36767805 |
| direct_solar_radiation | 1.929049 |
| hour | -0.07164663 |
| htg_setpoint | -0.70064527 |
| month | 1.6591625 |
| outdoor_humidity | -1.3369441 |
| outdoor_temperature | -0.7146995 |
| people_occupant | -0.68942654 |
| total_electricity_HVAC | -0.63659096 |
| wind_direction | 0.9351003 |
| wind_speed | 1.6311167 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 23.058527 |
| air_temperature | 21.005344 |
| clg_setpoint | 26.776966 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 111.0 |
| direct_solar_radiation | 636.0 |
| hour | 11.0 |
| htg_setpoint | 14.831214 |
| month | 12.0 |
| outdoor_humidity | 41.0 |
| outdoor_temperature | 5.834301 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 280.0 |
| wind_speed | 8.8 |
-------------------------------------------------
--------------------------------------------------********************************************************----| 95%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6197229 |
| air_humidity | -1.8931895 |
| air_temperature | -0.86754113 |
| clg_setpoint | -0.74324733 |
| co2_emission | 0.0 |
| day_of_month | -0.062193297 |
| diffuse_solar_radiation | -0.13598177 |
| direct_solar_radiation | 2.590441 |
| hour | 0.0728116 |
| htg_setpoint | -0.026216844 |
| month | 1.6546297 |
| outdoor_humidity | -1.0922797 |
| outdoor_temperature | -0.8599378 |
| people_occupant | -0.6886843 |
| total_electricity_HVAC | -0.6301855 |
| wind_direction | 0.45716974 |
| wind_speed | 0.96184 |
| observation/ | |
| HVAC_electricity_demand_rate | 131.03038 |
| air_humidity | 13.016544 |
| air_temperature | 21.413631 |
| clg_setpoint | 24.337923 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 61.0 |
| direct_solar_radiation | 801.5 |
| hour | 12.0 |
| htg_setpoint | 17.595795 |
| month | 12.0 |
| outdoor_humidity | 46.0 |
| outdoor_temperature | 4.3973436 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 104729.39 |
| wind_direction | 230.0 |
| wind_speed | 7.2 |
--------------------------------------------------
-------------------------------------------------*********************************************************----| 95%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.44396397 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.127703 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.55443186 |
| air_humidity | -1.2257856 |
| air_temperature | 0.31805897 |
| clg_setpoint | -1.1665844 |
| co2_emission | 0.0 |
| day_of_month | 0.051583547 |
| diffuse_solar_radiation | 0.22296621 |
| direct_solar_radiation | 1.2312382 |
| hour | 0.21726954 |
| htg_setpoint | 0.6099817 |
| month | 1.6501338 |
| outdoor_humidity | -1.4787048 |
| outdoor_temperature | -0.2864473 |
| people_occupant | 1.2190175 |
| total_electricity_HVAC | -0.53900844 |
| wind_direction | 0.45673105 |
| wind_speed | 0.12739564 |
| observation/ | |
| HVAC_electricity_demand_rate | 409.57513 |
| air_humidity | 21.592049 |
| air_temperature | 23.253756 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 96.5 |
| direct_solar_radiation | 462.0 |
| hour | 13.0 |
| htg_setpoint | 20.203728 |
| month | 12.0 |
| outdoor_humidity | 38.0 |
| outdoor_temperature | 9.974754 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 474141.3 |
| wind_direction | 230.0 |
| wind_speed | 5.2 |
-------------------------------------------------
-------------------------------------------------**********************************************************---| 96%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.62491024 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 21.140121 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5385605 |
| air_humidity | -1.3525164 |
| air_temperature | 0.31559634 |
| clg_setpoint | -1.1653335 |
| co2_emission | 0.0 |
| day_of_month | 0.1653516 |
| diffuse_solar_radiation | -0.34167123 |
| direct_solar_radiation | 1.6299717 |
| hour | 0.36172622 |
| htg_setpoint | -1.0321556 |
| month | 1.6456743 |
| outdoor_humidity | -1.7191492 |
| outdoor_temperature | -0.23557979 |
| people_occupant | 1.6950628 |
| total_electricity_HVAC | -0.54996514 |
| wind_direction | 1.409132 |
| wind_speed | 0.33705422 |
| observation/ | |
| HVAC_electricity_demand_rate | 477.02808 |
| air_humidity | 19.935978 |
| air_temperature | 23.249317 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 40.5 |
| direct_solar_radiation | 562.0 |
| hour | 14.0 |
| htg_setpoint | 13.472226 |
| month | 12.0 |
| outdoor_humidity | 33.0 |
| outdoor_temperature | 10.460403 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 429325.25 |
| wind_direction | 330.0 |
| wind_speed | 5.7 |
-------------------------------------------------
-------------------------------------------------**********************************************************---| 96%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.21076715 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.810566 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5552167 |
| air_humidity | -0.88638467 |
| air_temperature | 0.31602636 |
| clg_setpoint | -1.1643375 |
| co2_emission | 0.0 |
| day_of_month | 0.27910185 |
| diffuse_solar_radiation | -0.5684539 |
| direct_solar_radiation | 0.4417403 |
| hour | 0.50618 |
| htg_setpoint | -0.40864804 |
| month | 1.6412508 |
| outdoor_humidity | -0.5105595 |
| outdoor_temperature | -0.6242527 |
| people_occupant | 1.6942413 |
| total_electricity_HVAC | -0.56573695 |
| wind_direction | 0.45418143 |
| wind_speed | -0.33050615 |
| observation/ | |
| HVAC_electricity_demand_rate | 405.14236 |
| air_humidity | 25.946857 |
| air_temperature | 23.249414 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 18.0 |
| direct_solar_radiation | 265.0 |
| hour | 15.0 |
| htg_setpoint | 16.028358 |
| month | 12.0 |
| outdoor_humidity | 58.0 |
| outdoor_temperature | 6.6637125 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 364655.16 |
| wind_direction | 230.0 |
| wind_speed | 4.1 |
-------------------------------------------------
-------------------------------------------------**********************************************************---| 96%
| action_network/ | |
| Cooling_Setpoint_RL | -0.92416716 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.505936 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5532218 |
| air_humidity | -0.7923903 |
| air_temperature | 0.31645298 |
| clg_setpoint | -1.1633326 |
| co2_emission | 0.0 |
| day_of_month | 0.3928161 |
| diffuse_solar_radiation | -0.75005484 |
| direct_solar_radiation | -0.61784214 |
| hour | 0.65062845 |
| htg_setpoint | 0.08214141 |
| month | 1.6368629 |
| outdoor_humidity | -0.9455734 |
| outdoor_temperature | -0.28911877 |
| people_occupant | 1.6934229 |
| total_electricity_HVAC | -0.56383777 |
| wind_direction | 0.8348087 |
| wind_speed | 0.9644882 |
| observation/ | |
| HVAC_electricity_demand_rate | 413.3692 |
| air_humidity | 27.154667 |
| air_temperature | 23.249508 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 16.0 |
| htg_setpoint | 18.041397 |
| month | 12.0 |
| outdoor_humidity | 49.0 |
| outdoor_temperature | 9.918546 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 372032.28 |
| wind_direction | 270.0 |
| wind_speed | 7.2 |
-------------------------------------------------
-------------------------------------------------**********************************************************---| 96%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.49081653 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 20.385843 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5862234 |
| air_humidity | -0.40888327 |
| air_temperature | 0.31659818 |
| clg_setpoint | -1.1621674 |
| co2_emission | 0.0 |
| day_of_month | 0.506467 |
| diffuse_solar_radiation | -0.7497171 |
| direct_solar_radiation | -0.61765486 |
| hour | 0.7950686 |
| htg_setpoint | -1.3914855 |
| month | 1.6325098 |
| outdoor_humidity | -0.46205145 |
| outdoor_temperature | -0.55348635 |
| people_occupant | 1.6926078 |
| total_electricity_HVAC | -0.59511405 |
| wind_direction | 1.2149048 |
| wind_speed | 0.5470867 |
| observation/ | |
| HVAC_electricity_demand_rate | 271.73468 |
| air_humidity | 32.104042 |
| air_temperature | 23.249447 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 12.0 |
| month | 12.0 |
| outdoor_humidity | 59.0 |
| outdoor_temperature | 7.3395295 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 244561.2 |
| wind_direction | 310.0 |
| wind_speed | 6.2 |
-------------------------------------------------
-------------------------------------------------***********************************************************--| 97%
| action_network/ | |
| Cooling_Setpoint_RL | -0.26019466 |
| Heating_Setpoint_RL | 0.6522179 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.746843 |
| Heating_Setpoint_RL | 21.293726 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.57200515 |
| air_humidity | -1.4890168 |
| air_temperature | -0.6227856 |
| clg_setpoint | -0.58911526 |
| co2_emission | 0.0 |
| day_of_month | 0.62001806 |
| diffuse_solar_radiation | -0.7493251 |
| direct_solar_radiation | -0.61774534 |
| hour | 0.93949676 |
| htg_setpoint | -1.3918738 |
| month | 1.6281914 |
| outdoor_humidity | -1.1373732 |
| outdoor_temperature | -1.1569016 |
| people_occupant | -0.6892102 |
| total_electricity_HVAC | -0.5804142 |
| wind_direction | -1.3569095 |
| wind_speed | -1.4182057 |
| observation/ | |
| HVAC_electricity_demand_rate | 333.33734 |
| air_humidity | 18.142574 |
| air_temperature | 21.792526 |
| clg_setpoint | 24.719791 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 12.0 |
| month | 12.0 |
| outdoor_humidity | 45.0 |
| outdoor_temperature | 1.4526452 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 304931.88 |
| wind_direction | 40.0 |
| wind_speed | 1.5 |
-------------------------------------------------
--------------------------------------------------**********************************************************--| 97%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.51341474 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 14.737042 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.61677295 |
| air_humidity | -1.7593929 |
| air_temperature | -1.1671016 |
| clg_setpoint | -1.161115 |
| co2_emission | 0.0 |
| day_of_month | 0.7334242 |
| diffuse_solar_radiation | -0.74906987 |
| direct_solar_radiation | -0.61754775 |
| hour | 1.0839084 |
| htg_setpoint | -0.040096294 |
| month | 1.623907 |
| outdoor_humidity | 0.21810846 |
| outdoor_temperature | -1.0040443 |
| people_occupant | -0.6884758 |
| total_electricity_HVAC | -0.62310076 |
| wind_direction | -1.2588212 |
| wind_speed | -0.53905785 |
| observation/ | |
| HVAC_electricity_demand_rate | 143.42644 |
| air_humidity | 14.586447 |
| air_temperature | 20.948849 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 17.545778 |
| month | 12.0 |
| outdoor_humidity | 73.0 |
| outdoor_temperature | 2.915075 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 133093.88 |
| wind_direction | 50.0 |
| wind_speed | 3.6 |
--------------------------------------------------
-------------------------------------------------***********************************************************--| 97%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.7760265 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.259851 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.57366884 |
| air_humidity | 0.3430731 |
| air_temperature | -0.3758326 |
| clg_setpoint | -1.1604716 |
| co2_emission | 0.0 |
| day_of_month | 0.84663135 |
| diffuse_solar_radiation | -0.74872726 |
| direct_solar_radiation | -0.6169846 |
| hour | 1.2282987 |
| htg_setpoint | -0.64912933 |
| month | 1.6196563 |
| outdoor_humidity | 0.65205854 |
| outdoor_temperature | -0.931699 |
| people_occupant | -0.45032787 |
| total_electricity_HVAC | -0.58256054 |
| wind_direction | 1.4988934 |
| wind_speed | -0.3309404 |
| observation/ | |
| HVAC_electricity_demand_rate | 328.23175 |
| air_humidity | 41.760155 |
| air_temperature | 22.173769 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 15.050076 |
| month | 12.0 |
| outdoor_humidity | 82.0 |
| outdoor_temperature | 3.6078997 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 298029.47 |
| wind_direction | 340.0 |
| wind_speed | 4.1 |
-------------------------------------------------
-------------------------------------------------************************************************************-| 98%
| action_network/ | |
| Cooling_Setpoint_RL | 0.58235884 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.590462 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.21931599 |
| air_humidity | -0.01644711 |
| air_temperature | -1.4190811 |
| clg_setpoint | -0.5903012 |
| co2_emission | 0.0 |
| day_of_month | 0.95957696 |
| diffuse_solar_radiation | -0.74847084 |
| direct_solar_radiation | -0.61661327 |
| hour | 1.3726617 |
| htg_setpoint | 0.52778935 |
| month | 1.6154387 |
| outdoor_humidity | 0.023378279 |
| outdoor_temperature | -0.85547686 |
| people_occupant | -0.68897843 |
| total_electricity_HVAC | 0.18740903 |
| wind_direction | -0.49710682 |
| wind_speed | -0.7482491 |
| observation/ | |
| HVAC_electricity_demand_rate | 3730.517 |
| air_humidity | 37.107494 |
| air_temperature | 20.55795 |
| clg_setpoint | 24.711594 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 19.877993 |
| month | 12.0 |
| outdoor_humidity | 69.0 |
| outdoor_temperature | 4.337877 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3433180.8 |
| wind_direction | 130.0 |
| wind_speed | 3.1 |
-------------------------------------------------
-------------------------------------------------************************************************************-| 98%
| action_network/ | |
| Cooling_Setpoint_RL | -0.0910126 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.317833 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.98550427 |
| air_humidity | 0.45146435 |
| air_temperature | -0.9676437 |
| clg_setpoint | -0.9789121 |
| co2_emission | 0.0 |
| day_of_month | 1.0721903 |
| diffuse_solar_radiation | -0.7480628 |
| direct_solar_radiation | -0.6162488 |
| hour | 1.5169911 |
| htg_setpoint | 0.8639882 |
| month | 1.611254 |
| outdoor_humidity | 0.6509956 |
| outdoor_temperature | -0.3975455 |
| people_occupant | -0.68922865 |
| total_electricity_HVAC | 1.1983386 |
| wind_direction | 0.6432179 |
| wind_speed | 0.12984215 |
| observation/ | |
| HVAC_electricity_demand_rate | 7019.343 |
| air_humidity | 43.15683 |
| air_temperature | 21.257248 |
| clg_setpoint | 23.712805 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 21.257233 |
| month | 12.0 |
| outdoor_humidity | 82.0 |
| outdoor_temperature | 8.794197 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 7551116.5 |
| wind_direction | 250.0 |
| wind_speed | 5.2 |
-------------------------------------------------
--------------------------------------------------***********************************************************-| 98%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6298605 |
| air_humidity | -0.3859261 |
| air_temperature | -0.85917085 |
| clg_setpoint | -1.1586858 |
| co2_emission | 0.0 |
| day_of_month | 1.1843929 |
| diffuse_solar_radiation | -0.7477888 |
| direct_solar_radiation | -0.6160993 |
| hour | 1.6612799 |
| htg_setpoint | -0.12674935 |
| month | 1.6071016 |
| outdoor_humidity | -0.2682282 |
| outdoor_temperature | -0.80120283 |
| people_occupant | -0.6894783 |
| total_electricity_HVAC | -0.6364344 |
| wind_direction | 0.6424593 |
| wind_speed | -0.121891245 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 32.335987 |
| air_temperature | 21.42584 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 17.195751 |
| month | 12.0 |
| outdoor_humidity | 63.0 |
| outdoor_temperature | 4.8629 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 250.0 |
| wind_speed | 4.6 |
--------------------------------------------------
--------------------------------------------------************************************************************| 99%
| action_network/ | |
| Cooling_Setpoint_RL | 0.5397962 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.446812 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.7370858 |
| air_humidity | 0.16721968 |
| air_temperature | -0.3008762 |
| clg_setpoint | -0.026736729 |
| co2_emission | 0.0 |
| day_of_month | 1.4102279 |
| diffuse_solar_radiation | -0.74734396 |
| direct_solar_radiation | -0.6154896 |
| hour | -1.6611484 |
| htg_setpoint | 1.3489283 |
| month | 1.6029812 |
| outdoor_humidity | 0.74714774 |
| outdoor_temperature | -1.225578 |
| people_occupant | -0.6897271 |
| total_electricity_HVAC | 2.7205768 |
| wind_direction | 1.4974703 |
| wind_speed | 0.5481821 |
| observation/ | |
| HVAC_electricity_demand_rate | 14545.716 |
| air_humidity | 39.47397 |
| air_temperature | 22.289703 |
| clg_setpoint | 26.153131 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 84.0 |
| outdoor_temperature | 0.7192401 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 13761072.0 |
| wind_direction | 340.0 |
| wind_speed | 6.2 |
| train/ | |
| approx_kl | 0.008829223 |
| clip_fraction | 0.0765 |
| clip_range | 0.2 |
| entropy_loss | -2.66 |
| explained_variance | 0.792 |
| learning_rate | 0.0003 |
| loss | 0.2 |
| n_updates | 340 |
| policy_gradient_loss | -0.0127 |
| std | 0.918 |
| value_loss | 0.514 |
--------------------------------------------------
-------------------------------------------------*************************************************************| 99%
| action_network/ | |
| Cooling_Setpoint_RL | -0.9768578 |
| Heating_Setpoint_RL | -0.13161129 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.328106 |
| Heating_Setpoint_RL | 16.884686 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5072926 |
| air_humidity | -0.9791696 |
| air_temperature | -0.8758103 |
| clg_setpoint | 1.4726462 |
| co2_emission | 0.0 |
| day_of_month | 1.5212388 |
| diffuse_solar_radiation | -0.74698126 |
| direct_solar_radiation | -0.6156123 |
| hour | -1.5165514 |
| htg_setpoint | 0.16503851 |
| month | 1.5988922 |
| outdoor_humidity | -0.26838636 |
| outdoor_temperature | -1.3598924 |
| people_occupant | -0.68899816 |
| total_electricity_HVAC | -0.51982665 |
| wind_direction | -1.1629055 |
| wind_speed | -0.9589097 |
| observation/ | |
| HVAC_electricity_demand_rate | 615.3815 |
| air_humidity | 24.676304 |
| air_temperature | 21.398819 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 18.39621 |
| month | 12.0 |
| outdoor_humidity | 63.0 |
| outdoor_temperature | -0.60889876 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 555327.7 |
| wind_direction | 60.0 |
| wind_speed | 2.6 |
-------------------------------------------------
-------------------------------------------------*************************************************************| 99%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.014311 |
| air_humidity | -0.8279209 |
| air_temperature | -0.9924741 |
| clg_setpoint | -1.157656 |
| co2_emission | 0.0 |
| day_of_month | 1.6315283 |
| diffuse_solar_radiation | -0.7466738 |
| direct_solar_radiation | -0.61501837 |
| hour | -1.3719901 |
| htg_setpoint | 1.2124463 |
| month | 1.5948344 |
| outdoor_humidity | 1.1345714 |
| outdoor_temperature | -0.93593967 |
| people_occupant | -0.68827146 |
| total_electricity_HVAC | 2.9993355 |
| wind_direction | 0.35718334 |
| wind_speed | 0.9647719 |
| observation/ | |
| HVAC_electricity_demand_rate | 15773.522 |
| air_humidity | 26.60974 |
| air_temperature | 21.21594 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 22.693035 |
| month | 12.0 |
| outdoor_humidity | 92.0 |
| outdoor_temperature | 3.5018876 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 14930385.0 |
| wind_direction | 220.0 |
| wind_speed | 7.2 |
-------------------------------------------------
-------------------------------------------------*************************************************************| 99%
| action_network/ | |
| Cooling_Setpoint_RL | 0.840973 |
| Heating_Setpoint_RL | 0.03570736 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.463284 |
| Heating_Setpoint_RL | 17.825853 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.4278898 |
| air_humidity | -0.2680306 |
| air_temperature | -0.18584055 |
| clg_setpoint | 0.4112012 |
| co2_emission | 0.0 |
| day_of_month | 1.7409889 |
| diffuse_solar_radiation | -0.74627393 |
| direct_solar_radiation | -0.6144277 |
| hour | -1.2274578 |
| htg_setpoint | 1.3479303 |
| month | 1.5908074 |
| outdoor_humidity | -0.8509556 |
| outdoor_temperature | -1.4111849 |
| people_occupant | -0.6885209 |
| total_electricity_HVAC | 2.4599166 |
| wind_direction | 0.7363761 |
| wind_speed | 1.6209137 |
| observation/ | |
| HVAC_electricity_demand_rate | 13260.218 |
| air_humidity | 33.832603 |
| air_temperature | 22.462917 |
| clg_setpoint | 27.276283 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 51.0 |
| outdoor_temperature | -1.1399755 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 12736616.0 |
| wind_direction | 260.0 |
| wind_speed | 8.8 |
-------------------------------------------------
[WRAPPER LoggerWrapper] (INFO) : End of episode, recording summary (progress.csv) if logger is active
[ENVIRONMENT] (INFO) : Environment closed. [SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05]
[WRAPPER NormalizeObservation] (INFO) : Saving normalization calibration data... [SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05]
#----------------------------------------------------------------------------------------------#
[ENVIRONMENT] (INFO) : Starting a new episode... [SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05_EVALUATION] [Episode 1]
#----------------------------------------------------------------------------------------------#
[MODELING] (INFO) : Episode directory created [/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05_EVALUATION-res35041/Eplus-env-sub_run1]
[MODELING] (INFO) : Weather file USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3.epw used.
[MODELING] (INFO) : Adapting weather to building model. [USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3.epw]
[ENVIRONMENT] (INFO) : Saving episode output path... [/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05_EVALUATION-res35041/Eplus-env-sub_run1/output]
[SIMULATOR] (INFO) : Running EnergyPlus with args: ['-w', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05_EVALUATION-res35041/Eplus-env-sub_run1/USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3_Random_1.0_0.0_0.001.epw', '-d', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05_EVALUATION-res35041/Eplus-env-sub_run1/output', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05_EVALUATION-res35041/Eplus-env-sub_run1/5ZoneAutoDXVAV.epJSON']
[ENVIRONMENT] (INFO) : Episode 1 started.
/usr/local/lib/python3.10/dist-packages/opyplus/weather_data/weather_data.py:493: FutureWarning: the 'line_terminator'' keyword is deprecated, use 'lineterminator' instead.
epw_content = self._headers_to_epw(use_datetimes=use_datetimes) + df.to_csv(
[SIMULATOR] (INFO) : handlers initialized.
[SIMULATOR] (INFO) : handlers are ready.
[SIMULATOR] (INFO) : System is ready.
[WRAPPER NormalizeObservation] (INFO) : Saving normalization calibration data... [SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05_EVALUATION]
[WRAPPER LoggerWrapper] (INFO) : Creating monitor.csv for current episode (episode 1) if logger is active
Progress: |*--------------------------------------------------------------------------------------------------| 1%
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.name to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.name` for environment variables or `env.get_wrapper_attr('name')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/spaces/box.py:240: UserWarning: WARN: Casting input x to numpy array.
gym.logger.warn("Casting input x to numpy array.")
Progress: |***************************************************************************************************| 99%
[WRAPPER LoggerWrapper] (INFO) : End of episode, recording summary (progress.csv) if logger is active
[ENVIRONMENT] (INFO) : Environment closed. [SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05_EVALUATION]
[WRAPPER NormalizeObservation] (INFO) : Saving normalization calibration data... [SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05_EVALUATION]
#----------------------------------------------------------------------------------------------#
[ENVIRONMENT] (INFO) : Starting a new episode... [SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05] [Episode 3]
#----------------------------------------------------------------------------------------------#
[MODELING] (INFO) : Episode directory created [/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05-res35041/Eplus-env-sub_run3]
[MODELING] (INFO) : Weather file USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3.epw used.
[MODELING] (INFO) : Adapting weather to building model. [USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3.epw]
[ENVIRONMENT] (INFO) : Saving episode output path... [/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05-res35041/Eplus-env-sub_run3/output]
[SIMULATOR] (INFO) : Running EnergyPlus with args: ['-w', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05-res35041/Eplus-env-sub_run3/USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3_Random_1.0_0.0_0.001.epw', '-d', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05-res35041/Eplus-env-sub_run3/output', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05-res35041/Eplus-env-sub_run3/5ZoneAutoDXVAV.epJSON']
[ENVIRONMENT] (INFO) : Episode 3 started.
/usr/local/lib/python3.10/dist-packages/opyplus/weather_data/weather_data.py:493: FutureWarning: the 'line_terminator'' keyword is deprecated, use 'lineterminator' instead.
epw_content = self._headers_to_epw(use_datetimes=use_datetimes) + df.to_csv(
[WRAPPER NormalizeObservation] (INFO) : Saving normalization calibration data... [SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05]
[WRAPPER LoggerWrapper] (INFO) : Creating monitor.csv for current episode (episode 3) if logger is active
Eval num_timesteps=70077, episode_reward=-7873.80 +/- 0.00
Episode length: 35040.00 +/- 0.00
--------------------------------------------------------
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.3610608 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.594033 |
| eval/ | |
| comfort_violation(%) | 21.4 |
| cumulative_absolute_comfort_penalty | -5.82e+03 |
| cumulative_absolute_energy_penalty | -9.93e+07 |
| cumulative_power_demand | 9.93e+07 |
| cumulative_reward | -7.87e+03 |
| cumulative_reward_comfort_term | -2.91e+03 |
| cumulative_reward_energy_term | -4.97e+03 |
| cumulative_temperature_violation | 5.82e+03 |
| episode_length | 3.5e+04 |
| mean_absolute_comfort_penalty | -0.166 |
| mean_absolute_energy_penalty | -2.83e+03 |
| mean_power_demand | 2.83e+03 |
| mean_reward | -0.225 |
| mean_reward_comfort_term | -0.083 |
| mean_reward_energy_term | -0.142 |
| mean_temperature_violation | 0.166 |
| std_cumulative_reward | 0 |
| std_mean_reward | 0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.516435 |
| air_humidity | -0.8121033 |
| air_temperature | -2.31427 |
| clg_setpoint | -0.4758677 |
| co2_emission | 0.0 |
| day_of_month | 1.7371417 |
| diffuse_solar_radiation | -0.7461521 |
| direct_solar_radiation | -0.614589 |
| hour | 1.6614139 |
| htg_setpoint | 0.081643425 |
| month | 1.5877273 |
| outdoor_humidity | -1.4781436 |
| outdoor_temperature | -2.4108746 |
| people_occupant | -0.6889363 |
| total_electricity_HVAC | 0.4141815 |
| wind_direction | 1.2337297 |
| wind_speed | 1.6676898 |
| observation/ | |
| HVAC_electricity_demand_rate | 5030.4404 |
| air_humidity | 26.80791 |
| air_temperature | 19.169926 |
| clg_setpoint | 24.997885 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 18.05611 |
| month | 12.0 |
| outdoor_humidity | 38.0 |
| outdoor_temperature | -10.918856 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4377630.0 |
| wind_direction | 312.5 |
| wind_speed | 8.925 |
| time/ | |
| total_timesteps | 70077 |
--------------------------------------------------------
New best mean reward!
[SIMULATOR] (INFO) : handlers are ready.
[SIMULATOR] (INFO) : System is ready.
-------------------------------------------------
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.029527038 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 17.79109 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.7957702 |
| air_humidity | -1.3006366 |
| air_temperature | -1.324972 |
| clg_setpoint | 1.4723815 |
| co2_emission | 0.0 |
| day_of_month | -1.6725059 |
| diffuse_solar_radiation | -0.74595326 |
| direct_solar_radiation | -0.614444 |
| hour | -0.9384691 |
| htg_setpoint | 1.3479906 |
| month | -1.6018482 |
| outdoor_humidity | -0.38916665 |
| outdoor_temperature | -1.8244116 |
| people_occupant | -0.68876237 |
| total_electricity_HVAC | 3.565423 |
| wind_direction | 0.7824868 |
| wind_speed | 1.2834154 |
| observation/ | |
| HVAC_electricity_demand_rate | 19184.46 |
| air_humidity | 20.505953 |
| air_temperature | 20.696957 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 23.25 |
| month | 1.0 |
| outdoor_humidity | 60.5 |
| outdoor_temperature | -5.2170973 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 17281354.0 |
| wind_direction | 265.0 |
| wind_speed | 8.0 |
-------------------------------------------------
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.name to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.name` for environment variables or `env.get_wrapper_attr('name')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.observation_variables to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.observation_variables` for environment variables or `env.get_wrapper_attr('observation_variables')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.unwrapped_observation to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.unwrapped_observation` for environment variables or `env.get_wrapper_attr('unwrapped_observation')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.action_variables to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.action_variables` for environment variables or `env.get_wrapper_attr('action_variables')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.is_discrete to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.is_discrete` for environment variables or `env.get_wrapper_attr('is_discrete')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/spaces/box.py:240: UserWarning: WARN: Casting input x to numpy array.
gym.logger.warn("Casting input x to numpy array.")
--------------------------------------------------------------------------------------------------------------| 1%
| action_network/ | |
| Cooling_Setpoint_RL | 0.0042271614 |
| Heating_Setpoint_RL | 0.61073136 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.639267 |
| Heating_Setpoint_RL | 21.060364 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.43898392 |
| air_humidity | -1.1601273 |
| air_temperature | -1.5489684 |
| clg_setpoint | -0.9137452 |
| co2_emission | 0.0 |
| day_of_month | -1.5546337 |
| diffuse_solar_radiation | -0.74571544 |
| direct_solar_radiation | -0.6143348 |
| hour | -0.7939818 |
| htg_setpoint | -0.2531272 |
| month | -1.5977895 |
| outdoor_humidity | -0.942914 |
| outdoor_temperature | -2.452756 |
| people_occupant | -0.68901044 |
| total_electricity_HVAC | 0.37665182 |
| wind_direction | 1.1128328 |
| wind_speed | -0.8544395 |
| observation/ | |
| HVAC_electricity_demand_rate | 4714.1123 |
| air_humidity | 22.29412 |
| air_temperature | 20.348654 |
| clg_setpoint | 23.874195 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 16.683294 |
| month | 1.0 |
| outdoor_humidity | 49.0 |
| outdoor_temperature | -11.425603 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4238236.5 |
| wind_direction | 300.0 |
| wind_speed | 2.85 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 1%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.34734187 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 15.671202 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.46940774 |
| air_humidity | -0.58056617 |
| air_temperature | -1.8585443 |
| clg_setpoint | 1.4724014 |
| co2_emission | 0.0 |
| day_of_month | -1.4376149 |
| diffuse_solar_radiation | -0.7353606 |
| direct_solar_radiation | -0.61416435 |
| hour | -0.64950496 |
| htg_setpoint | -0.3691208 |
| month | -1.5937617 |
| outdoor_humidity | 1.1611087 |
| outdoor_temperature | -0.63077575 |
| people_occupant | -0.6892578 |
| total_electricity_HVAC | -0.48565507 |
| wind_direction | -0.8324634 |
| wind_speed | 3.3090925 |
| observation/ | |
| HVAC_electricity_demand_rate | 788.7207 |
| air_humidity | 29.747475 |
| air_temperature | 19.86846 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 1.0 |
| direct_solar_radiation | 0.0 |
| hour | 7.0 |
| htg_setpoint | 16.208447 |
| month | 1.0 |
| outdoor_humidity | 92.5 |
| outdoor_temperature | 6.3458757 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 704060.4 |
| wind_direction | 95.0 |
| wind_speed | 12.9 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 1%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.3224727 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.43891 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.96038383 |
| air_humidity | -0.34966007 |
| air_temperature | -0.45973614 |
| clg_setpoint | 1.4715667 |
| co2_emission | 0.0 |
| day_of_month | -1.3213197 |
| diffuse_solar_radiation | 0.057988115 |
| direct_solar_radiation | -0.030587958 |
| hour | -0.5050352 |
| htg_setpoint | 0.8959465 |
| month | -1.589764 |
| outdoor_humidity | -1.1829711 |
| outdoor_temperature | -1.7048984 |
| people_occupant | 1.6934088 |
| total_electricity_HVAC | 1.1690799 |
| wind_direction | 0.87569654 |
| wind_speed | 1.7097446 |
| observation/ | |
| HVAC_electricity_demand_rate | 6986.9272 |
| air_humidity | 32.735214 |
| air_temperature | 22.034393 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 79.0 |
| direct_solar_radiation | 145.0 |
| hour | 8.0 |
| htg_setpoint | 21.398914 |
| month | 1.0 |
| outdoor_humidity | 44.0 |
| outdoor_temperature | -4.1813397 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 7506092.5 |
| wind_direction | 275.0 |
| wind_speed | 9.05 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 1%
| action_network/ | |
| Cooling_Setpoint_RL | 0.77159005 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.229116 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.2535133 |
| air_humidity | -1.1493542 |
| air_temperature | -1.7632483 |
| clg_setpoint | 1.3084773 |
| co2_emission | 0.0 |
| day_of_month | -1.2056313 |
| diffuse_solar_radiation | 0.2517024 |
| direct_solar_radiation | 1.6540178 |
| hour | -0.36056975 |
| htg_setpoint | -0.45979375 |
| month | -1.5857964 |
| outdoor_humidity | -0.9152993 |
| outdoor_temperature | -1.7622277 |
| people_occupant | -0.68975055 |
| total_electricity_HVAC | -0.2819197 |
| wind_direction | 1.0169665 |
| wind_speed | 0.11574089 |
| observation/ | |
| HVAC_electricity_demand_rate | 1728.2344 |
| air_humidity | 22.412066 |
| air_temperature | 20.01341 |
| clg_setpoint | 29.581085 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 98.0 |
| direct_solar_radiation | 564.0 |
| hour | 9.0 |
| htg_setpoint | 15.837268 |
| month | 1.0 |
| outdoor_humidity | 49.5 |
| outdoor_temperature | -4.793228 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1544686.5 |
| wind_direction | 290.0 |
| wind_speed | 5.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 2%
| action_network/ | |
| Cooling_Setpoint_RL | 0.33926606 |
| Heating_Setpoint_RL | 0.8732387 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.770023 |
| Heating_Setpoint_RL | 22.536968 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.22493757 |
| air_humidity | -1.6729805 |
| air_temperature | -2.0531704 |
| clg_setpoint | -0.2711851 |
| co2_emission | 0.0 |
| day_of_month | -1.0904449 |
| diffuse_solar_radiation | 0.82209915 |
| direct_solar_radiation | 1.3277113 |
| hour | -0.2161065 |
| htg_setpoint | -1.3953911 |
| month | -1.5818582 |
| outdoor_humidity | -1.0343964 |
| outdoor_temperature | -1.7766159 |
| people_occupant | -0.6890298 |
| total_electricity_HVAC | -0.25607458 |
| wind_direction | 0.39860588 |
| wind_speed | 0.52987033 |
| observation/ | |
| HVAC_electricity_demand_rate | 1856.136 |
| air_humidity | 15.612307 |
| air_temperature | 19.559576 |
| clg_setpoint | 25.524748 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 154.0 |
| direct_solar_radiation | 483.0 |
| hour | 10.0 |
| htg_setpoint | 12.0 |
| month | 1.0 |
| outdoor_humidity | 47.0 |
| outdoor_temperature | -4.984872 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1654345.8 |
| wind_direction | 225.0 |
| wind_speed | 6.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 2%
| action_network/ | |
| Cooling_Setpoint_RL | -0.9889197 |
| Heating_Setpoint_RL | -0.7619318 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.287395 |
| Heating_Setpoint_RL | 13.339134 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.37636217 |
| air_humidity | -1.0819523 |
| air_temperature | 0.32833993 |
| clg_setpoint | -1.157661 |
| co2_emission | 0.0 |
| day_of_month | -0.9756668 |
| diffuse_solar_radiation | 0.3140218 |
| direct_solar_radiation | 2.200836 |
| hour | -0.0716441 |
| htg_setpoint | 0.009052275 |
| month | -1.5779493 |
| outdoor_humidity | -1.8542497 |
| outdoor_temperature | -1.3131174 |
| people_occupant | 1.218572 |
| total_electricity_HVAC | -0.39740518 |
| wind_direction | 1.2051672 |
| wind_speed | 0.9423369 |
| observation/ | |
| HVAC_electricity_demand_rate | 1200.6461 |
| air_humidity | 23.183907 |
| air_temperature | 23.2492 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 104.0 |
| direct_solar_radiation | 700.0 |
| hour | 11.0 |
| htg_setpoint | 17.761286 |
| month | 1.0 |
| outdoor_humidity | 30.0 |
| outdoor_temperature | -0.45987773 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 1074366.9 |
| wind_direction | 310.0 |
| wind_speed | 7.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 2%
| action_network/ | |
| Cooling_Setpoint_RL | -0.6737926 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.35095 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.13640936 |
| air_humidity | -0.94263756 |
| air_temperature | 0.33570394 |
| clg_setpoint | -1.1571043 |
| co2_emission | 0.0 |
| day_of_month | -0.8612141 |
| diffuse_solar_radiation | 0.039829556 |
| direct_solar_radiation | -0.61348 |
| hour | 0.07281814 |
| htg_setpoint | 0.62362486 |
| month | -1.5740691 |
| outdoor_humidity | 0.97183746 |
| outdoor_temperature | -1.5394098 |
| people_occupant | 0.2645256 |
| total_electricity_HVAC | 0.17276555 |
| wind_direction | -1.2164752 |
| wind_speed | -0.21602087 |
| observation/ | |
| HVAC_electricity_demand_rate | 3437.0332 |
| air_humidity | 24.962322 |
| air_temperature | 23.25993 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 77.0 |
| direct_solar_radiation | 0.0 |
| hour | 12.0 |
| htg_setpoint | 20.283 |
| month | 1.0 |
| outdoor_humidity | 88.5 |
| outdoor_temperature | -2.7134464 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 3430838.5 |
| wind_direction | 55.0 |
| wind_speed | 4.4 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 2%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.5940294 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 20.966415 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.540374 |
| air_humidity | 0.22930594 |
| air_temperature | 0.78926754 |
| clg_setpoint | -0.88141406 |
| co2_emission | 0.0 |
| day_of_month | -0.7470139 |
| diffuse_solar_radiation | 1.0792472 |
| direct_solar_radiation | -0.35144034 |
| hour | 0.21728021 |
| htg_setpoint | 1.3460914 |
| month | -1.5702175 |
| outdoor_humidity | 0.84884185 |
| outdoor_temperature | -0.3699233 |
| people_occupant | 1.2174139 |
| total_electricity_HVAC | -0.56356525 |
| wind_direction | 0.06590901 |
| wind_speed | 2.1214225 |
| observation/ | |
| HVAC_electricity_demand_rate | 489.31467 |
| air_humidity | 40.10801 |
| air_temperature | 23.96282 |
| clg_setpoint | 23.957064 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 179.0 |
| direct_solar_radiation | 65.0 |
| hour | 13.0 |
| htg_setpoint | 23.25 |
| month | 1.0 |
| outdoor_humidity | 86.0 |
| outdoor_temperature | 8.767059 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 391062.06 |
| wind_direction | 190.0 |
| wind_speed | 10.05 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 3%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.49181917 |
| air_humidity | -1.0054477 |
| air_temperature | 1.5295467 |
| clg_setpoint | -0.14885795 |
| co2_emission | 0.0 |
| day_of_month | -0.63300335 |
| diffuse_solar_radiation | 0.0917588 |
| direct_solar_radiation | 1.7970452 |
| hour | 0.36174142 |
| htg_setpoint | -1.171427 |
| month | -1.5663941 |
| outdoor_humidity | -1.4171053 |
| outdoor_temperature | -1.3243234 |
| people_occupant | 1.6933353 |
| total_electricity_HVAC | -0.44180787 |
| wind_direction | 0.6336737 |
| wind_speed | -0.13369316 |
| observation/ | |
| HVAC_electricity_demand_rate | 701.74396 |
| air_humidity | 24.165133 |
| air_temperature | 25.109821 |
| clg_setpoint | 25.838312 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 82.0 |
| direct_solar_radiation | 599.0 |
| hour | 14.0 |
| htg_setpoint | 12.922404 |
| month | 1.0 |
| outdoor_humidity | 39.0 |
| outdoor_temperature | -0.6411759 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 895007.75 |
| wind_direction | 250.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 3%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.28736714 |
| air_humidity | -1.1230202 |
| air_temperature | 0.32961544 |
| clg_setpoint | -1.1562874 |
| co2_emission | 0.0 |
| day_of_month | -0.5191291 |
| diffuse_solar_radiation | -0.21358721 |
| direct_solar_radiation | 1.3828893 |
| hour | 0.50620043 |
| htg_setpoint | -0.70642734 |
| month | -1.5625983 |
| outdoor_humidity | -1.920878 |
| outdoor_temperature | -1.5744364 |
| people_occupant | 1.6925443 |
| total_electricity_HVAC | -0.31132984 |
| wind_direction | 0.72793317 |
| wind_speed | 1.8061577 |
| observation/ | |
| HVAC_electricity_demand_rate | 1596.239 |
| air_humidity | 22.63128 |
| air_temperature | 23.248693 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 52.0 |
| direct_solar_radiation | 496.0 |
| hour | 15.0 |
| htg_setpoint | 14.828775 |
| month | 1.0 |
| outdoor_humidity | 28.5 |
| outdoor_temperature | -3.135672 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1436615.1 |
| wind_direction | 260.0 |
| wind_speed | 9.3 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 3%
| action_network/ | |
| Cooling_Setpoint_RL | -0.23853523 |
| Heating_Setpoint_RL | 0.24291795 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.819944 |
| Heating_Setpoint_RL | 18.991413 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.74390274 |
| air_humidity | -1.1783361 |
| air_temperature | -0.20268738 |
| clg_setpoint | 0.24852273 |
| co2_emission | 0.0 |
| day_of_month | -0.4053472 |
| diffuse_solar_radiation | -0.61092883 |
| direct_solar_radiation | -0.07716829 |
| hour | 0.6506552 |
| htg_setpoint | 1.144193 |
| month | -1.5588301 |
| outdoor_humidity | -0.5941345 |
| outdoor_temperature | -0.69000715 |
| people_occupant | -0.68953735 |
| total_electricity_HVAC | 0.84211606 |
| wind_direction | 0.39530155 |
| wind_speed | -0.44520104 |
| observation/ | |
| HVAC_electricity_demand_rate | 6105.774 |
| air_humidity | 21.901543 |
| air_temperature | 22.421703 |
| clg_setpoint | 26.858307 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 13.0 |
| direct_solar_radiation | 133.0 |
| hour | 16.0 |
| htg_setpoint | 22.421656 |
| month | 1.0 |
| outdoor_humidity | 56.0 |
| outdoor_temperature | 5.553071 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 6215413.5 |
| wind_direction | 225.0 |
| wind_speed | 3.85 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 4%
| action_network/ | |
| Cooling_Setpoint_RL | 0.11149913 |
| Heating_Setpoint_RL | -0.800398 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.001308 |
| Heating_Setpoint_RL | 13.122761 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.49828017 |
| air_humidity | -1.036719 |
| air_temperature | -1.1123214 |
| clg_setpoint | 1.4703524 |
| co2_emission | 0.0 |
| day_of_month | -0.29162297 |
| diffuse_solar_radiation | -0.7432435 |
| direct_solar_radiation | -0.6120057 |
| hour | 0.7951031 |
| htg_setpoint | -0.4818668 |
| month | -1.555089 |
| outdoor_humidity | -0.45016447 |
| outdoor_temperature | -1.3103772 |
| people_occupant | -0.688824 |
| total_electricity_HVAC | -0.5114046 |
| wind_direction | -1.5999608 |
| wind_speed | 2.425478 |
| observation/ | |
| HVAC_electricity_demand_rate | 676.7243 |
| air_humidity | 23.7099 |
| air_temperature | 21.00882 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 15.752203 |
| month | 1.0 |
| outdoor_humidity | 59.0 |
| outdoor_temperature | -0.56532216 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 610065.7 |
| wind_direction | 15.0 |
| wind_speed | 10.8 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 4%
| action_network/ | |
| Cooling_Setpoint_RL | -0.22531605 |
| Heating_Setpoint_RL | 0.333987 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.86456 |
| Heating_Setpoint_RL | 19.503677 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.07984606 |
| air_humidity | -0.23776653 |
| air_temperature | 0.07136686 |
| clg_setpoint | -0.6156114 |
| co2_emission | 0.0 |
| day_of_month | -0.17793079 |
| diffuse_solar_radiation | -0.74286133 |
| direct_solar_radiation | -0.6114313 |
| hour | 0.9395406 |
| htg_setpoint | 0.7324127 |
| month | -1.5513748 |
| outdoor_humidity | 1.0925485 |
| outdoor_temperature | -1.6135963 |
| people_occupant | 0.502771 |
| total_electricity_HVAC | -0.011513565 |
| wind_direction | -1.4069104 |
| wind_speed | 1.6983851 |
| observation/ | |
| HVAC_electricity_demand_rate | 2513.048 |
| air_humidity | 34.00293 |
| air_temperature | 22.843172 |
| clg_setpoint | 24.641466 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 20.735128 |
| month | 1.0 |
| outdoor_humidity | 91.0 |
| outdoor_temperature | -3.5986404 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 2687665.5 |
| wind_direction | 35.0 |
| wind_speed | 9.05 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 4%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.93980026 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 22.911377 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.5798936 |
| air_humidity | 0.26673585 |
| air_temperature | 0.33405066 |
| clg_setpoint | 0.26444465 |
| co2_emission | 0.0 |
| day_of_month | -0.064254016 |
| diffuse_solar_radiation | -0.742556 |
| direct_solar_radiation | -0.61095 |
| hour | 1.083964 |
| htg_setpoint | 1.345118 |
| month | -1.5476869 |
| outdoor_humidity | 0.053715426 |
| outdoor_temperature | -1.1414003 |
| people_occupant | -0.4509582 |
| total_electricity_HVAC | 1.7864681 |
| wind_direction | 0.63525355 |
| wind_speed | 2.4184747 |
| observation/ | |
| HVAC_electricity_demand_rate | 9794.034 |
| air_humidity | 40.51556 |
| air_temperature | 23.25005 |
| clg_setpoint | 26.903866 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 23.25 |
| month | 1.0 |
| outdoor_humidity | 69.5 |
| outdoor_temperature | 1.0403355 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 10159074.0 |
| wind_direction | 250.0 |
| wind_speed | 10.8 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 4%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.81835115 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 13.021774 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.44480044 |
| air_humidity | 0.14618553 |
| air_temperature | -0.62334263 |
| clg_setpoint | 0.42879844 |
| co2_emission | 0.0 |
| day_of_month | 0.04941501 |
| diffuse_solar_radiation | -0.7423792 |
| direct_solar_radiation | -0.61097175 |
| hour | 1.2283683 |
| htg_setpoint | 0.5467417 |
| month | -1.5440253 |
| outdoor_humidity | 0.12627769 |
| outdoor_temperature | -0.80331266 |
| people_occupant | -0.45124727 |
| total_electricity_HVAC | -0.39361152 |
| wind_direction | 0.49238732 |
| wind_speed | -0.015655007 |
| observation/ | |
| HVAC_electricity_demand_rate | 916.3461 |
| air_humidity | 38.954685 |
| air_temperature | 21.764038 |
| clg_setpoint | 27.326544 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 19.976095 |
| month | 1.0 |
| outdoor_humidity | 71.0 |
| outdoor_temperature | 4.353447 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 1104233.0 |
| wind_direction | 235.0 |
| wind_speed | 4.9 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 5%
| action_network/ | |
| Cooling_Setpoint_RL | 0.13125631 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.06799 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.577389 |
| air_humidity | -0.52031654 |
| air_temperature | -0.9847365 |
| clg_setpoint | -1.1567934 |
| co2_emission | 0.0 |
| day_of_month | 0.16307506 |
| diffuse_solar_radiation | -0.7420891 |
| direct_solar_radiation | -0.6110931 |
| hour | 1.3727485 |
| htg_setpoint | -0.93444103 |
| month | -1.5403895 |
| outdoor_humidity | 1.0675583 |
| outdoor_temperature | -1.054059 |
| people_occupant | -0.6897953 |
| total_electricity_HVAC | -0.58499104 |
| wind_direction | -1.217755 |
| wind_speed | -1.7264123 |
| observation/ | |
| HVAC_electricity_demand_rate | 334.02032 |
| air_humidity | 30.35548 |
| air_temperature | 21.203262 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 13.900658 |
| month | 1.0 |
| outdoor_humidity | 90.5 |
| outdoor_temperature | 1.871956 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 308199.47 |
| wind_direction | 55.0 |
| wind_speed | 0.75 |
| train/ | |
| approx_kl | 0.0054285643 |
| clip_fraction | 0.0359 |
| clip_range | 0.2 |
| entropy_loss | -2.66 |
| explained_variance | 0.53 |
| learning_rate | 0.0003 |
| loss | 1.1 |
| n_updates | 350 |
| policy_gradient_loss | -0.0069 |
| std | 0.914 |
| value_loss | 4.52 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 5%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.8731321 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 22.53637 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.17096627 |
| air_humidity | 1.2259151 |
| air_temperature | -1.2553194 |
| clg_setpoint | 1.0620472 |
| co2_emission | 0.0 |
| day_of_month | 0.27671608 |
| diffuse_solar_radiation | -0.74170774 |
| direct_solar_radiation | -0.61050963 |
| hour | 1.5170984 |
| htg_setpoint | 0.49785647 |
| month | -1.5367794 |
| outdoor_humidity | 0.6795223 |
| outdoor_temperature | -0.91534203 |
| people_occupant | -0.69003654 |
| total_electricity_HVAC | -0.39641505 |
| wind_direction | 0.5878899 |
| wind_speed | 0.6217772 |
| observation/ | |
| HVAC_electricity_demand_rate | 2118.991 |
| air_humidity | 52.862644 |
| air_temperature | 20.783924 |
| clg_setpoint | 28.955355 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 19.77622 |
| month | 1.0 |
| outdoor_humidity | 82.5 |
| outdoor_temperature | 3.237785 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1092379.5 |
| wind_direction | 245.0 |
| wind_speed | 6.45 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 5%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.33474916 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.507965 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6335627 |
| air_humidity | -1.1557685 |
| air_temperature | -0.9129297 |
| clg_setpoint | 0.87082535 |
| co2_emission | 0.0 |
| day_of_month | 0.3903192 |
| diffuse_solar_radiation | -0.74145 |
| direct_solar_radiation | -0.61067265 |
| hour | 1.6614116 |
| htg_setpoint | -1.397951 |
| month | -1.5331944 |
| outdoor_humidity | -1.370388 |
| outdoor_temperature | -0.71226317 |
| people_occupant | -0.6893283 |
| total_electricity_HVAC | -0.6401432 |
| wind_direction | 0.730006 |
| wind_speed | 0.8270057 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 22.17591 |
| air_temperature | 21.31426 |
| clg_setpoint | 28.466932 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 12.0 |
| month | 1.0 |
| outdoor_humidity | 40.0 |
| outdoor_temperature | 5.232021 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 260.0 |
| wind_speed | 6.95 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 6%
| action_network/ | |
| Cooling_Setpoint_RL | -0.22037326 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.88124 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.55369776 |
| air_humidity | -1.2203056 |
| air_temperature | -1.5149598 |
| clg_setpoint | 1.4664404 |
| co2_emission | 0.0 |
| day_of_month | 0.61788493 |
| diffuse_solar_radiation | -0.7412979 |
| direct_solar_radiation | -0.6106535 |
| hour | -1.6612381 |
| htg_setpoint | -1.3979183 |
| month | -1.5296345 |
| outdoor_humidity | 1.4278508 |
| outdoor_temperature | -1.2094675 |
| people_occupant | -0.6886223 |
| total_electricity_HVAC | -0.56336856 |
| wind_direction | 0.15885355 |
| wind_speed | -1.0669262 |
| observation/ | |
| HVAC_electricity_demand_rate | 437.56177 |
| air_humidity | 21.312668 |
| air_temperature | 20.378744 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 12.0 |
| month | 1.0 |
| outdoor_humidity | 98.0 |
| outdoor_temperature | 0.31995812 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 397422.7 |
| wind_direction | 200.0 |
| wind_speed | 2.35 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 6%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.0372051 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 17.834278 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.3388472 |
| air_humidity | 0.3930505 |
| air_temperature | 0.33721417 |
| clg_setpoint | 0.5451945 |
| co2_emission | 0.0 |
| day_of_month | 0.73135984 |
| diffuse_solar_radiation | -0.7411036 |
| direct_solar_radiation | -0.6102169 |
| hour | -1.5166261 |
| htg_setpoint | 1.3441956 |
| month | -1.5260992 |
| outdoor_humidity | 1.1363844 |
| outdoor_temperature | -0.7354531 |
| people_occupant | -0.688864 |
| total_electricity_HVAC | 2.4559994 |
| wind_direction | -1.4087113 |
| wind_speed | -0.015731111 |
| observation/ | |
| HVAC_electricity_demand_rate | 13163.188 |
| air_humidity | 42.101936 |
| air_temperature | 23.2501 |
| clg_setpoint | 27.629803 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 1.0 |
| outdoor_humidity | 92.0 |
| outdoor_temperature | 4.983459 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 12978659.0 |
| wind_direction | 35.0 |
| wind_speed | 4.9 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 6%
| action_network/ | |
| Cooling_Setpoint_RL | -0.13874882 |
| Heating_Setpoint_RL | 0.27085873 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.156723 |
| Heating_Setpoint_RL | 19.14858 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.7189715 |
| air_humidity | 0.31431082 |
| air_temperature | 0.33743855 |
| clg_setpoint | 0.9528035 |
| co2_emission | 0.0 |
| day_of_month | 0.84467345 |
| diffuse_solar_radiation | -0.7407296 |
| direct_solar_radiation | -0.60964364 |
| hour | -1.3720516 |
| htg_setpoint | 1.3435254 |
| month | -1.5225884 |
| outdoor_humidity | 1.2787813 |
| outdoor_temperature | -0.6867463 |
| people_occupant | -0.68910503 |
| total_electricity_HVAC | 1.5953001 |
| wind_direction | -1.2638903 |
| wind_speed | 0.31364587 |
| observation/ | |
| HVAC_electricity_demand_rate | 10439.583 |
| air_humidity | 41.09386 |
| air_temperature | 23.250113 |
| clg_setpoint | 28.678354 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 23.25 |
| month | 1.0 |
| outdoor_humidity | 95.0 |
| outdoor_temperature | 5.455339 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 9395624.0 |
| wind_direction | 50.0 |
| wind_speed | 5.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 7%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6334773 |
| air_humidity | 1.2942002 |
| air_temperature | -1.0152974 |
| clg_setpoint | 1.4664685 |
| co2_emission | 0.0 |
| day_of_month | 0.9577703 |
| diffuse_solar_radiation | -0.7403955 |
| direct_solar_radiation | -0.60906535 |
| hour | -1.2275075 |
| htg_setpoint | -1.3713285 |
| month | -1.5191015 |
| outdoor_humidity | 1.5163934 |
| outdoor_temperature | -0.10901927 |
| people_occupant | -0.6893454 |
| total_electricity_HVAC | -0.64001894 |
| wind_direction | -0.027056012 |
| wind_speed | 2.5187309 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 53.725918 |
| air_temperature | 21.155071 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 12.11496 |
| month | 1.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 11.143066 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 180.0 |
| wind_speed | 11.05 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 7%
| action_network/ | |
| Cooling_Setpoint_RL | 0.22559896 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.386396 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.52376586 |
| air_humidity | 0.5513219 |
| air_temperature | -1.2919359 |
| clg_setpoint | 1.4658221 |
| co2_emission | 0.0 |
| day_of_month | 1.0705864 |
| diffuse_solar_radiation | -0.740018 |
| direct_solar_radiation | -0.60848874 |
| hour | -1.0829878 |
| htg_setpoint | 0.5313429 |
| month | -1.5156386 |
| outdoor_humidity | -0.5551755 |
| outdoor_temperature | -0.88265985 |
| people_occupant | -0.6895852 |
| total_electricity_HVAC | -0.60710406 |
| wind_direction | 1.1131009 |
| wind_speed | 1.032194 |
| observation/ | |
| HVAC_electricity_demand_rate | 569.2149 |
| air_humidity | 44.18154 |
| air_temperature | 20.726334 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 19.921494 |
| month | 1.0 |
| outdoor_humidity | 57.0 |
| outdoor_temperature | 3.5240297 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 214865.69 |
| wind_direction | 300.0 |
| wind_speed | 7.45 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 7%
| action_network/ | |
| Cooling_Setpoint_RL | -0.3213712 |
| Heating_Setpoint_RL | -0.4734768 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.540373 |
| Heating_Setpoint_RL | 14.961693 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.44540653 |
| air_humidity | 0.110516384 |
| air_temperature | -0.7754874 |
| clg_setpoint | 1.4656408 |
| co2_emission | 0.0 |
| day_of_month | 1.1830506 |
| diffuse_solar_radiation | -0.73970765 |
| direct_solar_radiation | -0.6079172 |
| hour | -0.938487 |
| htg_setpoint | -0.1805643 |
| month | -1.5121993 |
| outdoor_humidity | -0.4110346 |
| outdoor_temperature | -1.4504579 |
| people_occupant | -0.68982434 |
| total_electricity_HVAC | -0.46134886 |
| wind_direction | 1.2540486 |
| wind_speed | 0.31148332 |
| observation/ | |
| HVAC_electricity_demand_rate | 915.2104 |
| air_humidity | 38.50582 |
| air_temperature | 21.525791 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 17.002327 |
| month | 1.0 |
| outdoor_humidity | 60.0 |
| outdoor_temperature | -2.0791206 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 823475.1 |
| wind_direction | 315.0 |
| wind_speed | 5.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 7%
| action_network/ | |
| Cooling_Setpoint_RL | -0.45473278 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.090277 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5557099 |
| air_humidity | -0.89968014 |
| air_temperature | -1.0316322 |
| clg_setpoint | -0.08703933 |
| co2_emission | 0.0 |
| day_of_month | 1.2950838 |
| diffuse_solar_radiation | -0.7395299 |
| direct_solar_radiation | -0.60789824 |
| hour | -0.79400045 |
| htg_setpoint | -0.28750032 |
| month | -1.5087832 |
| outdoor_humidity | 0.648576 |
| outdoor_temperature | -1.208714 |
| people_occupant | -0.68912333 |
| total_electricity_HVAC | -0.5655559 |
| wind_direction | 0.77793795 |
| wind_speed | -1.0675191 |
| observation/ | |
| HVAC_electricity_demand_rate | 429.9348 |
| air_humidity | 25.493675 |
| air_temperature | 21.127972 |
| clg_setpoint | 26.005888 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 16.564178 |
| month | 1.0 |
| outdoor_humidity | 82.0 |
| outdoor_temperature | 0.28551194 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 389269.66 |
| wind_direction | 265.0 |
| wind_speed | 2.35 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 8%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.003456 |
| air_humidity | -1.073517 |
| air_temperature | -0.9753123 |
| clg_setpoint | -0.8085647 |
| co2_emission | 0.0 |
| day_of_month | 1.4065999 |
| diffuse_solar_radiation | -0.73938775 |
| direct_solar_radiation | -0.6078244 |
| hour | -0.6495241 |
| htg_setpoint | 0.84552175 |
| month | -1.5053903 |
| outdoor_humidity | 0.8171062 |
| outdoor_temperature | -0.86924523 |
| people_occupant | -0.6884244 |
| total_electricity_HVAC | 2.1767368 |
| wind_direction | -1.1226865 |
| wind_speed | -1.0662165 |
| observation/ | |
| HVAC_electricity_demand_rate | 11713.802 |
| air_humidity | 23.234152 |
| air_temperature | 21.213253 |
| clg_setpoint | 24.149559 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 7.0 |
| htg_setpoint | 21.213314 |
| month | 1.0 |
| outdoor_humidity | 85.5 |
| outdoor_temperature | 3.6177056 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 11841410.0 |
| wind_direction | 65.0 |
| wind_speed | 2.35 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 8%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4517521 |
| air_humidity | 0.061054423 |
| air_temperature | 0.5522666 |
| clg_setpoint | -0.20304014 |
| co2_emission | 0.0 |
| day_of_month | 1.5175064 |
| diffuse_solar_radiation | 0.20412788 |
| direct_solar_radiation | -0.36464092 |
| hour | -0.50505453 |
| htg_setpoint | 0.6188623 |
| month | -1.5020201 |
| outdoor_humidity | 1.0803499 |
| outdoor_temperature | -1.0563653 |
| people_occupant | 1.6952884 |
| total_electricity_HVAC | -0.46534467 |
| wind_direction | -1.5480653 |
| wind_speed | -0.22069627 |
| observation/ | |
| HVAC_electricity_demand_rate | 889.5039 |
| air_humidity | 37.838493 |
| air_temperature | 23.57759 |
| clg_setpoint | 25.70627 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 92.0 |
| direct_solar_radiation | 60.0 |
| hour | 8.0 |
| htg_setpoint | 20.285748 |
| month | 1.0 |
| outdoor_humidity | 91.0 |
| outdoor_temperature | 1.76545 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 808874.9 |
| wind_direction | 20.0 |
| wind_speed | 4.4 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 8%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.16597848 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.558628 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.44874164 |
| air_humidity | -0.52394384 |
| air_temperature | 0.9398095 |
| clg_setpoint | -0.33313805 |
| co2_emission | 0.0 |
| day_of_month | 1.6277046 |
| diffuse_solar_radiation | 0.22512957 |
| direct_solar_radiation | 2.1585443 |
| hour | -0.3605891 |
| htg_setpoint | -1.4010392 |
| month | -1.4986725 |
| outdoor_humidity | -0.22010225 |
| outdoor_temperature | -1.4355423 |
| people_occupant | 1.6945126 |
| total_electricity_HVAC | -0.4521855 |
| wind_direction | 1.5866339 |
| wind_speed | -0.3438723 |
| observation/ | |
| HVAC_electricity_demand_rate | 903.81 |
| air_humidity | 30.310286 |
| air_temperature | 24.176804 |
| clg_setpoint | 25.37047 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 94.0 |
| direct_solar_radiation | 684.0 |
| hour | 9.0 |
| htg_setpoint | 12.0 |
| month | 1.0 |
| outdoor_humidity | 64.0 |
| outdoor_temperature | -1.9940875 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 864824.9 |
| wind_direction | 350.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 8%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.38579503 |
| air_humidity | -0.9222311 |
| air_temperature | 0.34102485 |
| clg_setpoint | -1.1571319 |
| co2_emission | 0.0 |
| day_of_month | 1.7370906 |
| diffuse_solar_radiation | 0.4000427 |
| direct_solar_radiation | 2.371697 |
| hour | -0.21612583 |
| htg_setpoint | 1.3413641 |
| month | -1.495347 |
| outdoor_humidity | -1.9046943 |
| outdoor_temperature | -1.8080614 |
| people_occupant | 1.6937397 |
| total_electricity_HVAC | 0.6273573 |
| wind_direction | -1.4486688 |
| wind_speed | 0.087430015 |
| observation/ | |
| HVAC_electricity_demand_rate | 4594.5806 |
| air_humidity | 25.181078 |
| air_temperature | 23.249405 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 111.0 |
| direct_solar_radiation | 737.0 |
| hour | 10.0 |
| htg_setpoint | 23.25 |
| month | 1.0 |
| outdoor_humidity | 29.0 |
| outdoor_temperature | -5.7005186 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 5385079.0 |
| wind_direction | 30.0 |
| wind_speed | 5.15 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 9%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.19920886 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.50445 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.56968206 |
| air_humidity | -0.71356857 |
| air_temperature | 0.34121493 |
| clg_setpoint | -1.1565936 |
| co2_emission | 0.0 |
| day_of_month | -1.6716088 |
| diffuse_solar_radiation | 0.7597854 |
| direct_solar_radiation | 0.20455971 |
| hour | -0.07166338 |
| htg_setpoint | -1.2815288 |
| month | -1.2108649 |
| outdoor_humidity | -0.9628673 |
| outdoor_temperature | -0.42698067 |
| people_occupant | 1.2164761 |
| total_electricity_HVAC | -0.5794202 |
| wind_direction | 0.92208123 |
| wind_speed | 0.41735885 |
| observation/ | |
| HVAC_electricity_demand_rate | 370.78333 |
| air_humidity | 27.846197 |
| air_temperature | 23.248873 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 146.0 |
| direct_solar_radiation | 201.0 |
| hour | 11.0 |
| htg_setpoint | 12.490166 |
| month | 2.0 |
| outdoor_humidity | 48.5 |
| outdoor_temperature | 7.8954887 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 333705.0 |
| wind_direction | 280.0 |
| wind_speed | 5.95 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 9%
| action_network/ | |
| Cooling_Setpoint_RL | -0.43010473 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.173397 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6337219 |
| air_humidity | -0.99369395 |
| air_temperature | -0.82266647 |
| clg_setpoint | 1.4658954 |
| co2_emission | 0.0 |
| day_of_month | -1.5541575 |
| diffuse_solar_radiation | 0.05177165 |
| direct_solar_radiation | 2.5809846 |
| hour | 0.07279891 |
| htg_setpoint | -0.8430709 |
| month | -1.2088275 |
| outdoor_humidity | -1.6606047 |
| outdoor_temperature | -0.7424741 |
| people_occupant | -0.68961626 |
| total_electricity_HVAC | -0.6402799 |
| wind_direction | 1.3948218 |
| wind_speed | 0.82960564 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 24.238869 |
| air_temperature | 21.447533 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 77.0 |
| direct_solar_radiation | 789.0 |
| hour | 12.0 |
| htg_setpoint | 14.288375 |
| month | 2.0 |
| outdoor_humidity | 34.0 |
| outdoor_temperature | 4.776091 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 330.0 |
| wind_speed | 6.95 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 9%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.71162605 |
| air_humidity | -2.0362947 |
| air_temperature | 0.3434734 |
| clg_setpoint | -0.40280953 |
| co2_emission | 0.0 |
| day_of_month | -1.437501 |
| diffuse_solar_radiation | 0.78168637 |
| direct_solar_radiation | 1.6933827 |
| hour | 0.21726103 |
| htg_setpoint | 1.3413455 |
| month | -1.2068005 |
| outdoor_humidity | -1.8486682 |
| outdoor_temperature | -1.0879769 |
| people_occupant | -0.6889223 |
| total_electricity_HVAC | 0.86104065 |
| wind_direction | 1.0622127 |
| wind_speed | -1.0673666 |
| observation/ | |
| HVAC_electricity_demand_rate | 6047.0327 |
| air_humidity | 10.780618 |
| air_temperature | 23.249685 |
| clg_setpoint | 25.191263 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 148.0 |
| direct_solar_radiation | 570.0 |
| hour | 13.0 |
| htg_setpoint | 23.25 |
| month | 2.0 |
| outdoor_humidity | 30.0 |
| outdoor_temperature | 1.3407258 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 6374697.5 |
| wind_direction | 295.0 |
| wind_speed | 2.35 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 10%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.8899169 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 22.630783 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.17130251 |
| air_humidity | -0.17247216 |
| air_temperature | 0.34424126 |
| clg_setpoint | -1.1571405 |
| co2_emission | 0.0 |
| day_of_month | -1.3215176 |
| diffuse_solar_radiation | 0.05296382 |
| direct_solar_radiation | -0.6074538 |
| hour | 0.36172232 |
| htg_setpoint | 1.3411245 |
| month | -1.2047836 |
| outdoor_humidity | 1.228308 |
| outdoor_temperature | -1.0142728 |
| people_occupant | 1.6952018 |
| total_electricity_HVAC | -0.20065822 |
| wind_direction | 1.6317257 |
| wind_speed | 1.1601859 |
| observation/ | |
| HVAC_electricity_demand_rate | 2138.5535 |
| air_humidity | 34.727077 |
| air_temperature | 23.249537 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 77.0 |
| direct_solar_radiation | 0.0 |
| hour | 14.0 |
| htg_setpoint | 23.25 |
| month | 2.0 |
| outdoor_humidity | 94.0 |
| outdoor_temperature | 2.0477674 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1924698.2 |
| wind_direction | 355.0 |
| wind_speed | 7.75 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 10%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.8618992 |
| air_humidity | -1.3339894 |
| air_temperature | 0.3447046 |
| clg_setpoint | -1.1571331 |
| co2_emission | 0.0 |
| day_of_month | -1.206098 |
| diffuse_solar_radiation | -0.03921353 |
| direct_solar_radiation | -0.0016384721 |
| hour | 0.5061815 |
| htg_setpoint | -1.4010375 |
| month | -1.2027767 |
| outdoor_humidity | -1.3677194 |
| outdoor_temperature | -1.8964342 |
| people_occupant | 1.6944324 |
| total_electricity_HVAC | 0.7818692 |
| wind_direction | 1.1560105 |
| wind_speed | 1.9988313 |
| observation/ | |
| HVAC_electricity_demand_rate | 6727.8037 |
| air_humidity | 19.765497 |
| air_temperature | 23.249413 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 68.0 |
| direct_solar_radiation | 150.0 |
| hour | 15.0 |
| htg_setpoint | 12.0 |
| month | 2.0 |
| outdoor_humidity | 40.0 |
| outdoor_temperature | -6.7028155 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 6055023.5 |
| wind_direction | 305.0 |
| wind_speed | 9.8 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 10%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.7912935 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 22.076027 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.24198249 |
| air_humidity | -1.2672383 |
| air_temperature | 0.34542197 |
| clg_setpoint | -1.1569223 |
| co2_emission | 0.0 |
| day_of_month | -1.0911437 |
| diffuse_solar_radiation | -0.43989736 |
| direct_solar_radiation | -0.60748565 |
| hour | 0.65063655 |
| htg_setpoint | -1.4009471 |
| month | -1.2007798 |
| outdoor_humidity | -1.125486 |
| outdoor_temperature | -1.714168 |
| people_occupant | 1.6936659 |
| total_electricity_HVAC | 0.1925912 |
| wind_direction | 0.8703507 |
| wind_speed | 1.5636542 |
| observation/ | |
| HVAC_electricity_demand_rate | 3987.8416 |
| air_humidity | 20.601215 |
| air_temperature | 23.24946 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 29.0 |
| direct_solar_radiation | 0.0 |
| hour | 16.0 |
| htg_setpoint | 12.0 |
| month | 2.0 |
| outdoor_humidity | 45.0 |
| outdoor_temperature | -4.9833345 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 3589057.2 |
| wind_direction | 275.0 |
| wind_speed | 8.75 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 10%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.13631928 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.858204 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.13721044 |
| air_humidity | -1.2895617 |
| air_temperature | 0.34604105 |
| clg_setpoint | -1.156602 |
| co2_emission | 0.0 |
| day_of_month | -0.97656685 |
| diffuse_solar_radiation | -0.7379831 |
| direct_solar_radiation | -0.60759485 |
| hour | 0.79508495 |
| htg_setpoint | -0.74930763 |
| month | -1.1987928 |
| outdoor_humidity | -1.0767192 |
| outdoor_temperature | -1.5914509 |
| people_occupant | 1.6929021 |
| total_electricity_HVAC | 0.09307499 |
| wind_direction | 0.8217251 |
| wind_speed | 0.205065 |
| observation/ | |
| HVAC_electricity_demand_rate | 3528.862 |
| air_humidity | 20.297752 |
| air_temperature | 23.249395 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 14.673886 |
| month | 2.0 |
| outdoor_humidity | 46.0 |
| outdoor_temperature | -3.819793 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 3175976.0 |
| wind_direction | 270.0 |
| wind_speed | 5.45 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 11%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.046251446 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.885164 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.31985274 |
| air_humidity | -1.141356 |
| air_temperature | 0.346083 |
| clg_setpoint | -1.1560339 |
| co2_emission | 0.0 |
| day_of_month | -0.8622896 |
| diffuse_solar_radiation | -0.737764 |
| direct_solar_radiation | -0.6077504 |
| hour | 0.9395234 |
| htg_setpoint | 0.37150523 |
| month | -1.1968157 |
| outdoor_humidity | -1.6513175 |
| outdoor_temperature | -1.6180859 |
| people_occupant | 0.5011012 |
| total_electricity_HVAC | -0.3365851 |
| wind_direction | 1.3406708 |
| wind_speed | 0.8223364 |
| observation/ | |
| HVAC_electricity_demand_rate | 1494.3871 |
| air_humidity | 22.191818 |
| air_temperature | 23.24868 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 19.271925 |
| month | 2.0 |
| outdoor_humidity | 34.0 |
| outdoor_temperature | -4.125901 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 1366848.1 |
| wind_direction | 325.0 |
| wind_speed | 6.95 |
| train/ | |
| approx_kl | 0.006073237 |
| clip_fraction | 0.0461 |
| clip_range | 0.2 |
| entropy_loss | -2.66 |
| explained_variance | 0.844 |
| learning_rate | 0.0003 |
| loss | 1.14 |
| n_updates | 360 |
| policy_gradient_loss | -0.00702 |
| std | 0.914 |
| value_loss | 3.07 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 11%
| action_network/ | |
| Cooling_Setpoint_RL | -0.10932505 |
| Heating_Setpoint_RL | -0.51009655 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.256027 |
| Heating_Setpoint_RL | 14.755707 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.47826213 |
| air_humidity | -1.5171875 |
| air_temperature | -2.2200994 |
| clg_setpoint | 1.4651766 |
| co2_emission | 0.0 |
| day_of_month | -0.7482439 |
| diffuse_solar_radiation | -0.73752487 |
| direct_solar_radiation | -0.60783184 |
| hour | 1.083948 |
| htg_setpoint | -0.51380616 |
| month | -1.1948483 |
| outdoor_humidity | -1.1691421 |
| outdoor_temperature | -1.3207982 |
| people_occupant | -0.6894121 |
| total_electricity_HVAC | -0.4961958 |
| wind_direction | 0.72374237 |
| wind_speed | 0.61562175 |
| observation/ | |
| HVAC_electricity_demand_rate | 789.2096 |
| air_humidity | 17.326738 |
| air_temperature | 19.266994 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 15.639232 |
| month | 2.0 |
| outdoor_humidity | 44.0 |
| outdoor_temperature | -1.210054 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 694738.1 |
| wind_direction | 260.0 |
| wind_speed | 6.45 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 11%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.47778356 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 14.937468 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.62969124 |
| air_humidity | -1.6293066 |
| air_temperature | -2.0895875 |
| clg_setpoint | 0.18814877 |
| co2_emission | 0.0 |
| day_of_month | -0.634371 |
| diffuse_solar_radiation | -0.7374482 |
| direct_solar_radiation | -0.60783684 |
| hour | 1.2283543 |
| htg_setpoint | -0.3391322 |
| month | -1.1928906 |
| outdoor_humidity | -0.014800321 |
| outdoor_temperature | -0.90086234 |
| people_occupant | -0.68872505 |
| total_electricity_HVAC | -0.63663983 |
| wind_direction | 0.34444445 |
| wind_speed | 0.30680123 |
| observation/ | |
| HVAC_electricity_demand_rate | 112.900055 |
| air_humidity | 15.823327 |
| air_temperature | 19.465317 |
| clg_setpoint | 26.714401 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 16.355207 |
| month | 2.0 |
| outdoor_humidity | 68.0 |
| outdoor_temperature | 2.9508007 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 101610.05 |
| wind_direction | 220.0 |
| wind_speed | 5.7 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 11%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.63599974 |
| air_humidity | -0.4757894 |
| air_temperature | -1.3998042 |
| clg_setpoint | -0.34587246 |
| co2_emission | 0.0 |
| day_of_month | -0.5206212 |
| diffuse_solar_radiation | -0.7373493 |
| direct_solar_radiation | -0.6079153 |
| hour | 1.3727372 |
| htg_setpoint | 0.67938185 |
| month | -1.1909425 |
| outdoor_humidity | -1.6737069 |
| outdoor_temperature | -0.89639074 |
| people_occupant | -0.6889601 |
| total_electricity_HVAC | 0.6989257 |
| wind_direction | 1.1014816 |
| wind_speed | 1.3575742 |
| observation/ | |
| HVAC_electricity_demand_rate | 5773.278 |
| air_humidity | 30.67809 |
| air_temperature | 20.5338 |
| clg_setpoint | 25.33896 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 20.53339 |
| month | 2.0 |
| outdoor_humidity | 33.5 |
| outdoor_temperature | 2.9836166 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 5749003.0 |
| wind_direction | 300.0 |
| wind_speed | 8.25 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 12%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.82621574 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 22.272465 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.29171583 |
| air_humidity | -0.8319689 |
| air_temperature | -1.9126822 |
| clg_setpoint | 0.4323777 |
| co2_emission | 0.0 |
| day_of_month | -0.40695378 |
| diffuse_solar_radiation | -0.7372523 |
| direct_solar_radiation | -0.6080703 |
| hour | 1.5170908 |
| htg_setpoint | -1.4004364 |
| month | -1.189004 |
| outdoor_humidity | -1.644058 |
| outdoor_temperature | -1.7637843 |
| people_occupant | -0.6891945 |
| total_electricity_HVAC | -0.31407118 |
| wind_direction | 1.1942405 |
| wind_speed | 0.09991824 |
| observation/ | |
| HVAC_electricity_demand_rate | 1627.0585 |
| air_humidity | 26.062494 |
| air_temperature | 19.736864 |
| clg_setpoint | 27.342268 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 12.0 |
| month | 2.0 |
| outdoor_humidity | 34.0 |
| outdoor_temperature | -5.7001066 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1467792.8 |
| wind_direction | 310.0 |
| wind_speed | 5.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 12%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.41582865 |
| air_humidity | -0.73506737 |
| air_temperature | -1.464092 |
| clg_setpoint | 1.464741 |
| co2_emission | 0.0 |
| day_of_month | -0.2933369 |
| diffuse_solar_radiation | -0.73713523 |
| direct_solar_radiation | -0.6081962 |
| hour | 1.6614089 |
| htg_setpoint | -1.0848216 |
| month | -1.1870748 |
| outdoor_humidity | -0.87378675 |
| outdoor_temperature | -1.4706903 |
| people_occupant | -0.6894283 |
| total_electricity_HVAC | -0.43234074 |
| wind_direction | 0.8141119 |
| wind_speed | 0.30568674 |
| observation/ | |
| HVAC_electricity_demand_rate | 1074.2555 |
| air_humidity | 27.294003 |
| air_temperature | 20.431408 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 13.29541 |
| month | 2.0 |
| outdoor_humidity | 50.0 |
| outdoor_temperature | -2.8193655 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 969716.2 |
| wind_direction | 270.0 |
| wind_speed | 5.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 13%
| action_network/ | |
| Cooling_Setpoint_RL | 0.9101482 |
| Heating_Setpoint_RL | 0.61271286 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.69675 |
| Heating_Setpoint_RL | 21.07151 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.40319896 |
| air_humidity | -0.7270228 |
| air_temperature | -1.1059426 |
| clg_setpoint | 1.0298171 |
| co2_emission | 0.0 |
| day_of_month | -0.066215 |
| diffuse_solar_radiation | -0.73694104 |
| direct_solar_radiation | -0.6083909 |
| hour | -1.6612408 |
| htg_setpoint | -1.4008762 |
| month | -1.1851549 |
| outdoor_humidity | -1.1113925 |
| outdoor_temperature | -1.4951596 |
| people_occupant | -0.68966156 |
| total_electricity_HVAC | -0.42076996 |
| wind_direction | -1.2226431 |
| wind_speed | -0.76625043 |
| observation/ | |
| HVAC_electricity_demand_rate | 1132.5602 |
| air_humidity | 27.381659 |
| air_temperature | 20.987118 |
| clg_setpoint | 28.878912 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 12.0 |
| month | 2.0 |
| outdoor_humidity | 45.0 |
| outdoor_temperature | -3.0901465 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1020125.06 |
| wind_direction | 55.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 13%
| action_network/ | |
| Cooling_Setpoint_RL | 0.4635946 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.189632 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.2166 |
| air_humidity | 0.22470273 |
| air_temperature | -0.75638336 |
| clg_setpoint | 0.5219468 |
| co2_emission | 0.0 |
| day_of_month | 0.047431853 |
| diffuse_solar_radiation | -0.7368711 |
| direct_solar_radiation | -0.60788584 |
| hour | -1.5166337 |
| htg_setpoint | 1.3408138 |
| month | -1.1832445 |
| outdoor_humidity | 0.8785768 |
| outdoor_temperature | -1.1022532 |
| people_occupant | -0.6898942 |
| total_electricity_HVAC | 3.0256236 |
| wind_direction | 0.5773106 |
| wind_speed | 0.28629172 |
| observation/ | |
| HVAC_electricity_demand_rate | 17383.84 |
| air_humidity | 39.65615 |
| air_temperature | 21.52912 |
| clg_setpoint | 27.569908 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 2.0 |
| outdoor_humidity | 86.5 |
| outdoor_temperature | 0.81317127 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 15644116.0 |
| wind_direction | 245.0 |
| wind_speed | 5.65 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 13%
| action_network/ | |
| Cooling_Setpoint_RL | 0.55880237 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.510958 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5929846 |
| air_humidity | -0.87101173 |
| air_temperature | -1.3952347 |
| clg_setpoint | -1.1562434 |
| co2_emission | 0.0 |
| day_of_month | 0.1610719 |
| diffuse_solar_radiation | -0.73678744 |
| direct_solar_radiation | -0.6076168 |
| hour | -1.3720627 |
| htg_setpoint | -1.1888955 |
| month | -1.1813431 |
| outdoor_humidity | -0.5602707 |
| outdoor_temperature | -1.0693742 |
| people_occupant | -0.68921185 |
| total_electricity_HVAC | -0.6008266 |
| wind_direction | -1.6480849 |
| wind_speed | -0.35347688 |
| observation/ | |
| HVAC_electricity_demand_rate | 283.3045 |
| air_humidity | 25.516516 |
| air_temperature | 20.537565 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 12.872605 |
| month | 2.0 |
| outdoor_humidity | 56.5 |
| outdoor_temperature | 1.134711 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 258530.75 |
| wind_direction | 10.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 13%
| action_network/ | |
| Cooling_Setpoint_RL | -0.46810728 |
| Heating_Setpoint_RL | 0.4429096 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.045137 |
| Heating_Setpoint_RL | 20.116367 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.2291028 |
| air_humidity | -1.5965874 |
| air_temperature | -0.5304807 |
| clg_setpoint | 1.2957021 |
| co2_emission | 0.0 |
| day_of_month | 0.2747001 |
| diffuse_solar_radiation | -0.7366255 |
| direct_solar_radiation | -0.6078251 |
| hour | -1.2275212 |
| htg_setpoint | 1.340266 |
| month | -1.179451 |
| outdoor_humidity | 0.08817606 |
| outdoor_temperature | -1.2439202 |
| people_occupant | -0.6885315 |
| total_electricity_HVAC | 3.0704594 |
| wind_direction | 0.48247164 |
| wind_speed | -0.7657272 |
| observation/ | |
| HVAC_electricity_demand_rate | 17461.45 |
| air_humidity | 16.123285 |
| air_temperature | 21.8778 |
| clg_setpoint | 29.566029 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 23.25 |
| month | 2.0 |
| outdoor_humidity | 70.0 |
| outdoor_temperature | -0.6205099 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 15854080.0 |
| wind_direction | 235.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 14%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.7373547 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 21.772621 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.120242 |
| air_humidity | -0.6030767 |
| air_temperature | -0.19918394 |
| clg_setpoint | 0.6606988 |
| co2_emission | 0.0 |
| day_of_month | 0.38830292 |
| diffuse_solar_radiation | -0.7365822 |
| direct_solar_radiation | -0.6078426 |
| hour | -1.0830033 |
| htg_setpoint | 1.130657 |
| month | -1.1775678 |
| outdoor_humidity | 1.2159424 |
| outdoor_temperature | -1.4240478 |
| people_occupant | -0.6887646 |
| total_electricity_HVAC | 2.2075417 |
| wind_direction | -1.2213492 |
| wind_speed | -1.07426 |
| observation/ | |
| HVAC_electricity_demand_rate | 12483.116 |
| air_humidity | 28.930332 |
| air_temperature | 22.391285 |
| clg_setpoint | 27.929543 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 22.391272 |
| month | 2.0 |
| outdoor_humidity | 93.5 |
| outdoor_temperature | -2.4306304 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 12193293.0 |
| wind_direction | 55.0 |
| wind_speed | 2.35 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 14%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.9780706 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.126648 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.3257418 |
| air_humidity | -0.9459753 |
| air_temperature | -0.0022239399 |
| clg_setpoint | 0.8512714 |
| co2_emission | 0.0 |
| day_of_month | 0.5018585 |
| diffuse_solar_radiation | -0.73653466 |
| direct_solar_radiation | -0.6080371 |
| hour | -0.93850374 |
| htg_setpoint | 1.340175 |
| month | -1.1756938 |
| outdoor_humidity | 0.4722798 |
| outdoor_temperature | -0.8518391 |
| people_occupant | -0.6889971 |
| total_electricity_HVAC | 2.360621 |
| wind_direction | -1.2216896 |
| wind_speed | -1.19715 |
| observation/ | |
| HVAC_electricity_demand_rate | 13411.192 |
| air_humidity | 24.497002 |
| air_temperature | 22.695953 |
| clg_setpoint | 28.419289 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 23.25 |
| month | 2.0 |
| outdoor_humidity | 78.0 |
| outdoor_temperature | 3.2765088 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 12846971.0 |
| wind_direction | 55.0 |
| wind_speed | 2.05 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 14%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.08526032 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 17.14541 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.3741338 |
| air_humidity | -0.6166775 |
| air_temperature | 0.20126398 |
| clg_setpoint | -0.640236 |
| co2_emission | 0.0 |
| day_of_month | 0.6153366 |
| diffuse_solar_radiation | -0.73643035 |
| direct_solar_radiation | -0.6081563 |
| hour | -0.7940179 |
| htg_setpoint | 1.3397951 |
| month | -1.1738286 |
| outdoor_humidity | 0.9043908 |
| outdoor_temperature | -0.9373373 |
| people_occupant | -0.68922895 |
| total_electricity_HVAC | 2.18583 |
| wind_direction | -1.220171 |
| wind_speed | -0.6596316 |
| observation/ | |
| HVAC_electricity_demand_rate | 13632.122 |
| air_humidity | 28.737993 |
| air_temperature | 23.011028 |
| clg_setpoint | 24.576721 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 23.25 |
| month | 2.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 2.4157631 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 12107123.0 |
| wind_direction | 55.0 |
| wind_speed | 3.35 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 14%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.21393128 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 16.421637 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.27137116 |
| air_humidity | -0.23743242 |
| air_temperature | -1.657902 |
| clg_setpoint | 1.1376399 |
| co2_emission | 0.0 |
| day_of_month | 0.72869873 |
| diffuse_solar_radiation | -0.36459893 |
| direct_solar_radiation | 0.4553508 |
| hour | -0.649542 |
| htg_setpoint | -0.3387236 |
| month | -1.1719722 |
| outdoor_humidity | -1.016847 |
| outdoor_temperature | -1.2596909 |
| people_occupant | -0.6894603 |
| total_electricity_HVAC | -0.29430732 |
| wind_direction | 1.4296919 |
| wind_speed | 0.3942625 |
| observation/ | |
| HVAC_electricity_demand_rate | 1730.9634 |
| air_humidity | 33.628918 |
| air_temperature | 20.130049 |
| clg_setpoint | 29.155523 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 36.0 |
| direct_solar_radiation | 263.0 |
| hour | 7.0 |
| htg_setpoint | 16.365719 |
| month | 2.0 |
| outdoor_humidity | 47.0 |
| outdoor_temperature | -0.81301236 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1562263.5 |
| wind_direction | 335.0 |
| wind_speed | 5.9 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 15%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.034778237 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.429373 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.63658184 |
| air_humidity | -0.83183336 |
| air_temperature | -1.1619921 |
| clg_setpoint | -1.1543592 |
| co2_emission | 0.0 |
| day_of_month | 0.8418983 |
| diffuse_solar_radiation | 0.028278012 |
| direct_solar_radiation | -0.60776937 |
| hour | -0.5050726 |
| htg_setpoint | -1.4028401 |
| month | -1.1701247 |
| outdoor_humidity | 0.089216925 |
| outdoor_temperature | -0.6314986 |
| people_occupant | -0.689691 |
| total_electricity_HVAC | -0.64311975 |
| wind_direction | 0.6718152 |
| wind_speed | -0.7632458 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 25.956444 |
| air_temperature | 20.898073 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 74.0 |
| direct_solar_radiation | 0.0 |
| hour | 8.0 |
| htg_setpoint | 12.0 |
| month | 2.0 |
| outdoor_humidity | 70.0 |
| outdoor_temperature | 5.446767 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 255.0 |
| wind_speed | 3.1 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 15%
| action_network/ | |
| Cooling_Setpoint_RL | 0.18633807 |
| Heating_Setpoint_RL | 0.9894874 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.253891 |
| Heating_Setpoint_RL | 23.190866 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.3865747 |
| air_humidity | -0.68539816 |
| air_temperature | -0.79822457 |
| clg_setpoint | -0.31419724 |
| co2_emission | 0.0 |
| day_of_month | 0.9548809 |
| diffuse_solar_radiation | 1.1548278 |
| direct_solar_radiation | 0.051296797 |
| hour | -0.3606072 |
| htg_setpoint | 1.3393509 |
| month | -1.1682857 |
| outdoor_humidity | 0.61653304 |
| outdoor_temperature | -0.47368255 |
| people_occupant | -0.68901527 |
| total_electricity_HVAC | 2.5226011 |
| wind_direction | 0.90875125 |
| wind_speed | 1.0574232 |
| observation/ | |
| HVAC_electricity_demand_rate | 13701.192 |
| air_humidity | 27.829239 |
| air_temperature | 21.46055 |
| clg_setpoint | 25.415041 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 183.0 |
| direct_solar_radiation | 163.0 |
| hour | 9.0 |
| htg_setpoint | 23.25 |
| month | 2.0 |
| outdoor_humidity | 81.0 |
| outdoor_temperature | 7.015555 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 13552099.0 |
| wind_direction | 280.0 |
| wind_speed | 7.5 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 15%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5131254 |
| air_humidity | -1.137463 |
| air_temperature | 0.35815406 |
| clg_setpoint | -1.1554315 |
| co2_emission | 0.0 |
| day_of_month | 1.0675842 |
| diffuse_solar_radiation | 0.235444 |
| direct_solar_radiation | 2.6036973 |
| hour | -0.21614394 |
| htg_setpoint | -1.4027241 |
| month | -1.1664555 |
| outdoor_humidity | -1.637771 |
| outdoor_temperature | -1.066179 |
| people_occupant | 1.6955445 |
| total_electricity_HVAC | -0.5299769 |
| wind_direction | 0.85982156 |
| wind_speed | 0.6215268 |
| observation/ | |
| HVAC_electricity_demand_rate | 642.9371 |
| air_humidity | 21.976042 |
| air_temperature | 23.249279 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 94.0 |
| direct_solar_radiation | 795.0 |
| hour | 10.0 |
| htg_setpoint | 12.0 |
| month | 2.0 |
| outdoor_humidity | 34.0 |
| outdoor_temperature | 1.0910659 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 559820.3 |
| wind_direction | 275.0 |
| wind_speed | 6.45 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 16%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.66271067 |
| air_humidity | -0.9017714 |
| air_temperature | 0.35860628 |
| clg_setpoint | -1.1551381 |
| co2_emission | 0.0 |
| day_of_month | 1.1799386 |
| diffuse_solar_radiation | 1.2696415 |
| direct_solar_radiation | -0.60738605 |
| hour | -0.07168144 |
| htg_setpoint | 0.6151668 |
| month | -1.1646339 |
| outdoor_humidity | 0.33077714 |
| outdoor_temperature | -1.7039524 |
| people_occupant | 1.2180985 |
| total_electricity_HVAC | 0.5943051 |
| wind_direction | -1.4110496 |
| wind_speed | -0.45358774 |
| observation/ | |
| HVAC_electricity_demand_rate | 5945.384 |
| air_humidity | 25.000444 |
| air_temperature | 23.249493 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 194.0 |
| direct_solar_radiation | 0.0 |
| hour | 11.0 |
| htg_setpoint | 20.278065 |
| month | 2.0 |
| outdoor_humidity | 75.0 |
| outdoor_temperature | -5.2943735 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 5350845.0 |
| wind_direction | 35.0 |
| wind_speed | 3.85 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 16%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.40169823 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.884552 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.005222685 |
| air_humidity | -0.36308765 |
| air_temperature | 0.35905108 |
| clg_setpoint | -1.1544793 |
| co2_emission | 0.0 |
| day_of_month | 1.2918671 |
| diffuse_solar_radiation | 0.6497019 |
| direct_solar_radiation | -0.60683614 |
| hour | 0.07278089 |
| htg_setpoint | 0.18163744 |
| month | -1.1628208 |
| outdoor_humidity | 1.5306277 |
| outdoor_temperature | -1.2959244 |
| people_occupant | 0.26419705 |
| total_electricity_HVAC | -0.041782044 |
| wind_direction | -1.3147234 |
| wind_speed | -0.5563263 |
| observation/ | |
| HVAC_electricity_demand_rate | 2937.3083 |
| air_humidity | 31.933838 |
| air_temperature | 23.249634 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 134.0 |
| direct_solar_radiation | 0.0 |
| hour | 12.0 |
| htg_setpoint | 18.501549 |
| month | 2.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | -1.2455155 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 2643577.5 |
| wind_direction | 45.0 |
| wind_speed | 3.6 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 16%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.6274743 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 21.154543 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.46009275 |
| air_humidity | 0.39913523 |
| air_temperature | 0.35922024 |
| clg_setpoint | -1.1539237 |
| co2_emission | 0.0 |
| day_of_month | 1.4032865 |
| diffuse_solar_radiation | 0.49519852 |
| direct_solar_radiation | -0.6062878 |
| hour | 0.21724306 |
| htg_setpoint | 1.3384451 |
| month | -1.1610161 |
| outdoor_humidity | 1.3599725 |
| outdoor_temperature | -0.56742716 |
| people_occupant | 1.2170155 |
| total_electricity_HVAC | -0.47500232 |
| wind_direction | -1.6438603 |
| wind_speed | -1.1758387 |
| observation/ | |
| HVAC_electricity_demand_rate | 887.02405 |
| air_humidity | 41.75447 |
| air_temperature | 23.249535 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 119.0 |
| direct_solar_radiation | 0.0 |
| hour | 13.0 |
| htg_setpoint | 23.25 |
| month | 2.0 |
| outdoor_humidity | 96.5 |
| outdoor_temperature | 6.0169554 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 798321.6 |
| wind_direction | 10.0 |
| wind_speed | 2.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 16%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.32445446 |
| air_humidity | -1.198714 |
| air_temperature | 0.3587128 |
| clg_setpoint | -1.1534479 |
| co2_emission | 0.0 |
| day_of_month | -1.6703448 |
| diffuse_solar_radiation | 1.1166012 |
| direct_solar_radiation | 1.974942 |
| hour | 0.36170444 |
| htg_setpoint | -0.014991396 |
| month | -0.8799665 |
| outdoor_humidity | -1.8512242 |
| outdoor_temperature | 0.2438986 |
| people_occupant | 1.6929358 |
| total_electricity_HVAC | -0.34579703 |
| wind_direction | -0.31881988 |
| wind_speed | 0.19032425 |
| observation/ | |
| HVAC_electricity_demand_rate | 1499.5406 |
| air_humidity | 21.190416 |
| air_temperature | 23.248735 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 179.0 |
| direct_solar_radiation | 639.0 |
| hour | 14.0 |
| htg_setpoint | 17.699688 |
| month | 3.0 |
| outdoor_humidity | 29.5 |
| outdoor_temperature | 14.113587 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1349586.6 |
| wind_direction | 150.0 |
| wind_speed | 5.4 |
| train/ | |
| approx_kl | 0.005541111 |
| clip_fraction | 0.0486 |
| clip_range | 0.2 |
| entropy_loss | -2.65 |
| explained_variance | 0.849 |
| learning_rate | 0.0003 |
| loss | 1.12 |
| n_updates | 370 |
| policy_gradient_loss | -0.00875 |
| std | 0.907 |
| value_loss | 1.87 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 17%
| action_network/ | |
| Cooling_Setpoint_RL | -0.41525555 |
| Heating_Setpoint_RL | -0.6191947 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.223513 |
| Heating_Setpoint_RL | 14.14203 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6374632 |
| air_humidity | -0.13630009 |
| air_temperature | -0.042038623 |
| clg_setpoint | 0.89024216 |
| co2_emission | 0.0 |
| day_of_month | -1.5528361 |
| diffuse_solar_radiation | 1.1369625 |
| direct_solar_radiation | -0.23040192 |
| hour | 0.5061638 |
| htg_setpoint | -1.4048411 |
| month | -0.8789384 |
| outdoor_humidity | 0.3045038 |
| outdoor_temperature | 0.19251153 |
| people_occupant | -0.6894915 |
| total_electricity_HVAC | -0.64392114 |
| wind_direction | 0.20181727 |
| wind_speed | 0.10857347 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 34.854065 |
| air_temperature | 22.628693 |
| clg_setpoint | 28.51801 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 181.0 |
| direct_solar_radiation | 93.0 |
| hour | 15.0 |
| htg_setpoint | 12.0 |
| month | 3.0 |
| outdoor_humidity | 74.5 |
| outdoor_temperature | 13.594231 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 205.0 |
| wind_speed | 5.2 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 17%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.63721436 |
| air_humidity | -0.99916023 |
| air_temperature | 0.04768543 |
| clg_setpoint | 1.0340661 |
| co2_emission | 0.0 |
| day_of_month | -1.4360831 |
| diffuse_solar_radiation | 0.18524392 |
| direct_solar_radiation | 1.0494449 |
| hour | 0.6506191 |
| htg_setpoint | -1.3120887 |
| month | -0.8779139 |
| outdoor_humidity | -1.323931 |
| outdoor_temperature | 0.21511713 |
| people_occupant | -0.6888224 |
| total_electricity_HVAC | -0.6436686 |
| wind_direction | 1.1462804 |
| wind_speed | 0.9337907 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 23.749163 |
| air_temperature | 22.766434 |
| clg_setpoint | 28.891987 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 89.0 |
| direct_solar_radiation | 410.0 |
| hour | 16.0 |
| htg_setpoint | 12.378698 |
| month | 3.0 |
| outdoor_humidity | 40.5 |
| outdoor_temperature | 13.817409 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 305.0 |
| wind_speed | 7.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 17%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.59768385 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 20.986973 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.53742015 |
| air_humidity | 0.7905134 |
| air_temperature | 0.36037728 |
| clg_setpoint | -1.1545432 |
| co2_emission | 0.0 |
| day_of_month | -1.3199698 |
| diffuse_solar_radiation | -0.5494772 |
| direct_solar_radiation | -0.33113724 |
| hour | 0.79506797 |
| htg_setpoint | -0.36746162 |
| month | -0.876893 |
| outdoor_humidity | 1.5262163 |
| outdoor_temperature | -0.42599493 |
| people_occupant | 1.694715 |
| total_electricity_HVAC | -0.54861456 |
| wind_direction | 0.0113062225 |
| wind_speed | -1.0700622 |
| observation/ | |
| HVAC_electricity_demand_rate | 536.5673 |
| air_humidity | 46.75753 |
| air_temperature | 23.24935 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 18.0 |
| direct_solar_radiation | 68.0 |
| hour | 17.0 |
| htg_setpoint | 16.254799 |
| month | 3.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 7.422081 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 482910.56 |
| wind_direction | 185.0 |
| wind_speed | 2.35 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 17%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.7942507 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 22.092659 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6370809 |
| air_humidity | 0.80640715 |
| air_temperature | 0.36076054 |
| clg_setpoint | -1.1541288 |
| co2_emission | 0.0 |
| day_of_month | -1.2043912 |
| diffuse_solar_radiation | -0.73578054 |
| direct_solar_radiation | -0.6053591 |
| hour | 0.9395072 |
| htg_setpoint | -0.0048198323 |
| month | -0.8758756 |
| outdoor_humidity | 1.5228888 |
| outdoor_temperature | -0.40933514 |
| people_occupant | 0.50242615 |
| total_electricity_HVAC | -0.64312655 |
| wind_direction | 0.05963577 |
| wind_speed | -0.65547353 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 46.97259 |
| air_temperature | 23.250032 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 17.745705 |
| month | 3.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 7.5836267 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 79939.37 |
| wind_direction | 190.0 |
| wind_speed | 3.35 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 18%
| action_network/ | |
| Cooling_Setpoint_RL | 0.8911826 |
| Heating_Setpoint_RL | -0.5489485 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.632742 |
| Heating_Setpoint_RL | 14.537165 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6371176 |
| air_humidity | 0.6389299 |
| air_temperature | 0.5180643 |
| clg_setpoint | -0.35831028 |
| co2_emission | 0.0 |
| day_of_month | -1.0892534 |
| diffuse_solar_radiation | -0.7356342 |
| direct_solar_radiation | -0.60492206 |
| hour | 1.083933 |
| htg_setpoint | 0.33428493 |
| month | -0.8748618 |
| outdoor_humidity | -0.1779452 |
| outdoor_temperature | 0.07997488 |
| people_occupant | -0.45117977 |
| total_electricity_HVAC | -0.6435274 |
| wind_direction | 1.1475157 |
| wind_speed | 2.1118982 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 44.833485 |
| air_temperature | 23.493134 |
| clg_setpoint | 25.301497 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 19.139498 |
| month | 3.0 |
| outdoor_humidity | 64.5 |
| outdoor_temperature | 12.4548235 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 305.0 |
| wind_speed | 10.05 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 18%
| action_network/ | |
| Cooling_Setpoint_RL | 0.022053689 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.699432 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.63696057 |
| air_humidity | -0.30407804 |
| air_temperature | -0.24528344 |
| clg_setpoint | -0.7947152 |
| co2_emission | 0.0 |
| day_of_month | -0.9744722 |
| diffuse_solar_radiation | -0.73561746 |
| direct_solar_radiation | -0.6051428 |
| hour | 1.2283411 |
| htg_setpoint | -0.39798534 |
| month | -0.8738515 |
| outdoor_humidity | 0.7319721 |
| outdoor_temperature | -0.6352311 |
| people_occupant | -0.4514504 |
| total_electricity_HVAC | -0.64336336 |
| wind_direction | -0.36689293 |
| wind_speed | 0.5205207 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 32.71014 |
| air_temperature | 22.31431 |
| clg_setpoint | 24.175943 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 16.135115 |
| month | 3.0 |
| outdoor_humidity | 83.5 |
| outdoor_temperature | 5.332597 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 145.0 |
| wind_speed | 6.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 18%
| action_network/ | |
| Cooling_Setpoint_RL | 0.62982416 |
| Heating_Setpoint_RL | 0.3067856 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.750656 |
| Heating_Setpoint_RL | 19.35067 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.59897876 |
| air_humidity | 0.4550293 |
| air_temperature | -1.0275555 |
| clg_setpoint | -0.20290878 |
| co2_emission | 0.0 |
| day_of_month | -0.8599734 |
| diffuse_solar_radiation | -0.7356455 |
| direct_solar_radiation | -0.60462534 |
| hour | 1.3727266 |
| htg_setpoint | 0.27722862 |
| month | -0.87284464 |
| outdoor_humidity | 1.5190264 |
| outdoor_temperature | -0.9471933 |
| people_occupant | -0.6899604 |
| total_electricity_HVAC | -0.60562015 |
| wind_direction | -0.5546273 |
| wind_speed | -0.65581375 |
| observation/ | |
| HVAC_electricity_demand_rate | 259.0379 |
| air_humidity | 42.456497 |
| air_temperature | 21.107079 |
| clg_setpoint | 25.701712 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 18.907352 |
| month | 3.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 2.2182176 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 239771.58 |
| wind_direction | 125.0 |
| wind_speed | 3.35 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 19%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.63714 |
| air_humidity | -0.32596108 |
| air_temperature | -0.5580195 |
| clg_setpoint | 1.2482417 |
| co2_emission | 0.0 |
| day_of_month | -0.7456917 |
| diffuse_solar_radiation | -0.7356718 |
| direct_solar_radiation | -0.60443056 |
| hour | 1.5170836 |
| htg_setpoint | 0.30960113 |
| month | -0.87184125 |
| outdoor_humidity | 1.0627927 |
| outdoor_temperature | -0.76714355 |
| people_occupant | -0.68929577 |
| total_electricity_HVAC | -0.64350903 |
| wind_direction | -0.69643897 |
| wind_speed | 0.19150114 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 32.431473 |
| air_temperature | 21.830688 |
| clg_setpoint | 29.446682 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 19.041973 |
| month | 3.0 |
| outdoor_humidity | 90.5 |
| outdoor_temperature | 4.0021253 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 110.0 |
| wind_speed | 5.4 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 19%
| action_network/ | |
| Cooling_Setpoint_RL | 0.43535775 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.094334 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.08173 |
| air_humidity | -1.2214355 |
| air_temperature | 0.071588635 |
| clg_setpoint | 1.4615746 |
| co2_emission | 0.0 |
| day_of_month | -0.63157135 |
| diffuse_solar_radiation | -0.7357388 |
| direct_solar_radiation | -0.60441095 |
| hour | 1.6614062 |
| htg_setpoint | 1.2255116 |
| month | -0.8708414 |
| outdoor_humidity | -0.49152467 |
| outdoor_temperature | -0.8426353 |
| people_occupant | -0.688633 |
| total_electricity_HVAC | 2.2260609 |
| wind_direction | -1.6873183 |
| wind_speed | 1.2433851 |
| observation/ | |
| HVAC_electricity_demand_rate | 12361.659 |
| air_humidity | 20.9344 |
| air_temperature | 22.801113 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 22.801088 |
| month | 3.0 |
| outdoor_humidity | 58.0 |
| outdoor_temperature | 3.244313 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 12325163.0 |
| wind_direction | 5.0 |
| wind_speed | 7.95 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 19%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.63709486 |
| air_humidity | -0.15341033 |
| air_temperature | -1.2554458 |
| clg_setpoint | 1.4613984 |
| co2_emission | 0.0 |
| day_of_month | -0.40393993 |
| diffuse_solar_radiation | -0.73572856 |
| direct_solar_radiation | -0.60462785 |
| hour | -1.6612434 |
| htg_setpoint | -1.4067955 |
| month | -0.8698449 |
| outdoor_humidity | 0.083341576 |
| outdoor_temperature | -0.34514698 |
| people_occupant | -0.6888599 |
| total_electricity_HVAC | -0.6434247 |
| wind_direction | 0.53432894 |
| wind_speed | -0.45025793 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 34.619682 |
| air_temperature | 20.754278 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 12.0 |
| month | 3.0 |
| outdoor_humidity | 70.0 |
| outdoor_temperature | 8.186772 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 240.0 |
| wind_speed | 3.85 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 20%
| action_network/ | |
| Cooling_Setpoint_RL | 0.27398115 |
| Heating_Setpoint_RL | 0.44074154 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.549686 |
| Heating_Setpoint_RL | 20.104172 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5551984 |
| air_humidity | -0.6988574 |
| air_temperature | -1.9686923 |
| clg_setpoint | 1.4612032 |
| co2_emission | 0.0 |
| day_of_month | -0.28995344 |
| diffuse_solar_radiation | -0.7356973 |
| direct_solar_radiation | -0.6043968 |
| hour | -1.5166408 |
| htg_setpoint | -0.73563933 |
| month | -0.86885184 |
| outdoor_humidity | -1.0868429 |
| outdoor_temperature | -1.1442101 |
| people_occupant | -0.68908626 |
| total_electricity_HVAC | -0.56486 |
| wind_direction | 1.0533981 |
| wind_speed | 1.7950836 |
| observation/ | |
| HVAC_electricity_demand_rate | 457.1959 |
| air_humidity | 27.61133 |
| air_temperature | 19.654865 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 14.754097 |
| month | 3.0 |
| outdoor_humidity | 45.5 |
| outdoor_temperature | 0.23596129 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 413987.38 |
| wind_direction | 295.0 |
| wind_speed | 9.3 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 20%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.79146725 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 22.077003 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.2473726 |
| air_humidity | -1.2096407 |
| air_temperature | -1.0190308 |
| clg_setpoint | 0.84902143 |
| co2_emission | 0.0 |
| day_of_month | -0.17600591 |
| diffuse_solar_radiation | -0.73569 |
| direct_solar_radiation | -0.6046127 |
| hour | -1.3720732 |
| htg_setpoint | 1.2873112 |
| month | -0.86786216 |
| outdoor_humidity | -1.3465552 |
| outdoor_temperature | -1.2288032 |
| people_occupant | -0.689312 |
| total_electricity_HVAC | 3.0543535 |
| wind_direction | 1.4767679 |
| wind_speed | -0.43199447 |
| observation/ | |
| HVAC_electricity_demand_rate | 17636.604 |
| air_humidity | 21.039516 |
| air_temperature | 21.117588 |
| clg_setpoint | 28.420517 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 23.052681 |
| month | 3.0 |
| outdoor_humidity | 40.0 |
| outdoor_temperature | -0.61729634 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 15870956.0 |
| wind_direction | 340.0 |
| wind_speed | 3.9 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 20%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.43013096 |
| air_humidity | 0.101974085 |
| air_temperature | -1.186499 |
| clg_setpoint | 1.1794671 |
| co2_emission | 0.0 |
| day_of_month | -0.062078346 |
| diffuse_solar_radiation | -0.7356835 |
| direct_solar_radiation | -0.6046634 |
| hour | -1.2275342 |
| htg_setpoint | 0.45661667 |
| month | -0.8668759 |
| outdoor_humidity | 0.8266754 |
| outdoor_temperature | -0.556021 |
| people_occupant | -0.6895372 |
| total_electricity_HVAC | -0.5758391 |
| wind_direction | 0.957194 |
| wind_speed | -0.96753067 |
| observation/ | |
| HVAC_electricity_demand_rate | 1022.3079 |
| air_humidity | 37.85389 |
| air_temperature | 20.859148 |
| clg_setpoint | 29.273172 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 19.64404 |
| month | 3.0 |
| outdoor_humidity | 85.5 |
| outdoor_temperature | 6.0573907 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 366855.72 |
| wind_direction | 285.0 |
| wind_speed | 2.6 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 20%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.34036863 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.539574 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.5720068 |
| air_humidity | -1.6758404 |
| air_temperature | 0.36424047 |
| clg_setpoint | -1.1538435 |
| co2_emission | 0.0 |
| day_of_month | 0.05183996 |
| diffuse_solar_radiation | -0.7356789 |
| direct_solar_radiation | -0.6048779 |
| hour | -1.083018 |
| htg_setpoint | 1.3355705 |
| month | -0.86589295 |
| outdoor_humidity | -0.67557853 |
| outdoor_temperature | -0.8659492 |
| people_occupant | -0.6897618 |
| total_electricity_HVAC | 1.4597038 |
| wind_direction | -1.4063865 |
| wind_speed | -0.124289386 |
| observation/ | |
| HVAC_electricity_demand_rate | 10071.214 |
| air_humidity | 15.028764 |
| air_temperature | 23.250086 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 23.25 |
| month | 3.0 |
| outdoor_humidity | 54.0 |
| outdoor_temperature | 2.9792304 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 9064092.0 |
| wind_direction | 35.0 |
| wind_speed | 4.65 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 21%
| action_network/ | |
| Cooling_Setpoint_RL | -0.18309648 |
| Heating_Setpoint_RL | -0.1711537 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.00705 |
| Heating_Setpoint_RL | 16.66226 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.7238005 |
| air_humidity | -1.3153238 |
| air_temperature | -0.8251577 |
| clg_setpoint | 1.4604459 |
| co2_emission | 0.0 |
| day_of_month | 0.16575135 |
| diffuse_solar_radiation | -0.7355472 |
| direct_solar_radiation | -0.60434353 |
| hour | -0.9385195 |
| htg_setpoint | 0.8878668 |
| month | -0.86491334 |
| outdoor_humidity | 0.4448086 |
| outdoor_temperature | -1.379683 |
| people_occupant | -0.68910354 |
| total_electricity_HVAC | 0.3749776 |
| wind_direction | -1.6398947 |
| wind_speed | 0.3066051 |
| observation/ | |
| HVAC_electricity_demand_rate | 6244.892 |
| air_humidity | 19.620144 |
| air_temperature | 21.414331 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 21.414333 |
| month | 3.0 |
| outdoor_humidity | 77.5 |
| outdoor_temperature | -2.1379275 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4434418.0 |
| wind_direction | 10.0 |
| wind_speed | 5.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 21%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.7886938 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 22.061401 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.11313618 |
| air_humidity | -1.3921071 |
| air_temperature | -1.4311478 |
| clg_setpoint | 1.3952875 |
| co2_emission | 0.0 |
| day_of_month | 0.2796499 |
| diffuse_solar_radiation | -0.73556304 |
| direct_solar_radiation | -0.6041543 |
| hour | -0.7940343 |
| htg_setpoint | 0.1233094 |
| month | -0.863937 |
| outdoor_humidity | 1.087957 |
| outdoor_temperature | -1.4847658 |
| people_occupant | -0.68844706 |
| total_electricity_HVAC | -0.1451562 |
| wind_direction | -1.2590009 |
| wind_speed | -1.2983103 |
| observation/ | |
| HVAC_electricity_demand_rate | 2462.0015 |
| air_humidity | 18.599537 |
| air_temperature | 20.477922 |
| clg_setpoint | 29.832468 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 18.278755 |
| month | 3.0 |
| outdoor_humidity | 91.0 |
| outdoor_temperature | -3.2077413 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2213071.0 |
| wind_direction | 50.0 |
| wind_speed | 1.8 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 21%
| action_network/ | |
| Cooling_Setpoint_RL | 0.64705294 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.808804 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.35471871 |
| air_humidity | -0.45162916 |
| air_temperature | -0.8490974 |
| clg_setpoint | 0.8381345 |
| co2_emission | 0.0 |
| day_of_month | 0.39352158 |
| diffuse_solar_radiation | 0.32272336 |
| direct_solar_radiation | -0.6044014 |
| hour | -0.6495587 |
| htg_setpoint | -0.6501114 |
| month | -0.86296403 |
| outdoor_humidity | 1.4209267 |
| outdoor_temperature | -1.1338356 |
| people_occupant | -0.6886721 |
| total_electricity_HVAC | -0.37484935 |
| wind_direction | -1.4943943 |
| wind_speed | 0.5136605 |
| observation/ | |
| HVAC_electricity_demand_rate | 1369.0715 |
| air_humidity | 30.674643 |
| air_temperature | 21.37576 |
| clg_setpoint | 28.393806 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 102.0 |
| direct_solar_radiation | 0.0 |
| hour | 7.0 |
| htg_setpoint | 15.105541 |
| month | 3.0 |
| outdoor_humidity | 98.0 |
| outdoor_temperature | 0.26608014 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1230874.4 |
| wind_direction | 25.0 |
| wind_speed | 6.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 22%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.46201846 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.026146 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5671839 |
| air_humidity | -0.5095231 |
| air_temperature | 0.42039067 |
| clg_setpoint | -0.3559432 |
| co2_emission | 0.0 |
| day_of_month | 0.507344 |
| diffuse_solar_radiation | 1.1524438 |
| direct_solar_radiation | 1.5726118 |
| hour | -0.5050895 |
| htg_setpoint | -1.4071943 |
| month | -0.8619944 |
| outdoor_humidity | 0.060674302 |
| outdoor_temperature | -1.0389249 |
| people_occupant | 1.6947764 |
| total_electricity_HVAC | -0.58169216 |
| wind_direction | 0.06438395 |
| wind_speed | -0.32980102 |
| observation/ | |
| HVAC_electricity_demand_rate | 407.72552 |
| air_humidity | 29.929012 |
| air_temperature | 23.332655 |
| clg_setpoint | 25.310123 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 182.0 |
| direct_solar_radiation | 539.0 |
| hour | 8.0 |
| htg_setpoint | 12.0 |
| month | 3.0 |
| outdoor_humidity | 69.5 |
| outdoor_temperature | 1.1939071 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 346196.88 |
| wind_direction | 190.0 |
| wind_speed | 4.15 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 22%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.87769556 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.687963 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6003064 |
| air_humidity | 0.05129737 |
| air_temperature | 0.3663277 |
| clg_setpoint | -1.1537529 |
| co2_emission | 0.0 |
| day_of_month | 0.62108684 |
| diffuse_solar_radiation | 0.5299491 |
| direct_solar_radiation | -0.6046074 |
| hour | -0.36062422 |
| htg_setpoint | 0.011166101 |
| month | -0.8610279 |
| outdoor_humidity | -0.29827827 |
| outdoor_temperature | -0.29104933 |
| people_occupant | 1.6940496 |
| total_electricity_HVAC | -0.604004 |
| wind_direction | 0.9135476 |
| wind_speed | 1.4581841 |
| observation/ | |
| HVAC_electricity_demand_rate | 257.40704 |
| air_humidity | 37.12201 |
| air_temperature | 23.24915 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 122.0 |
| direct_solar_radiation | 0.0 |
| hour | 9.0 |
| htg_setpoint | 17.821281 |
| month | 3.0 |
| outdoor_humidity | 62.0 |
| outdoor_temperature | 8.621024 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 250343.0 |
| wind_direction | 280.0 |
| wind_speed | 8.5 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 22%
| action_network/ | |
| Cooling_Setpoint_RL | -0.8991209 |
| Heating_Setpoint_RL | -0.4262766 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.590467 |
| Heating_Setpoint_RL | 15.227194 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.46311972 |
| air_humidity | -1.1999189 |
| air_temperature | 0.36707 |
| clg_setpoint | -1.1536137 |
| co2_emission | 0.0 |
| day_of_month | 0.7347117 |
| diffuse_solar_radiation | 0.79912746 |
| direct_solar_radiation | 2.737337 |
| hour | -0.21616091 |
| htg_setpoint | -0.8359535 |
| month | -0.8600647 |
| outdoor_humidity | -2.0140269 |
| outdoor_temperature | -1.1814784 |
| people_occupant | 1.6933253 |
| total_electricity_HVAC | -0.47975615 |
| wind_direction | 1.2421402 |
| wind_speed | 2.4964628 |
| observation/ | |
| HVAC_electricity_demand_rate | 878.817 |
| air_humidity | 21.053976 |
| air_temperature | 23.249283 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 148.0 |
| direct_solar_radiation | 828.0 |
| hour | 10.0 |
| htg_setpoint | 14.34242 |
| month | 3.0 |
| outdoor_humidity | 26.0 |
| outdoor_temperature | -0.23897292 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 782284.3 |
| wind_direction | 315.0 |
| wind_speed | 11.05 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 22%
| action_network/ | |
| Cooling_Setpoint_RL | 0.40386537 |
| Heating_Setpoint_RL | -0.99111307 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.988045 |
| Heating_Setpoint_RL | 12.049989 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.527703 |
| air_humidity | -1.4467345 |
| air_temperature | -0.78348565 |
| clg_setpoint | 1.4611536 |
| co2_emission | 0.0 |
| day_of_month | 0.8481723 |
| diffuse_solar_radiation | 0.76843023 |
| direct_solar_radiation | 2.886131 |
| hour | -0.07169838 |
| htg_setpoint | 0.902074 |
| month | -0.85910475 |
| outdoor_humidity | -1.9126564 |
| outdoor_temperature | -0.71569026 |
| people_occupant | -0.68956685 |
| total_electricity_HVAC | -0.5183641 |
| wind_direction | 0.39216706 |
| wind_speed | 1.3475883 |
| observation/ | |
| HVAC_electricity_demand_rate | 586.4704 |
| air_humidity | 17.863663 |
| air_temperature | 21.475595 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 145.0 |
| direct_solar_radiation | 866.0 |
| hour | 11.0 |
| htg_setpoint | 21.475586 |
| month | 3.0 |
| outdoor_humidity | 28.0 |
| outdoor_temperature | 4.373279 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 617249.44 |
| wind_direction | 225.0 |
| wind_speed | 8.25 |
| train/ | |
| approx_kl | 0.008919124 |
| clip_fraction | 0.0887 |
| clip_range | 0.2 |
| entropy_loss | -2.64 |
| explained_variance | 0.722 |
| learning_rate | 0.0003 |
| loss | 0.846 |
| n_updates | 380 |
| policy_gradient_loss | -0.0136 |
| std | 0.907 |
| value_loss | 1.79 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 23%
| action_network/ | |
| Cooling_Setpoint_RL | -0.5202925 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.869013 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.63752955 |
| air_humidity | -1.2633187 |
| air_temperature | -0.58154064 |
| clg_setpoint | 1.0358133 |
| co2_emission | 0.0 |
| day_of_month | 0.9614148 |
| diffuse_solar_radiation | 0.76884574 |
| direct_solar_radiation | 2.8935852 |
| hour | 0.07276399 |
| htg_setpoint | -0.67880875 |
| month | -0.858148 |
| outdoor_humidity | -0.673827 |
| outdoor_temperature | -0.12040482 |
| people_occupant | -0.6889148 |
| total_electricity_HVAC | -0.6437817 |
| wind_direction | -0.03271239 |
| wind_speed | 0.07656902 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 20.182592 |
| air_temperature | 21.784725 |
| clg_setpoint | 28.903585 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 145.0 |
| direct_solar_radiation | 869.0 |
| hour | 12.0 |
| htg_setpoint | 14.98403 |
| month | 3.0 |
| outdoor_humidity | 54.0 |
| outdoor_temperature | 10.28274 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 180.0 |
| wind_speed | 5.15 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 23%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.062134482 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.974506 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6373637 |
| air_humidity | 0.33198068 |
| air_temperature | 1.4584978 |
| clg_setpoint | 0.14571542 |
| co2_emission | 0.0 |
| day_of_month | 1.0743777 |
| diffuse_solar_radiation | 0.7172369 |
| direct_solar_radiation | -0.6052687 |
| hour | 0.2172262 |
| htg_setpoint | -0.08476086 |
| month | -0.85719436 |
| outdoor_humidity | 1.5160539 |
| outdoor_temperature | -0.42518333 |
| people_occupant | 1.2185682 |
| total_electricity_HVAC | -0.6436076 |
| wind_direction | -0.032782257 |
| wind_speed | 0.4034846 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 40.6541 |
| air_temperature | 24.927399 |
| clg_setpoint | 26.606651 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 140.0 |
| direct_solar_radiation | 0.0 |
| hour | 13.0 |
| htg_setpoint | 17.421602 |
| month | 3.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 7.2508974 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 180.0 |
| wind_speed | 5.95 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 23%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.38923854 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.814466 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4833102 |
| air_humidity | 0.5139131 |
| air_temperature | 0.36935812 |
| clg_setpoint | -1.1538599 |
| co2_emission | 0.0 |
| day_of_month | 1.1869922 |
| diffuse_solar_radiation | 2.2841575 |
| direct_solar_radiation | 0.46996173 |
| hour | 0.36168766 |
| htg_setpoint | -1.4056785 |
| month | -0.85624397 |
| outdoor_humidity | 0.3714176 |
| outdoor_temperature | 0.08656222 |
| people_occupant | 1.694699 |
| total_electricity_HVAC | -0.49690175 |
| wind_direction | -0.41006628 |
| wind_speed | -0.33277452 |
| observation/ | |
| HVAC_electricity_demand_rate | 785.24695 |
| air_humidity | 43.000374 |
| air_temperature | 23.249296 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 291.0 |
| direct_solar_radiation | 267.0 |
| hour | 14.0 |
| htg_setpoint | 12.0 |
| month | 3.0 |
| outdoor_humidity | 76.0 |
| outdoor_temperature | 12.329594 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 706722.25 |
| wind_direction | 140.0 |
| wind_speed | 4.15 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 23%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.5556983 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 14.499197 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.36254397 |
| air_humidity | 1.3277662 |
| air_temperature | 0.369081 |
| clg_setpoint | -1.1535045 |
| co2_emission | 0.0 |
| day_of_month | 1.2991827 |
| diffuse_solar_radiation | 1.2251079 |
| direct_solar_radiation | 1.7109869 |
| hour | 0.5061471 |
| htg_setpoint | -0.22677037 |
| month | -0.85529673 |
| outdoor_humidity | -0.32020512 |
| outdoor_temperature | 0.89399236 |
| people_occupant | 1.693978 |
| total_electricity_HVAC | 0.31568176 |
| wind_direction | -1.7325526 |
| wind_speed | 0.6101667 |
| observation/ | |
| HVAC_electricity_demand_rate | 4621.4966 |
| air_humidity | 53.45567 |
| air_temperature | 23.248795 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 189.0 |
| direct_solar_radiation | 575.0 |
| hour | 15.0 |
| htg_setpoint | 16.840006 |
| month | 3.0 |
| outdoor_humidity | 61.5 |
| outdoor_temperature | 20.337914 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 4190225.2 |
| wind_direction | 0.0 |
| wind_speed | 6.45 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 24%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.98481244 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.08543 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5698811 |
| air_humidity | -0.24598105 |
| air_temperature | 0.88333875 |
| clg_setpoint | -0.8472193 |
| co2_emission | 0.0 |
| day_of_month | 1.410867 |
| diffuse_solar_radiation | 0.76765823 |
| direct_solar_radiation | -0.17015104 |
| hour | 0.6506027 |
| htg_setpoint | 0.5608044 |
| month | -0.8543526 |
| outdoor_humidity | -0.53437924 |
| outdoor_temperature | 0.021578478 |
| people_occupant | 1.6932592 |
| total_electricity_HVAC | -0.57166123 |
| wind_direction | -1.351681 |
| wind_speed | 1.6538028 |
| observation/ | |
| HVAC_electricity_demand_rate | 392.49097 |
| air_humidity | 33.267612 |
| air_temperature | 24.040762 |
| clg_setpoint | 24.04126 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 145.0 |
| direct_solar_radiation | 108.0 |
| hour | 16.0 |
| htg_setpoint | 20.074112 |
| month | 3.0 |
| outdoor_humidity | 57.0 |
| outdoor_temperature | 11.685258 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 386081.47 |
| wind_direction | 40.0 |
| wind_speed | 9.0 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 24%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.3198862 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.42436 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5977295 |
| air_humidity | -0.30390492 |
| air_temperature | 0.3692977 |
| clg_setpoint | -1.1531268 |
| co2_emission | 0.0 |
| day_of_month | 1.5219568 |
| diffuse_solar_radiation | -0.30083403 |
| direct_solar_radiation | 0.6581031 |
| hour | 0.795052 |
| htg_setpoint | -1.4060323 |
| month | -0.8534116 |
| outdoor_humidity | 0.5137614 |
| outdoor_temperature | -0.7214709 |
| people_occupant | 1.692543 |
| total_electricity_HVAC | -0.59265435 |
| wind_direction | -0.6424249 |
| wind_speed | 0.4035441 |
| observation/ | |
| HVAC_electricity_demand_rate | 265.82254 |
| air_humidity | 32.51967 |
| air_temperature | 23.24932 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 42.0 |
| direct_solar_radiation | 314.0 |
| hour | 17.0 |
| htg_setpoint | 12.0 |
| month | 3.0 |
| outdoor_humidity | 79.0 |
| outdoor_temperature | 4.312668 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 295719.8 |
| wind_direction | 115.0 |
| wind_speed | 5.95 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 24%
| action_network/ | |
| Cooling_Setpoint_RL | 0.25866795 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.498005 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.1469878 |
| air_humidity | -0.6947564 |
| air_temperature | 0.37058318 |
| clg_setpoint | 1.4594749 |
| co2_emission | 0.0 |
| day_of_month | 1.6323582 |
| diffuse_solar_radiation | -0.73673165 |
| direct_solar_radiation | -0.605105 |
| hour | 0.939492 |
| htg_setpoint | 1.3341733 |
| month | -0.85247374 |
| outdoor_humidity | 0.82296216 |
| outdoor_temperature | -0.5541714 |
| people_occupant | -0.6893754 |
| total_electricity_HVAC | 1.1432731 |
| wind_direction | -0.7829417 |
| wind_speed | -0.12937786 |
| observation/ | |
| HVAC_electricity_demand_rate | 8179.7183 |
| air_humidity | 27.508263 |
| air_temperature | 23.249933 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 23.25 |
| month | 3.0 |
| outdoor_humidity | 85.5 |
| outdoor_temperature | 5.9626803 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 7739041.5 |
| wind_direction | 100.0 |
| wind_speed | 4.65 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 25%
| action_network/ | |
| Cooling_Setpoint_RL | -0.31416395 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.564697 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.63706374 |
| air_humidity | 0.20979163 |
| air_temperature | -0.5425659 |
| clg_setpoint | 1.4580436 |
| co2_emission | 0.0 |
| day_of_month | 1.7419722 |
| diffuse_solar_radiation | -0.7367455 |
| direct_solar_radiation | -0.6045881 |
| hour | 1.083919 |
| htg_setpoint | -1.4062748 |
| month | -0.8515389 |
| outdoor_humidity | 1.5112015 |
| outdoor_temperature | -0.16276243 |
| people_occupant | -0.68872935 |
| total_electricity_HVAC | -0.6432732 |
| wind_direction | -1.676525 |
| wind_speed | -0.12945761 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 39.093258 |
| air_temperature | 21.844112 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 12.0 |
| month | 3.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 9.836324 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 5.0 |
| wind_speed | 4.65 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 25%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.59275484 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 20.959246 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6370975 |
| air_humidity | 0.2613606 |
| air_temperature | -0.058063578 |
| clg_setpoint | -1.0070043 |
| co2_emission | 0.0 |
| day_of_month | -1.669588 |
| diffuse_solar_radiation | -0.7368608 |
| direct_solar_radiation | -0.6041499 |
| hour | 1.2283288 |
| htg_setpoint | 0.55003184 |
| month | -0.56992936 |
| outdoor_humidity | 0.72466016 |
| outdoor_temperature | -0.4435094 |
| people_occupant | -0.4505707 |
| total_electricity_HVAC | -0.64328986 |
| wind_direction | 0.5402948 |
| wind_speed | -0.66237986 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 39.753246 |
| air_temperature | 22.589384 |
| clg_setpoint | 23.62974 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 20.034012 |
| month | 4.0 |
| outdoor_humidity | 83.5 |
| outdoor_temperature | 7.0503125 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 240.0 |
| wind_speed | 3.35 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 25%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.060640305 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.283897 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.63700634 |
| air_humidity | -0.88712084 |
| air_temperature | -0.71801716 |
| clg_setpoint | 1.457804 |
| co2_emission | 0.0 |
| day_of_month | -1.5524557 |
| diffuse_solar_radiation | -0.7369563 |
| direct_solar_radiation | -0.60437304 |
| hour | 1.3727165 |
| htg_setpoint | -1.4069848 |
| month | -0.56945086 |
| outdoor_humidity | -0.9659937 |
| outdoor_temperature | -0.6534308 |
| people_occupant | -0.6891709 |
| total_electricity_HVAC | -0.64318514 |
| wind_direction | 1.3873829 |
| wind_speed | 0.91741824 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 25.050768 |
| air_temperature | 21.575272 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 12.0 |
| month | 4.0 |
| outdoor_humidity | 48.0 |
| outdoor_temperature | 4.9693084 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 330.0 |
| wind_speed | 7.2 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 25%
| action_network/ | |
| Cooling_Setpoint_RL | -0.090402424 |
| Heating_Setpoint_RL | -0.27539977 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.319893 |
| Heating_Setpoint_RL | 16.075876 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5940332 |
| air_humidity | -0.50257885 |
| air_temperature | -0.9735211 |
| clg_setpoint | 0.23855783 |
| co2_emission | 0.0 |
| day_of_month | -1.4360291 |
| diffuse_solar_radiation | -0.7369072 |
| direct_solar_radiation | -0.6046257 |
| hour | 1.5170768 |
| htg_setpoint | -1.0161473 |
| month | -0.5689736 |
| outdoor_humidity | 0.15447639 |
| outdoor_temperature | -0.80493355 |
| people_occupant | -0.68939084 |
| total_electricity_HVAC | -0.60083663 |
| wind_direction | 0.34966743 |
| wind_speed | -0.45794305 |
| observation/ | |
| HVAC_electricity_demand_rate | 281.3955 |
| air_humidity | 29.956121 |
| air_temperature | 21.182518 |
| clg_setpoint | 26.847803 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 13.60458 |
| month | 4.0 |
| outdoor_humidity | 71.5 |
| outdoor_temperature | 3.465056 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 259364.83 |
| wind_direction | 220.0 |
| wind_speed | 3.85 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 26%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.025946409 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 17.479052 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.63675696 |
| air_humidity | -0.03037065 |
| air_temperature | -1.1201699 |
| clg_setpoint | 1.1083314 |
| co2_emission | 0.0 |
| day_of_month | -1.3201989 |
| diffuse_solar_radiation | -0.7370642 |
| direct_solar_radiation | -0.6048943 |
| hour | 1.6614038 |
| htg_setpoint | 0.1986636 |
| month | -0.5684975 |
| outdoor_humidity | 0.3216985 |
| outdoor_temperature | -0.42092988 |
| people_occupant | -0.68961024 |
| total_electricity_HVAC | -0.64292425 |
| wind_direction | 0.2550628 |
| wind_speed | -0.2528082 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 35.989017 |
| air_temperature | 20.957548 |
| clg_setpoint | 29.095644 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 18.591442 |
| month | 4.0 |
| outdoor_humidity | 75.0 |
| outdoor_temperature | 7.259791 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 210.0 |
| wind_speed | 4.35 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 26%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.648871 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 21.274899 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.636719 |
| air_humidity | 1.193778 |
| air_temperature | -0.33975738 |
| clg_setpoint | -0.52060175 |
| co2_emission | 0.0 |
| day_of_month | -1.0914499 |
| diffuse_solar_radiation | -0.7371448 |
| direct_solar_radiation | -0.6047195 |
| hour | -1.661246 |
| htg_setpoint | 0.15983003 |
| month | -0.5680226 |
| outdoor_humidity | 1.0843539 |
| outdoor_temperature | -0.014009457 |
| people_occupant | -0.6898291 |
| total_electricity_HVAC | -0.64289176 |
| wind_direction | 0.4907696 |
| wind_speed | -0.6634546 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 51.646923 |
| air_temperature | 22.15673 |
| clg_setpoint | 24.884039 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 18.433449 |
| month | 4.0 |
| outdoor_humidity | 91.0 |
| outdoor_temperature | 11.282523 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 235.0 |
| wind_speed | 3.35 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 26%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.19346988 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.713268 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.61463994 |
| air_humidity | 0.7288138 |
| air_temperature | 0.37225664 |
| clg_setpoint | 1.4570341 |
| co2_emission | 0.0 |
| day_of_month | -0.97655046 |
| diffuse_solar_radiation | -0.737228 |
| direct_solar_radiation | -0.6050637 |
| hour | -1.5166475 |
| htg_setpoint | 1.3332508 |
| month | -0.56754893 |
| outdoor_humidity | 0.17804259 |
| outdoor_temperature | 0.35790464 |
| people_occupant | -0.6891873 |
| total_electricity_HVAC | 0.7851972 |
| wind_direction | 0.5375217 |
| wind_speed | -0.868756 |
| observation/ | |
| HVAC_electricity_demand_rate | 5761.3057 |
| air_humidity | 45.711502 |
| air_temperature | 23.250118 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 4.0 |
| outdoor_humidity | 72.0 |
| outdoor_temperature | 14.959893 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 6201039.0 |
| wind_direction | 240.0 |
| wind_speed | 2.85 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 27%
| action_network/ | |
| Cooling_Setpoint_RL | 0.035144627 |
| Heating_Setpoint_RL | 0.15985674 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.743612 |
| Heating_Setpoint_RL | 18.524195 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4445078 |
| air_humidity | 0.12354594 |
| air_temperature | -0.5062029 |
| clg_setpoint | 0.46550447 |
| co2_emission | 0.0 |
| day_of_month | -0.86196107 |
| diffuse_solar_radiation | -0.73733264 |
| direct_solar_radiation | -0.6053058 |
| hour | -1.3720831 |
| htg_setpoint | 1.0054235 |
| month | -0.5670764 |
| outdoor_humidity | 0.059651062 |
| outdoor_temperature | 0.4288509 |
| people_occupant | -0.68854725 |
| total_electricity_HVAC | 0.022590213 |
| wind_direction | 0.4897526 |
| wind_speed | -0.6633242 |
| observation/ | |
| HVAC_electricity_demand_rate | 956.24603 |
| air_humidity | 37.97175 |
| air_temperature | 21.902847 |
| clg_setpoint | 27.439056 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 21.902878 |
| month | 4.0 |
| outdoor_humidity | 69.5 |
| outdoor_temperature | 15.668783 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2928903.0 |
| wind_direction | 235.0 |
| wind_speed | 3.35 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 27%
| action_network/ | |
| Cooling_Setpoint_RL | -0.6861645 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.309195 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.63639593 |
| air_humidity | 1.3506943 |
| air_temperature | -0.30162695 |
| clg_setpoint | 1.4556293 |
| co2_emission | 0.0 |
| day_of_month | -0.7476144 |
| diffuse_solar_radiation | -0.73738784 |
| direct_solar_radiation | -0.6055099 |
| hour | -1.2275462 |
| htg_setpoint | 0.2287747 |
| month | -0.5666051 |
| outdoor_humidity | 1.323458 |
| outdoor_temperature | -0.01062623 |
| people_occupant | -0.68876654 |
| total_electricity_HVAC | -0.64259 |
| wind_direction | 0.06448685 |
| wind_speed | -0.9716038 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 53.670223 |
| air_temperature | 22.217367 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 18.714508 |
| month | 4.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 11.336378 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 190.0 |
| wind_speed | 2.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 27%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.3880141 |
| air_humidity | 0.9979105 |
| air_temperature | 0.37144926 |
| clg_setpoint | -0.46880397 |
| co2_emission | 0.0 |
| day_of_month | -0.6334518 |
| diffuse_solar_radiation | -0.73748213 |
| direct_solar_radiation | -0.6056728 |
| hour | -1.0830317 |
| htg_setpoint | 1.3331054 |
| month | -0.5661349 |
| outdoor_humidity | 1.0364974 |
| outdoor_temperature | 0.16387601 |
| people_occupant | -0.6889853 |
| total_electricity_HVAC | 1.6946852 |
| wind_direction | 0.44268715 |
| wind_speed | -0.76524913 |
| observation/ | |
| HVAC_electricity_demand_rate | 9258.462 |
| air_humidity | 49.18654 |
| air_temperature | 23.249992 |
| clg_setpoint | 25.022655 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 23.25 |
| month | 4.0 |
| outdoor_humidity | 90.0 |
| outdoor_temperature | 13.062924 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 10090787.0 |
| wind_direction | 230.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 28%
| action_network/ | |
| Cooling_Setpoint_RL | 0.71597064 |
| Heating_Setpoint_RL | 0.29770356 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.0414 |
| Heating_Setpoint_RL | 19.299582 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6365079 |
| air_humidity | -0.86525095 |
| air_temperature | -1.5420532 |
| clg_setpoint | 1.4551352 |
| co2_emission | 0.0 |
| day_of_month | -0.51942354 |
| diffuse_solar_radiation | -0.65459126 |
| direct_solar_radiation | -0.5335466 |
| hour | -0.9385342 |
| htg_setpoint | -0.2459533 |
| month | -0.5656659 |
| outdoor_humidity | -1.2030478 |
| outdoor_temperature | -0.64766246 |
| people_occupant | -0.68920356 |
| total_electricity_HVAC | -0.6427034 |
| wind_direction | 1.1980758 |
| wind_speed | 1.5544963 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 25.368425 |
| air_temperature | 20.316088 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 8.0 |
| direct_solar_radiation | 18.0 |
| hour | 5.0 |
| htg_setpoint | 16.762035 |
| month | 4.0 |
| outdoor_humidity | 43.0 |
| outdoor_temperature | 5.0614157 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 310.0 |
| wind_speed | 8.75 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 28%
| action_network/ | |
| Cooling_Setpoint_RL | -0.23128095 |
| Heating_Setpoint_RL | -0.4723394 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.844427 |
| Heating_Setpoint_RL | 14.968091 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.9202924 |
| air_humidity | -1.9155451 |
| air_temperature | -0.029964743 |
| clg_setpoint | 0.08198423 |
| co2_emission | 0.0 |
| day_of_month | -0.40548798 |
| diffuse_solar_radiation | -0.30183205 |
| direct_solar_radiation | 1.5224392 |
| hour | -0.79404974 |
| htg_setpoint | 1.1847646 |
| month | -0.56519806 |
| outdoor_humidity | -1.5307505 |
| outdoor_temperature | -0.7335743 |
| people_occupant | -0.68942124 |
| total_electricity_HVAC | 0.9008324 |
| wind_direction | 1.4321446 |
| wind_speed | 0.914621 |
| observation/ | |
| HVAC_electricity_demand_rate | 7136.3306 |
| air_humidity | 11.889898 |
| air_temperature | 22.633986 |
| clg_setpoint | 26.447678 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 42.0 |
| direct_solar_radiation | 530.0 |
| hour | 6.0 |
| htg_setpoint | 22.635876 |
| month | 4.0 |
| outdoor_humidity | 36.0 |
| outdoor_temperature | 4.215342 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 6687103.0 |
| wind_direction | 335.0 |
| wind_speed | 7.2 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 28%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.63625044 |
| air_humidity | -1.581515 |
| air_temperature | -0.22182426 |
| clg_setpoint | -1.1533833 |
| co2_emission | 0.0 |
| day_of_month | -0.29161185 |
| diffuse_solar_radiation | 0.48747802 |
| direct_solar_radiation | -0.6064002 |
| hour | -0.6495745 |
| htg_setpoint | -1.4041685 |
| month | -0.5647314 |
| outdoor_humidity | -0.76648355 |
| outdoor_temperature | -0.45797205 |
| people_occupant | -0.68963844 |
| total_electricity_HVAC | -0.64244956 |
| wind_direction | 0.4870592 |
| wind_speed | -0.8693017 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 16.111183 |
| air_temperature | 22.340374 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 118.0 |
| direct_solar_radiation | 0.0 |
| hour | 7.0 |
| htg_setpoint | 12.0 |
| month | 4.0 |
| outdoor_humidity | 52.0 |
| outdoor_temperature | 6.9312377 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 235.0 |
| wind_speed | 2.85 |
| train/ | |
| approx_kl | 0.0077979076 |
| clip_fraction | 0.0744 |
| clip_range | 0.2 |
| entropy_loss | -2.64 |
| explained_variance | 0.482 |
| learning_rate | 0.0003 |
| loss | 0.505 |
| n_updates | 390 |
| policy_gradient_loss | -0.0107 |
| std | 0.907 |
| value_loss | 1.69 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 28%
| action_network/ | |
| Cooling_Setpoint_RL | 0.5069505 |
| Heating_Setpoint_RL | 0.64353824 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.335958 |
| Heating_Setpoint_RL | 21.244904 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.96187264 |
| air_humidity | -1.2468516 |
| air_temperature | 0.37245473 |
| clg_setpoint | 1.4548271 |
| co2_emission | 0.0 |
| day_of_month | -0.17777005 |
| diffuse_solar_radiation | 2.1377308 |
| direct_solar_radiation | -0.23286538 |
| hour | -0.50510544 |
| htg_setpoint | 1.3340017 |
| month | -0.5642659 |
| outdoor_humidity | 0.3012216 |
| outdoor_temperature | -0.47399044 |
| people_occupant | -0.6890025 |
| total_electricity_HVAC | 1.0692334 |
| wind_direction | -1.0714875 |
| wind_speed | 0.7100237 |
| observation/ | |
| HVAC_electricity_demand_rate | 7323.791 |
| air_humidity | 20.372469 |
| air_temperature | 23.249931 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 277.0 |
| direct_solar_radiation | 93.0 |
| hour | 8.0 |
| htg_setpoint | 23.25 |
| month | 4.0 |
| outdoor_humidity | 74.5 |
| outdoor_temperature | 6.7680593 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 7408094.5 |
| wind_direction | 70.0 |
| wind_speed | 6.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 29%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.3251558 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.795999 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.26223418 |
| air_humidity | -0.09302583 |
| air_temperature | 0.3729529 |
| clg_setpoint | -1.1545826 |
| co2_emission | 0.0 |
| day_of_month | -0.0639455 |
| diffuse_solar_radiation | 1.0057725 |
| direct_solar_radiation | -0.6060645 |
| hour | -0.3606402 |
| htg_setpoint | 0.07057632 |
| month | -0.5638015 |
| outdoor_humidity | 1.4407144 |
| outdoor_temperature | -0.5486909 |
| people_occupant | 1.6957397 |
| total_electricity_HVAC | -0.2661919 |
| wind_direction | -0.55116636 |
| wind_speed | -0.13073462 |
| observation/ | |
| HVAC_electricity_demand_rate | 1779.8298 |
| air_humidity | 35.147705 |
| air_temperature | 23.249887 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 168.0 |
| direct_solar_radiation | 0.0 |
| hour | 9.0 |
| htg_setpoint | 18.05927 |
| month | 4.0 |
| outdoor_humidity | 98.5 |
| outdoor_temperature | 6.030054 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1688770.0 |
| wind_direction | 125.0 |
| wind_speed | 4.65 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 29%
| action_network/ | |
| Cooling_Setpoint_RL | -0.94196606 |
| Heating_Setpoint_RL | -0.85155493 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.445864 |
| Heating_Setpoint_RL | 12.835004 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.014161675 |
| air_humidity | 0.6347553 |
| air_temperature | 0.37252185 |
| clg_setpoint | -1.154198 |
| co2_emission | 0.0 |
| day_of_month | 0.04987081 |
| diffuse_solar_radiation | 0.5909082 |
| direct_solar_radiation | 2.9235673 |
| hour | -0.21617688 |
| htg_setpoint | -0.9187195 |
| month | -0.5633383 |
| outdoor_humidity | -0.8165123 |
| outdoor_temperature | 0.73972815 |
| people_occupant | 1.6950336 |
| total_electricity_HVAC | 0.004485893 |
| wind_direction | 0.86705273 |
| wind_speed | 0.81397164 |
| observation/ | |
| HVAC_electricity_demand_rate | 2901.9634 |
| air_humidity | 44.49078 |
| air_temperature | 23.249231 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 128.0 |
| direct_solar_radiation | 880.0 |
| hour | 10.0 |
| htg_setpoint | 13.996082 |
| month | 4.0 |
| outdoor_humidity | 51.0 |
| outdoor_temperature | 18.709087 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2846827.5 |
| wind_direction | 275.0 |
| wind_speed | 6.95 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 29%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4644387 |
| air_humidity | 0.8206512 |
| air_temperature | 0.37223342 |
| clg_setpoint | -1.1538327 |
| co2_emission | 0.0 |
| day_of_month | 0.16367997 |
| diffuse_solar_radiation | 1.9197246 |
| direct_solar_radiation | -0.60592985 |
| hour | -0.07171432 |
| htg_setpoint | 0.6828662 |
| month | -0.5628762 |
| outdoor_humidity | 0.51306635 |
| outdoor_temperature | 0.16038142 |
| people_occupant | 1.2176818 |
| total_electricity_HVAC | -0.47895053 |
| wind_direction | -1.3082101 |
| wind_speed | -0.35602874 |
| observation/ | |
| HVAC_electricity_demand_rate | 863.33167 |
| air_humidity | 46.883293 |
| air_temperature | 23.248934 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 256.0 |
| direct_solar_radiation | 0.0 |
| hour | 11.0 |
| htg_setpoint | 20.576445 |
| month | 4.0 |
| outdoor_humidity | 79.0 |
| outdoor_temperature | 13.013712 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 776998.5 |
| wind_direction | 45.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 29%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.49203706 |
| air_humidity | -0.006733925 |
| air_temperature | 0.37260523 |
| clg_setpoint | -1.1534323 |
| co2_emission | 0.0 |
| day_of_month | 0.2774751 |
| diffuse_solar_radiation | 1.9089521 |
| direct_solar_radiation | -0.6054147 |
| hour | 0.072748095 |
| htg_setpoint | 1.3328537 |
| month | -0.56241524 |
| outdoor_humidity | 0.13204497 |
| outdoor_temperature | -0.3163241 |
| people_occupant | 0.26390785 |
| total_electricity_HVAC | -0.50520205 |
| wind_direction | -1.2122964 |
| wind_speed | 0.50635475 |
| observation/ | |
| HVAC_electricity_demand_rate | 738.3638 |
| air_humidity | 36.29381 |
| air_temperature | 23.249445 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 255.0 |
| direct_solar_radiation | 0.0 |
| hour | 12.0 |
| htg_setpoint | 23.25 |
| month | 4.0 |
| outdoor_humidity | 71.0 |
| outdoor_temperature | 8.323363 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 664527.4 |
| wind_direction | 55.0 |
| wind_speed | 6.2 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 30%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4540271 |
| air_humidity | -0.93326366 |
| air_temperature | 0.37270606 |
| clg_setpoint | -1.1527444 |
| co2_emission | 0.0 |
| day_of_month | 0.39124146 |
| diffuse_solar_radiation | 1.7934695 |
| direct_solar_radiation | 1.9625338 |
| hour | 0.21721035 |
| htg_setpoint | 0.33339444 |
| month | -0.56195545 |
| outdoor_humidity | -0.8653037 |
| outdoor_temperature | -0.23868188 |
| people_occupant | 1.2166649 |
| total_electricity_HVAC | -0.4690231 |
| wind_direction | -0.4545247 |
| wind_speed | 0.0956412 |
| observation/ | |
| HVAC_electricity_demand_rate | 910.05884 |
| air_humidity | 24.42768 |
| air_temperature | 23.24952 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 244.0 |
| direct_solar_radiation | 640.0 |
| hour | 13.0 |
| htg_setpoint | 19.144764 |
| month | 4.0 |
| outdoor_humidity | 50.0 |
| outdoor_temperature | 9.080789 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 819053.0 |
| wind_direction | 135.0 |
| wind_speed | 5.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 30%
| action_network/ | |
| Cooling_Setpoint_RL | 0.48549697 |
| Heating_Setpoint_RL | 0.18416002 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.263552 |
| Heating_Setpoint_RL | 18.6609 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.43075666 |
| air_humidity | -0.5904428 |
| air_temperature | 0.3732677 |
| clg_setpoint | 0.3031474 |
| co2_emission | 0.0 |
| day_of_month | 0.5049565 |
| diffuse_solar_radiation | 1.3361337 |
| direct_solar_radiation | -0.605074 |
| hour | 0.36167186 |
| htg_setpoint | 1.3321648 |
| month | -0.56149673 |
| outdoor_humidity | 0.70287347 |
| outdoor_temperature | -0.24897438 |
| people_occupant | -0.68945104 |
| total_electricity_HVAC | 0.686933 |
| wind_direction | -0.7377604 |
| wind_speed | -0.25358105 |
| observation/ | |
| HVAC_electricity_demand_rate | 4912.827 |
| air_humidity | 28.811193 |
| air_temperature | 23.249903 |
| clg_setpoint | 27.018457 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 200.0 |
| direct_solar_radiation | 0.0 |
| hour | 14.0 |
| htg_setpoint | 23.25 |
| month | 4.0 |
| outdoor_humidity | 83.0 |
| outdoor_temperature | 8.977189 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 5765721.0 |
| wind_direction | 105.0 |
| wind_speed | 4.35 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 30%
| action_network/ | |
| Cooling_Setpoint_RL | 0.3534952 |
| Heating_Setpoint_RL | -0.70910597 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.818047 |
| Heating_Setpoint_RL | 13.636279 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.63573843 |
| air_humidity | -0.033656828 |
| air_temperature | -1.076802 |
| clg_setpoint | 1.4532491 |
| co2_emission | 0.0 |
| day_of_month | 0.61858976 |
| diffuse_solar_radiation | 0.52685744 |
| direct_solar_radiation | -0.60456187 |
| hour | 0.5061315 |
| htg_setpoint | -1.4055082 |
| month | -0.5610392 |
| outdoor_humidity | 1.2719024 |
| outdoor_temperature | -0.3261558 |
| people_occupant | -0.68882096 |
| total_electricity_HVAC | -0.641928 |
| wind_direction | 1.2965147 |
| wind_speed | 0.6081065 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 35.934418 |
| air_temperature | 21.033495 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 122.0 |
| direct_solar_radiation | 0.0 |
| hour | 15.0 |
| htg_setpoint | 12.0 |
| month | 4.0 |
| outdoor_humidity | 95.0 |
| outdoor_temperature | 8.216948 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 320.0 |
| wind_speed | 6.45 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 31%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.36116955 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.593421 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.489009 |
| air_humidity | -0.28838947 |
| air_temperature | 0.37424228 |
| clg_setpoint | -1.1534983 |
| co2_emission | 0.0 |
| day_of_month | 0.7321033 |
| diffuse_solar_radiation | 1.5428774 |
| direct_solar_radiation | -0.50374204 |
| hour | 0.65058726 |
| htg_setpoint | -1.4054531 |
| month | -0.56058276 |
| outdoor_humidity | -0.39241284 |
| outdoor_temperature | -0.087057665 |
| people_occupant | 1.6949567 |
| total_electricity_HVAC | -0.5023103 |
| wind_direction | 0.7285112 |
| wind_speed | 1.5515428 |
| observation/ | |
| HVAC_electricity_demand_rate | 750.77936 |
| air_humidity | 32.67678 |
| air_temperature | 23.249405 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 220.0 |
| direct_solar_radiation | 25.0 |
| hour | 16.0 |
| htg_setpoint | 12.0 |
| month | 4.0 |
| outdoor_humidity | 60.0 |
| outdoor_temperature | 10.5581665 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 675701.44 |
| wind_direction | 260.0 |
| wind_speed | 8.75 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 31%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.44293392 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.133497 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4439039 |
| air_humidity | 0.12200961 |
| air_temperature | 0.37383524 |
| clg_setpoint | -1.1528696 |
| co2_emission | 0.0 |
| day_of_month | 0.84545153 |
| diffuse_solar_radiation | -0.25153193 |
| direct_solar_radiation | 1.3574939 |
| hour | 0.79503703 |
| htg_setpoint | -1.4049448 |
| month | -0.5601274 |
| outdoor_humidity | -0.36849308 |
| outdoor_temperature | 0.20848253 |
| people_occupant | 1.6942582 |
| total_electricity_HVAC | -0.45937636 |
| wind_direction | 0.113209546 |
| wind_speed | 1.551449 |
| observation/ | |
| HVAC_electricity_demand_rate | 953.9589 |
| air_humidity | 37.923183 |
| air_temperature | 23.248552 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 47.0 |
| direct_solar_radiation | 489.0 |
| hour | 17.0 |
| htg_setpoint | 12.0 |
| month | 4.0 |
| outdoor_humidity | 60.5 |
| outdoor_temperature | 13.457158 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 858563.06 |
| wind_direction | 195.0 |
| wind_speed | 8.75 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 31%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6311363 |
| air_humidity | 0.9432375 |
| air_temperature | 0.3744445 |
| clg_setpoint | -1.1524911 |
| co2_emission | 0.0 |
| day_of_month | 0.95858145 |
| diffuse_solar_radiation | -0.6459822 |
| direct_solar_radiation | -0.6041004 |
| hour | 0.9394777 |
| htg_setpoint | -0.98895925 |
| month | -0.55967313 |
| outdoor_humidity | 1.08131 |
| outdoor_temperature | -0.13051945 |
| people_occupant | 0.5021222 |
| total_electricity_HVAC | -0.6375177 |
| wind_direction | 0.20819986 |
| wind_speed | -0.35882285 |
| observation/ | |
| HVAC_electricity_demand_rate | 106.239105 |
| air_humidity | 48.416946 |
| air_temperature | 23.2496 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 9.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 13.710796 |
| month | 4.0 |
| outdoor_humidity | 91.0 |
| outdoor_temperature | 10.133101 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 95615.195 |
| wind_direction | 205.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 31%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.4132152 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.300665 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.63541216 |
| air_humidity | 0.108271666 |
| air_temperature | 0.3745042 |
| clg_setpoint | -1.1520407 |
| co2_emission | 0.0 |
| day_of_month | 1.0714328 |
| diffuse_solar_radiation | -0.7395182 |
| direct_solar_radiation | -0.60444 |
| hour | 1.0839058 |
| htg_setpoint | -0.6627053 |
| month | -0.55922 |
| outdoor_humidity | -0.34565613 |
| outdoor_temperature | 0.23975825 |
| people_occupant | -0.45137513 |
| total_electricity_HVAC | -0.64157903 |
| wind_direction | 0.06608511 |
| wind_speed | -0.46152288 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 37.762146 |
| air_temperature | 23.249796 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 15.050469 |
| month | 4.0 |
| outdoor_humidity | 61.0 |
| outdoor_temperature | 13.762642 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 190.0 |
| wind_speed | 3.85 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 32%
| action_network/ | |
| Cooling_Setpoint_RL | 0.80438656 |
| Heating_Setpoint_RL | -0.09783998 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.339806 |
| Heating_Setpoint_RL | 17.07465 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.63542354 |
| air_humidity | 0.37429547 |
| air_temperature | 0.1540419 |
| clg_setpoint | -0.2723294 |
| co2_emission | 0.0 |
| day_of_month | 1.1839387 |
| diffuse_solar_radiation | -0.7393696 |
| direct_solar_radiation | -0.6046932 |
| hour | 1.2283171 |
| htg_setpoint | 0.19667658 |
| month | -0.558768 |
| outdoor_humidity | -0.13161807 |
| outdoor_temperature | 0.2584605 |
| people_occupant | -0.45162952 |
| total_electricity_HVAC | -0.6415859 |
| wind_direction | 0.11395857 |
| wind_speed | 1.2449815 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 41.16007 |
| air_temperature | 22.91361 |
| clg_setpoint | 25.527302 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 18.582073 |
| month | 4.0 |
| outdoor_humidity | 65.5 |
| outdoor_temperature | 13.946828 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 195.0 |
| wind_speed | 8.0 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 32%
| action_network/ | |
| Cooling_Setpoint_RL | 0.16989298 |
| Heating_Setpoint_RL | 0.25973523 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.19839 |
| Heating_Setpoint_RL | 19.08601 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.63518703 |
| air_humidity | 0.8761693 |
| air_temperature | -0.19326735 |
| clg_setpoint | -0.53849196 |
| co2_emission | 0.0 |
| day_of_month | 1.2960253 |
| diffuse_solar_radiation | -0.7393523 |
| direct_solar_radiation | -0.60477036 |
| hour | 1.3727071 |
| htg_setpoint | -1.4047642 |
| month | -0.55831707 |
| outdoor_humidity | 0.81972927 |
| outdoor_temperature | 0.19156455 |
| people_occupant | -0.6892669 |
| total_electricity_HVAC | -0.6413783 |
| wind_direction | -0.17034037 |
| wind_speed | -1.2009412 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 47.568386 |
| air_temperature | 22.38395 |
| clg_setpoint | 24.837578 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 12.0 |
| month | 4.0 |
| outdoor_humidity | 85.5 |
| outdoor_temperature | 13.294001 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 165.0 |
| wind_speed | 2.05 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 32%
| action_network/ | |
| Cooling_Setpoint_RL | -0.26897448 |
| Heating_Setpoint_RL | -0.67836857 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.71721 |
| Heating_Setpoint_RL | 13.809176 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.63494515 |
| air_humidity | -0.5583141 |
| air_temperature | -0.48796934 |
| clg_setpoint | 1.2488188 |
| co2_emission | 0.0 |
| day_of_month | 1.4076123 |
| diffuse_solar_radiation | -0.7395054 |
| direct_solar_radiation | -0.60502815 |
| hour | 1.5170705 |
| htg_setpoint | -0.9205653 |
| month | -0.5578672 |
| outdoor_humidity | 0.05858534 |
| outdoor_temperature | -0.22983517 |
| people_occupant | -0.6886425 |
| total_electricity_HVAC | -0.6411317 |
| wind_direction | -0.7848347 |
| wind_speed | -0.4608623 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 29.272997 |
| air_temperature | 21.935228 |
| clg_setpoint | 29.468178 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 13.989355 |
| month | 4.0 |
| outdoor_humidity | 69.5 |
| outdoor_temperature | 9.173075 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 100.0 |
| wind_speed | 3.85 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 32%
| action_network/ | |
| Cooling_Setpoint_RL | 0.46757904 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.20308 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.0306711 |
| air_humidity | 0.8015346 |
| air_temperature | -0.25192502 |
| clg_setpoint | 1.4543006 |
| co2_emission | 0.0 |
| day_of_month | 1.5186139 |
| diffuse_solar_radiation | -0.7396353 |
| direct_solar_radiation | -0.6045466 |
| hour | 1.6614014 |
| htg_setpoint | 1.1000646 |
| month | -0.55741847 |
| outdoor_humidity | 0.9154809 |
| outdoor_temperature | -0.002333144 |
| people_occupant | -0.6888563 |
| total_electricity_HVAC | 1.2858453 |
| wind_direction | -0.5000537 |
| wind_speed | -1.1806195 |
| observation/ | |
| HVAC_electricity_demand_rate | 7611.363 |
| air_humidity | 46.60981 |
| air_temperature | 22.295095 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 22.295076 |
| month | 4.0 |
| outdoor_humidity | 87.5 |
| outdoor_temperature | 11.397329 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 8314892.0 |
| wind_direction | 130.0 |
| wind_speed | 2.1 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 33%
| action_network/ | |
| Cooling_Setpoint_RL | 0.5501729 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.481834 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.63472563 |
| air_humidity | 1.7546513 |
| air_temperature | -0.5639189 |
| clg_setpoint | 0.40359104 |
| co2_emission | 0.0 |
| day_of_month | -1.6728709 |
| diffuse_solar_radiation | -0.7397537 |
| direct_solar_radiation | -0.60412955 |
| hour | -1.6612482 |
| htg_setpoint | -1.4051752 |
| month | -0.27246124 |
| outdoor_humidity | 0.794585 |
| outdoor_temperature | -0.11848311 |
| people_occupant | -0.6890696 |
| total_electricity_HVAC | -0.6409231 |
| wind_direction | -1.4467392 |
| wind_speed | -1.1999285 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 58.790718 |
| air_temperature | 21.820587 |
| clg_setpoint | 27.27731 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 12.0 |
| month | 5.0 |
| outdoor_humidity | 85.0 |
| outdoor_temperature | 10.264981 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 30.0 |
| wind_speed | 2.05 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 33%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.3084381 |
| air_humidity | -0.9857554 |
| air_temperature | 0.37505376 |
| clg_setpoint | 0.231789 |
| co2_emission | 0.0 |
| day_of_month | -1.5552869 |
| diffuse_solar_radiation | -0.73970944 |
| direct_solar_radiation | -0.60430753 |
| hour | -1.5166538 |
| htg_setpoint | 1.33165 |
| month | -0.2722821 |
| outdoor_humidity | -0.7749592 |
| outdoor_temperature | -0.38803917 |
| people_occupant | -0.6892824 |
| total_electricity_HVAC | 1.2072117 |
| wind_direction | -1.4450135 |
| wind_speed | -0.35615855 |
| observation/ | |
| HVAC_electricity_demand_rate | 8861.34 |
| air_humidity | 23.839153 |
| air_temperature | 23.250195 |
| clg_setpoint | 26.832016 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 5.0 |
| outdoor_humidity | 52.0 |
| outdoor_temperature | 7.634394 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 7975205.5 |
| wind_direction | 30.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 34%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.92136645 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 22.807686 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6348172 |
| air_humidity | -0.14642063 |
| air_temperature | -0.70782995 |
| clg_setpoint | 1.4545299 |
| co2_emission | 0.0 |
| day_of_month | -1.4384501 |
| diffuse_solar_radiation | -0.73989546 |
| direct_solar_radiation | -0.60467416 |
| hour | -1.3720922 |
| htg_setpoint | -0.2861992 |
| month | -0.27210328 |
| outdoor_humidity | -0.2263933 |
| outdoor_temperature | -0.013735506 |
| people_occupant | -0.68949467 |
| total_electricity_HVAC | -0.64100343 |
| wind_direction | -1.3484766 |
| wind_speed | 1.8655626 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 34.535442 |
| air_temperature | 21.603186 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 16.60061 |
| month | 5.0 |
| outdoor_humidity | 63.5 |
| outdoor_temperature | 11.291092 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 40.0 |
| wind_speed | 9.5 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 34%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.9251137 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 22.828764 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.88396865 |
| air_humidity | -0.10921508 |
| air_temperature | 0.37418053 |
| clg_setpoint | 1.4540149 |
| co2_emission | 0.0 |
| day_of_month | -1.322249 |
| diffuse_solar_radiation | -0.740122 |
| direct_solar_radiation | -0.6041879 |
| hour | -1.2275577 |
| htg_setpoint | 1.331509 |
| month | -0.27192482 |
| outdoor_humidity | 1.320511 |
| outdoor_temperature | -0.08436953 |
| people_occupant | -0.6897065 |
| total_electricity_HVAC | 1.1062013 |
| wind_direction | -1.7241727 |
| wind_speed | 0.1964861 |
| observation/ | |
| HVAC_electricity_demand_rate | 6939.813 |
| air_humidity | 35.013405 |
| air_temperature | 23.24987 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 23.25 |
| month | 5.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 10.60522 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 7539092.0 |
| wind_direction | 0.0 |
| wind_speed | 5.45 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 34%
| action_network/ | |
| Cooling_Setpoint_RL | -0.92258215 |
| Heating_Setpoint_RL | 0.40684044 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.511286 |
| Heating_Setpoint_RL | 19.913477 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6346512 |
| air_humidity | 1.0938468 |
| air_temperature | -0.065304905 |
| clg_setpoint | -1.1517898 |
| co2_emission | 0.0 |
| day_of_month | -1.2065825 |
| diffuse_solar_radiation | -0.7402606 |
| direct_solar_radiation | -0.60370207 |
| hour | -1.0830445 |
| htg_setpoint | 0.65263706 |
| month | -0.27174672 |
| outdoor_humidity | 1.3668196 |
| outdoor_temperature | 0.0877912 |
| people_occupant | -0.68908596 |
| total_electricity_HVAC | -0.64084965 |
| wind_direction | 1.3037196 |
| wind_speed | -1.4259578 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 50.35105 |
| air_temperature | 22.581318 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 20.462742 |
| month | 5.0 |
| outdoor_humidity | 97.0 |
| outdoor_temperature | 12.285915 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 320.0 |
| wind_speed | 1.5 |
| train/ | |
| approx_kl | 0.010086173 |
| clip_fraction | 0.0955 |
| clip_range | 0.2 |
| entropy_loss | -2.63 |
| explained_variance | 0.485 |
| learning_rate | 0.0003 |
| loss | 0.322 |
| n_updates | 400 |
| policy_gradient_loss | -0.0136 |
| std | 0.9 |
| value_loss | 0.885 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 34%
| action_network/ | |
| Cooling_Setpoint_RL | 0.81697536 |
| Heating_Setpoint_RL | 0.07660651 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.382292 |
| Heating_Setpoint_RL | 18.055912 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.63448656 |
| air_humidity | 1.3630806 |
| air_temperature | -0.2561955 |
| clg_setpoint | -0.14497554 |
| co2_emission | 0.0 |
| day_of_month | -1.0913599 |
| diffuse_solar_radiation | -0.057730656 |
| direct_solar_radiation | -0.50310236 |
| hour | -0.9385481 |
| htg_setpoint | 0.6795175 |
| month | -0.27156895 |
| outdoor_humidity | 1.1039147 |
| outdoor_temperature | 0.16615081 |
| people_occupant | -0.68846714 |
| total_electricity_HVAC | -0.6407089 |
| wind_direction | -0.58764386 |
| wind_speed | -1.1781679 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 53.80338 |
| air_temperature | 22.291529 |
| clg_setpoint | 25.860155 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 66.0 |
| direct_solar_radiation | 25.0 |
| hour | 5.0 |
| htg_setpoint | 20.575502 |
| month | 5.0 |
| outdoor_humidity | 91.5 |
| outdoor_temperature | 13.052798 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 120.0 |
| wind_speed | 2.1 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 35%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.79129404 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 22.076029 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.61233735 |
| air_humidity | 0.8254969 |
| air_temperature | 0.37448704 |
| clg_setpoint | 0.8406749 |
| co2_emission | 0.0 |
| day_of_month | -0.9764991 |
| diffuse_solar_radiation | 0.1278032 |
| direct_solar_radiation | -0.60312897 |
| hour | -0.7940642 |
| htg_setpoint | 1.3294141 |
| month | -0.27139154 |
| outdoor_humidity | 1.316603 |
| outdoor_temperature | 0.04214996 |
| people_occupant | -0.68867934 |
| total_electricity_HVAC | 0.5448709 |
| wind_direction | -0.9181424 |
| wind_speed | -0.02672078 |
| observation/ | |
| HVAC_electricity_demand_rate | 5707.629 |
| air_humidity | 46.974407 |
| air_temperature | 23.25002 |
| clg_setpoint | 28.414268 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 84.0 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 23.25 |
| month | 5.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 11.845364 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 5136866.0 |
| wind_direction | 85.0 |
| wind_speed | 4.9 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 35%
| action_network/ | |
| Cooling_Setpoint_RL | 0.53335536 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.425074 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6343532 |
| air_humidity | 1.7590119 |
| air_temperature | -0.120746024 |
| clg_setpoint | 1.4521657 |
| co2_emission | 0.0 |
| day_of_month | -0.861928 |
| diffuse_solar_radiation | 0.16931641 |
| direct_solar_radiation | -0.6026424 |
| hour | -0.64958936 |
| htg_setpoint | -0.196385 |
| month | -0.2712145 |
| outdoor_humidity | 1.5042993 |
| outdoor_temperature | 0.25307474 |
| people_occupant | -0.688891 |
| total_electricity_HVAC | -0.64059067 |
| wind_direction | -0.8698856 |
| wind_speed | 0.19925651 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 58.9276 |
| air_temperature | 22.498215 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 88.0 |
| direct_solar_radiation | 0.0 |
| hour | 7.0 |
| htg_setpoint | 16.982206 |
| month | 5.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 13.89975 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 90.0 |
| wind_speed | 5.45 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 35%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.76922596 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 21.951897 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.23243725 |
| air_humidity | 1.5482404 |
| air_temperature | 0.693486 |
| clg_setpoint | -0.96444464 |
| co2_emission | 0.0 |
| day_of_month | -0.74758273 |
| diffuse_solar_radiation | 2.5051441 |
| direct_solar_radiation | 0.20633729 |
| hour | -0.50512046 |
| htg_setpoint | 0.14445953 |
| month | -0.2710378 |
| outdoor_humidity | 1.3350251 |
| outdoor_temperature | 0.52260435 |
| people_occupant | 1.6943244 |
| total_electricity_HVAC | -0.22324245 |
| wind_direction | 0.36073238 |
| wind_speed | -0.5605385 |
| observation/ | |
| HVAC_electricity_demand_rate | 1897.3496 |
| air_humidity | 56.299774 |
| air_temperature | 23.734472 |
| clg_setpoint | 23.734875 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 314.0 |
| direct_solar_radiation | 201.0 |
| hour | 8.0 |
| htg_setpoint | 18.385921 |
| month | 5.0 |
| outdoor_humidity | 96.5 |
| outdoor_temperature | 16.52258 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1857722.5 |
| wind_direction | 220.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 35%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.13346978 |
| air_humidity | 0.36432254 |
| air_temperature | 0.3734649 |
| clg_setpoint | -1.1511892 |
| co2_emission | 0.0 |
| day_of_month | -0.63340807 |
| diffuse_solar_radiation | 1.6038759 |
| direct_solar_radiation | 2.0241497 |
| hour | -0.36065525 |
| htg_setpoint | -1.4093474 |
| month | -0.27086142 |
| outdoor_humidity | -0.8506825 |
| outdoor_temperature | 0.6295805 |
| people_occupant | 1.6936407 |
| total_electricity_HVAC | -0.1278686 |
| wind_direction | 1.3529153 |
| wind_speed | -0.026090328 |
| observation/ | |
| HVAC_electricity_demand_rate | 2342.6936 |
| air_humidity | 41.180202 |
| air_temperature | 23.248943 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 227.0 |
| direct_solar_radiation | 653.0 |
| hour | 9.0 |
| htg_setpoint | 12.0 |
| month | 5.0 |
| outdoor_humidity | 50.5 |
| outdoor_temperature | 17.569939 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2263982.2 |
| wind_direction | 325.0 |
| wind_speed | 4.9 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 36%
| action_network/ | |
| Cooling_Setpoint_RL | 0.58603024 |
| Heating_Setpoint_RL | -0.5478724 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.602852 |
| Heating_Setpoint_RL | 14.543218 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5534155 |
| air_humidity | -0.41886586 |
| air_temperature | 0.14729075 |
| clg_setpoint | -1.1506895 |
| co2_emission | 0.0 |
| day_of_month | -0.51935685 |
| diffuse_solar_radiation | 2.016487 |
| direct_solar_radiation | 2.03809 |
| hour | -0.21619192 |
| htg_setpoint | -0.68398684 |
| month | -0.27068537 |
| outdoor_humidity | -0.8731216 |
| outdoor_temperature | 0.291388 |
| people_occupant | -0.6895231 |
| total_electricity_HVAC | -0.5642197 |
| wind_direction | 0.028555358 |
| wind_speed | 0.2006387 |
| observation/ | |
| HVAC_electricity_demand_rate | 452.31335 |
| air_humidity | 31.175905 |
| air_temperature | 22.906345 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 267.0 |
| direct_solar_radiation | 657.0 |
| hour | 10.0 |
| htg_setpoint | 14.981583 |
| month | 5.0 |
| outdoor_humidity | 50.0 |
| outdoor_temperature | 14.288166 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 404656.16 |
| wind_direction | 185.0 |
| wind_speed | 5.45 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 36%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.41179252 |
| air_humidity | -0.39741045 |
| air_temperature | 0.43528008 |
| clg_setpoint | -0.7535177 |
| co2_emission | 0.0 |
| day_of_month | -0.40539017 |
| diffuse_solar_radiation | 2.2123764 |
| direct_solar_radiation | 2.0274951 |
| hour | -0.071729325 |
| htg_setpoint | 1.3279884 |
| month | -0.2705097 |
| outdoor_humidity | -1.2297122 |
| outdoor_temperature | 0.7658205 |
| people_occupant | -0.6889081 |
| total_electricity_HVAC | -0.40072545 |
| wind_direction | 0.07602151 |
| wind_speed | -0.45785975 |
| observation/ | |
| HVAC_electricity_demand_rate | 1088.1406 |
| air_humidity | 31.451136 |
| air_temperature | 23.34304 |
| clg_setpoint | 24.280731 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 286.0 |
| direct_solar_radiation | 655.0 |
| hour | 11.0 |
| htg_setpoint | 23.25 |
| month | 5.0 |
| outdoor_humidity | 42.5 |
| outdoor_temperature | 18.898882 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1099755.1 |
| wind_direction | 190.0 |
| wind_speed | 3.85 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 36%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.43814778 |
| air_humidity | -0.7329997 |
| air_temperature | 0.37398595 |
| clg_setpoint | -1.1511799 |
| co2_emission | 0.0 |
| day_of_month | -0.291477 |
| diffuse_solar_radiation | 2.1280584 |
| direct_solar_radiation | 2.091092 |
| hour | 0.07273312 |
| htg_setpoint | -1.1189036 |
| month | -0.27033436 |
| outdoor_humidity | -1.0381325 |
| outdoor_temperature | 0.3374397 |
| people_occupant | 0.2650053 |
| total_electricity_HVAC | -0.45407233 |
| wind_direction | -0.017688973 |
| wind_speed | 0.40738857 |
| observation/ | |
| HVAC_electricity_demand_rate | 968.54694 |
| air_humidity | 27.163797 |
| air_temperature | 23.250326 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 278.0 |
| direct_solar_radiation | 671.0 |
| hour | 12.0 |
| htg_setpoint | 13.192874 |
| month | 5.0 |
| outdoor_humidity | 46.5 |
| outdoor_temperature | 14.740414 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 871692.25 |
| wind_direction | 180.0 |
| wind_speed | 5.95 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 37%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.9264327 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.4138155 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5822629 |
| air_humidity | -0.4274617 |
| air_temperature | 1.597895 |
| clg_setpoint | -0.4355467 |
| co2_emission | 0.0 |
| day_of_month | -0.17759414 |
| diffuse_solar_radiation | 2.3336363 |
| direct_solar_radiation | 1.7719567 |
| hour | 0.21719542 |
| htg_setpoint | -0.70174456 |
| month | -0.27015936 |
| outdoor_humidity | -1.0379361 |
| outdoor_temperature | 0.5528417 |
| people_occupant | 1.2181371 |
| total_electricity_HVAC | -0.5983722 |
| wind_direction | -0.30049527 |
| wind_speed | 0.9227511 |
| observation/ | |
| HVAC_electricity_demand_rate | 319.9649 |
| air_humidity | 31.06365 |
| air_temperature | 25.10393 |
| clg_setpoint | 25.104023 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 298.0 |
| direct_solar_radiation | 592.0 |
| hour | 13.0 |
| htg_setpoint | 14.907264 |
| month | 5.0 |
| outdoor_humidity | 46.5 |
| outdoor_temperature | 16.830824 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 256868.7 |
| wind_direction | 150.0 |
| wind_speed | 7.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 37%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.069979906 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.018637 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.08295418 |
| air_humidity | -0.018647753 |
| air_temperature | 0.37332353 |
| clg_setpoint | -1.1499676 |
| co2_emission | 0.0 |
| day_of_month | -0.06372623 |
| diffuse_solar_radiation | 1.8163104 |
| direct_solar_radiation | 1.6182423 |
| hour | 0.361657 |
| htg_setpoint | -0.37043414 |
| month | -0.2699847 |
| outdoor_humidity | -1.1086866 |
| outdoor_temperature | 0.69627935 |
| people_occupant | 1.6942546 |
| total_electricity_HVAC | -0.116281316 |
| wind_direction | -0.2051536 |
| wind_speed | 1.5617243 |
| observation/ | |
| HVAC_electricity_demand_rate | 2564.3518 |
| air_humidity | 36.27763 |
| air_temperature | 23.24951 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 248.0 |
| direct_solar_radiation | 554.0 |
| hour | 14.0 |
| htg_setpoint | 16.269394 |
| month | 5.0 |
| outdoor_humidity | 45.0 |
| outdoor_temperature | 18.222391 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2308401.0 |
| wind_direction | 160.0 |
| wind_speed | 8.75 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 37%
| action_network/ | |
| Cooling_Setpoint_RL | -0.6941185 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.28235 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.085814975 |
| air_humidity | 0.6148127 |
| air_temperature | 0.6233982 |
| clg_setpoint | -1.002147 |
| co2_emission | 0.0 |
| day_of_month | 0.050134376 |
| diffuse_solar_radiation | 1.6797684 |
| direct_solar_radiation | 1.1044192 |
| hour | 0.5061167 |
| htg_setpoint | -1.4089407 |
| month | -0.26981038 |
| outdoor_humidity | -0.9421166 |
| outdoor_temperature | 0.76371676 |
| people_occupant | 1.6935761 |
| total_electricity_HVAC | -0.17506862 |
| wind_direction | -0.6295368 |
| wind_speed | 0.7176437 |
| observation/ | |
| HVAC_electricity_demand_rate | 2550.9426 |
| air_humidity | 44.352123 |
| air_temperature | 23.628157 |
| clg_setpoint | 23.632357 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 235.0 |
| direct_solar_radiation | 426.0 |
| hour | 15.0 |
| htg_setpoint | 12.0 |
| month | 5.0 |
| outdoor_humidity | 48.5 |
| outdoor_temperature | 18.876822 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2057987.4 |
| wind_direction | 115.0 |
| wind_speed | 6.7 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 37%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.2629011 |
| air_humidity | 1.2103977 |
| air_temperature | 0.37245315 |
| clg_setpoint | -1.1489681 |
| co2_emission | 0.0 |
| day_of_month | 0.16398762 |
| diffuse_solar_radiation | 0.78243434 |
| direct_solar_radiation | 1.3838748 |
| hour | 0.6505728 |
| htg_setpoint | 0.038399257 |
| month | -0.2696364 |
| outdoor_humidity | -0.82336444 |
| outdoor_temperature | 1.0148937 |
| people_occupant | 1.6928997 |
| total_electricity_HVAC | 0.21230796 |
| wind_direction | -0.7229399 |
| wind_speed | 0.20302598 |
| observation/ | |
| HVAC_electricity_demand_rate | 4116.8066 |
| air_humidity | 51.9474 |
| air_temperature | 23.248688 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 148.0 |
| direct_solar_radiation | 496.0 |
| hour | 16.0 |
| htg_setpoint | 17.950977 |
| month | 5.0 |
| outdoor_humidity | 51.0 |
| outdoor_temperature | 21.31345 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 3705126.0 |
| wind_direction | 105.0 |
| wind_speed | 5.45 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 38%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.27669862 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 19.181429 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6171252 |
| air_humidity | 0.25976837 |
| air_temperature | 0.12478599 |
| clg_setpoint | 0.52129394 |
| co2_emission | 0.0 |
| day_of_month | 0.2778258 |
| diffuse_solar_radiation | 0.101730056 |
| direct_solar_radiation | -0.60526985 |
| hour | 0.7950229 |
| htg_setpoint | -0.43252692 |
| month | -0.26946273 |
| outdoor_humidity | 1.3398411 |
| outdoor_temperature | 0.76009107 |
| people_occupant | -0.6893428 |
| total_electricity_HVAC | -0.6242225 |
| wind_direction | -0.768703 |
| wind_speed | 0.40976837 |
| observation/ | |
| HVAC_electricity_demand_rate | 164.55005 |
| air_humidity | 39.85705 |
| air_temperature | 22.874409 |
| clg_setpoint | 27.58037 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 82.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 16.017014 |
| month | 5.0 |
| outdoor_humidity | 96.5 |
| outdoor_temperature | 18.850527 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 148095.05 |
| wind_direction | 100.0 |
| wind_speed | 5.95 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 38%
| action_network/ | |
| Cooling_Setpoint_RL | 0.2523422 |
| Heating_Setpoint_RL | -0.2147147 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.476654 |
| Heating_Setpoint_RL | 16.417229 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.634218 |
| air_humidity | 2.1912172 |
| air_temperature | -0.08320572 |
| clg_setpoint | -1.1495951 |
| co2_emission | 0.0 |
| day_of_month | 0.39163354 |
| diffuse_solar_radiation | -0.37249222 |
| direct_solar_radiation | -0.20345241 |
| hour | 0.9394642 |
| htg_setpoint | -0.5951519 |
| month | -0.2692894 |
| outdoor_humidity | 1.3372773 |
| outdoor_temperature | 0.6189052 |
| people_occupant | -0.6887332 |
| total_electricity_HVAC | -0.64047587 |
| wind_direction | 1.4070145 |
| wind_speed | -0.12561575 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 64.54474 |
| air_temperature | 22.560308 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 36.0 |
| direct_solar_radiation | 100.0 |
| hour | 18.0 |
| htg_setpoint | 15.350985 |
| month | 5.0 |
| outdoor_humidity | 96.5 |
| outdoor_temperature | 17.484972 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 330.0 |
| wind_speed | 4.65 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 38%
| action_network/ | |
| Cooling_Setpoint_RL | 0.12136546 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.034609 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.48773882 |
| air_humidity | 0.4670639 |
| air_temperature | 0.33718678 |
| clg_setpoint | -1.1493937 |
| co2_emission | 0.0 |
| day_of_month | 0.505388 |
| diffuse_solar_radiation | -0.7436537 |
| direct_solar_radiation | -0.60517544 |
| hour | 1.0838933 |
| htg_setpoint | -1.4098321 |
| month | -0.26911643 |
| outdoor_humidity | -1.799056 |
| outdoor_temperature | 0.8508078 |
| people_occupant | -0.45054713 |
| total_electricity_HVAC | -0.501254 |
| wind_direction | 1.6407998 |
| wind_speed | 0.2033193 |
| observation/ | |
| HVAC_electricity_demand_rate | 744.63715 |
| air_humidity | 42.563004 |
| air_temperature | 23.1956 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 12.0 |
| month | 5.0 |
| outdoor_humidity | 30.5 |
| outdoor_temperature | 19.736382 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 670173.44 |
| wind_direction | 355.0 |
| wind_speed | 5.45 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 38%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6343937 |
| air_humidity | 1.0555887 |
| air_temperature | 0.3058634 |
| clg_setpoint | -1.1488556 |
| co2_emission | 0.0 |
| day_of_month | 0.6190587 |
| diffuse_solar_radiation | -0.74392414 |
| direct_solar_radiation | -0.6055244 |
| hour | 1.2283062 |
| htg_setpoint | -0.9790518 |
| month | -0.2689438 |
| outdoor_humidity | 0.5302703 |
| outdoor_temperature | 0.4643009 |
| people_occupant | -0.45079523 |
| total_electricity_HVAC | -0.64063364 |
| wind_direction | -0.67464536 |
| wind_speed | -1.1985413 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 50.07678 |
| air_temperature | 23.148302 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 13.769949 |
| month | 5.0 |
| outdoor_humidity | 79.5 |
| outdoor_temperature | 15.999436 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 110.0 |
| wind_speed | 2.05 |
-------------------------------------------------
-------------------------------------------------*------------------------------------------------------------| 39%
| action_network/ | |
| Cooling_Setpoint_RL | 0.029166952 |
| Heating_Setpoint_RL | 0.7149917 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.723438 |
| Heating_Setpoint_RL | 21.646828 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.63457465 |
| air_humidity | 1.3886334 |
| air_temperature | -0.07970818 |
| clg_setpoint | -1.1484383 |
| co2_emission | 0.0 |
| day_of_month | 0.73260784 |
| diffuse_solar_radiation | -0.74363077 |
| direct_solar_radiation | -0.60534686 |
| hour | 1.3726983 |
| htg_setpoint | -1.4097438 |
| month | -0.26877147 |
| outdoor_humidity | 0.4594095 |
| outdoor_temperature | 0.44676 |
| people_occupant | -0.6893575 |
| total_electricity_HVAC | -0.64081985 |
| wind_direction | -0.57911545 |
| wind_speed | -0.9704872 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 54.347546 |
| air_temperature | 22.566776 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 12.0 |
| month | 5.0 |
| outdoor_humidity | 78.0 |
| outdoor_temperature | 15.836599 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 120.0 |
| wind_speed | 2.6 |
-------------------------------------------------
-------------------------------------------------*------------------------------------------------------------| 39%
| action_network/ | |
| Cooling_Setpoint_RL | -0.34969202 |
| Heating_Setpoint_RL | 0.1534921 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.44479 |
| Heating_Setpoint_RL | 18.488392 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.0947266 |
| air_humidity | 1.673495 |
| air_temperature | 0.37278098 |
| clg_setpoint | 1.455227 |
| co2_emission | 0.0 |
| day_of_month | 0.84599036 |
| diffuse_solar_radiation | -0.74386084 |
| direct_solar_radiation | -0.6050169 |
| hour | 1.5170646 |
| htg_setpoint | 1.3258702 |
| month | -0.26859948 |
| outdoor_humidity | 1.4077886 |
| outdoor_temperature | 0.4211899 |
| people_occupant | -0.68956465 |
| total_electricity_HVAC | 1.3769214 |
| wind_direction | -1.287003 |
| wind_speed | -1.733051 |
| observation/ | |
| HVAC_electricity_demand_rate | 7832.0757 |
| air_humidity | 58.030853 |
| air_temperature | 23.249882 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 23.25 |
| month | 5.0 |
| outdoor_humidity | 98.0 |
| outdoor_temperature | 15.5915365 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 8635761.0 |
| wind_direction | 45.0 |
| wind_speed | 0.75 |
-------------------------------------------------
-------------------------------------------------*------------------------------------------------------------| 39%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.5839311 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 14.340387 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.63432163 |
| air_humidity | 2.1901505 |
| air_temperature | -0.692514 |
| clg_setpoint | 0.6627935 |
| co2_emission | 0.0 |
| day_of_month | 0.95915395 |
| diffuse_solar_radiation | -0.7439983 |
| direct_solar_radiation | -0.6045518 |
| hour | 1.6613992 |
| htg_setpoint | -0.45119798 |
| month | -0.26842782 |
| outdoor_humidity | 0.24248797 |
| outdoor_temperature | 0.2096811 |
| people_occupant | -0.6897713 |
| total_electricity_HVAC | -0.64060366 |
| wind_direction | 0.65061927 |
| wind_speed | 0.5153986 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 64.725525 |
| air_temperature | 21.643635 |
| clg_setpoint | 27.944517 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 15.945567 |
| month | 5.0 |
| outdoor_humidity | 73.5 |
| outdoor_temperature | 13.550093 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 250.0 |
| wind_speed | 6.2 |
-------------------------------------------------
-------------------------------------------------**-----------------------------------------------------------| 40%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.63409746 |
| air_humidity | 0.124153346 |
| air_temperature | -0.290953 |
| clg_setpoint | 0.6919036 |
| co2_emission | 0.0 |
| day_of_month | 1.1862769 |
| diffuse_solar_radiation | -0.7440622 |
| direct_solar_radiation | -0.6047673 |
| hour | -1.6612504 |
| htg_setpoint | -1.2075406 |
| month | -0.26825652 |
| outdoor_humidity | 0.05322295 |
| outdoor_temperature | 0.43089163 |
| people_occupant | -0.6891655 |
| total_electricity_HVAC | -0.6403826 |
| wind_direction | 0.13037671 |
| wind_speed | -0.22789885 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 38.265232 |
| air_temperature | 22.24979 |
| clg_setpoint | 28.021097 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 12.833339 |
| month | 5.0 |
| outdoor_humidity | 69.5 |
| outdoor_temperature | 15.694662 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 195.0 |
| wind_speed | 4.4 |
| train/ | |
| approx_kl | 0.008260859 |
| clip_fraction | 0.0887 |
| clip_range | 0.2 |
| entropy_loss | -2.61 |
| explained_variance | 0.537 |
| learning_rate | 0.0003 |
| loss | 0.411 |
| n_updates | 410 |
| policy_gradient_loss | -0.0108 |
| std | 0.889 |
| value_loss | 1.14 |
-------------------------------------------------
--------------------------------------------------*-----------------------------------------------------------| 40%
| action_network/ | |
| Cooling_Setpoint_RL | -0.017513156 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.565893 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.63386726 |
| air_humidity | -0.12185301 |
| air_temperature | -0.25087944 |
| clg_setpoint | -0.089536116 |
| co2_emission | 0.0 |
| day_of_month | 1.2987756 |
| diffuse_solar_radiation | -0.74411905 |
| direct_solar_radiation | -0.60481966 |
| hour | -1.5166597 |
| htg_setpoint | -0.87860703 |
| month | -0.2680855 |
| outdoor_humidity | -0.42042148 |
| outdoor_temperature | 0.34987018 |
| people_occupant | -0.68856126 |
| total_electricity_HVAC | -0.64016247 |
| wind_direction | 1.4060521 |
| wind_speed | -0.4557398 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 35.11168 |
| air_temperature | 22.310648 |
| clg_setpoint | 25.9961 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 14.182726 |
| month | 5.0 |
| outdoor_humidity | 59.5 |
| outdoor_temperature | 14.920925 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 330.0 |
| wind_speed | 3.85 |
--------------------------------------------------
-------------------------------------------------**-----------------------------------------------------------| 40%
| action_network/ | |
| Cooling_Setpoint_RL | -0.76210874 |
| Heating_Setpoint_RL | -0.7573085 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.052883 |
| Heating_Setpoint_RL | 13.36514 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6339297 |
| air_humidity | -0.44795334 |
| air_temperature | -0.551507 |
| clg_setpoint | -1.1481241 |
| co2_emission | 0.0 |
| day_of_month | 1.4108349 |
| diffuse_solar_radiation | -0.7442059 |
| direct_solar_radiation | -0.60516745 |
| hour | -1.3721011 |
| htg_setpoint | 0.5344809 |
| month | -0.26791483 |
| outdoor_humidity | -0.72749037 |
| outdoor_temperature | 0.22527522 |
| people_occupant | -0.68876827 |
| total_electricity_HVAC | -0.6402187 |
| wind_direction | 0.7423741 |
| wind_speed | -0.8685995 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 30.940144 |
| air_temperature | 21.858257 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 19.992287 |
| month | 5.0 |
| outdoor_humidity | 53.0 |
| outdoor_temperature | 13.723722 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 260.0 |
| wind_speed | 2.85 |
-------------------------------------------------
-------------------------------------------------***----------------------------------------------------------| 41%
| action_network/ | |
| Cooling_Setpoint_RL | -0.6597605 |
| Heating_Setpoint_RL | 0.13782859 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.398308 |
| Heating_Setpoint_RL | 18.400286 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.2907746 |
| air_humidity | 1.3859788 |
| air_temperature | -0.5402309 |
| clg_setpoint | -0.14095113 |
| co2_emission | 0.0 |
| day_of_month | 1.5223746 |
| diffuse_solar_radiation | -0.74432105 |
| direct_solar_radiation | -0.605486 |
| hour | -1.2275684 |
| htg_setpoint | 0.99138117 |
| month | -0.26774448 |
| outdoor_humidity | 0.95793486 |
| outdoor_temperature | 0.37280014 |
| people_occupant | -0.68897486 |
| total_electricity_HVAC | -0.21864635 |
| wind_direction | 0.788966 |
| wind_speed | -1.3009241 |
| observation/ | |
| HVAC_electricity_demand_rate | 1621.6652 |
| air_humidity | 54.413006 |
| air_temperature | 21.875805 |
| clg_setpoint | 25.859283 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 21.871437 |
| month | 5.0 |
| outdoor_humidity | 88.5 |
| outdoor_temperature | 15.156051 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1863659.4 |
| wind_direction | 265.0 |
| wind_speed | 1.8 |
-------------------------------------------------
-------------------------------------------------***----------------------------------------------------------| 41%
| action_network/ | |
| Cooling_Setpoint_RL | 0.36747307 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.865223 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6343786 |
| air_humidity | 1.0080318 |
| air_temperature | -0.09041012 |
| clg_setpoint | -1.14669 |
| co2_emission | 0.0 |
| day_of_month | 1.6333085 |
| diffuse_solar_radiation | -0.7445474 |
| direct_solar_radiation | -0.6057093 |
| hour | -1.0830567 |
| htg_setpoint | -0.71708345 |
| month | -0.26757446 |
| outdoor_humidity | -0.06170633 |
| outdoor_temperature | 0.57490504 |
| people_occupant | -0.6891809 |
| total_electricity_HVAC | -0.6406496 |
| wind_direction | -1.6683626 |
| wind_speed | -1.1759557 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 49.595394 |
| air_temperature | 22.553366 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 14.843243 |
| month | 5.0 |
| outdoor_humidity | 67.0 |
| outdoor_temperature | 17.121782 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 5.0 |
| wind_speed | 2.1 |
-------------------------------------------------
--------------------------------------------------**----------------------------------------------------------| 41%
| action_network/ | |
| Cooling_Setpoint_RL | 0.041537642 |
| Heating_Setpoint_RL | 0.7458176 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.76519 |
| Heating_Setpoint_RL | 21.820225 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.22509043 |
| air_humidity | 1.0077236 |
| air_temperature | 0.3719511 |
| clg_setpoint | -0.9758 |
| co2_emission | 0.0 |
| day_of_month | 1.7435454 |
| diffuse_solar_radiation | 0.10568599 |
| direct_solar_radiation | 0.17211656 |
| hour | -0.9385612 |
| htg_setpoint | 1.3266768 |
| month | -0.26740476 |
| outdoor_humidity | 0.81682473 |
| outdoor_temperature | 0.7551606 |
| people_occupant | -0.68938655 |
| total_electricity_HVAC | -0.092347234 |
| wind_direction | -1.7147847 |
| wind_speed | -2.0401042 |
| observation/ | |
| HVAC_electricity_demand_rate | 1916.5062 |
| air_humidity | 49.603634 |
| air_temperature | 23.249338 |
| clg_setpoint | 23.691185 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 83.0 |
| direct_solar_radiation | 194.0 |
| hour | 5.0 |
| htg_setpoint | 23.25 |
| month | 5.0 |
| outdoor_humidity | 85.5 |
| outdoor_temperature | 18.880743 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2399006.0 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
--------------------------------------------------
-------------------------------------------------***----------------------------------------------------------| 41%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.36066708 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.653751 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.24284184 |
| air_humidity | 1.3021894 |
| air_temperature | 0.3721224 |
| clg_setpoint | 1.0959088 |
| co2_emission | 0.0 |
| day_of_month | -1.6720753 |
| diffuse_solar_radiation | 0.3511779 |
| direct_solar_radiation | 1.2860404 |
| hour | -0.79407793 |
| htg_setpoint | 1.3266076 |
| month | 0.021996275 |
| outdoor_humidity | 1.0303994 |
| outdoor_temperature | 0.51091534 |
| people_occupant | -0.6895917 |
| total_electricity_HVAC | -0.2687475 |
| wind_direction | 0.17553382 |
| wind_speed | -0.5552955 |
| observation/ | |
| HVAC_electricity_demand_rate | 1838.0839 |
| air_humidity | 53.39856 |
| air_temperature | 23.24987 |
| clg_setpoint | 29.0606 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 107.0 |
| direct_solar_radiation | 472.0 |
| hour | 6.0 |
| htg_setpoint | 23.25 |
| month | 6.0 |
| outdoor_humidity | 90.0 |
| outdoor_temperature | 16.530413 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1653621.5 |
| wind_direction | 200.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------***---------------------------------------------------------| 42%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.24335854 |
| air_humidity | -0.6493942 |
| air_temperature | 0.371852 |
| clg_setpoint | 1.3064667 |
| co2_emission | 0.0 |
| day_of_month | -1.5548455 |
| diffuse_solar_radiation | 0.42215556 |
| direct_solar_radiation | 1.9832222 |
| hour | -0.6496033 |
| htg_setpoint | 1.3269125 |
| month | 0.02198328 |
| outdoor_humidity | -1.3888991 |
| outdoor_temperature | 0.383379 |
| people_occupant | -0.6889911 |
| total_electricity_HVAC | -0.022124486 |
| wind_direction | 1.1663985 |
| wind_speed | 0.10379659 |
| observation/ | |
| HVAC_electricity_demand_rate | 1833.9098 |
| air_humidity | 28.417547 |
| air_temperature | 23.250034 |
| clg_setpoint | 29.607685 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 114.0 |
| direct_solar_radiation | 646.0 |
| hour | 7.0 |
| htg_setpoint | 23.25 |
| month | 6.0 |
| outdoor_humidity | 39.0 |
| outdoor_temperature | 15.311266 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2694347.8 |
| wind_direction | 305.0 |
| wind_speed | 5.2 |
--------------------------------------------------
-------------------------------------------------****---------------------------------------------------------| 42%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.41106728 |
| air_humidity | -0.33305985 |
| air_temperature | 1.3400675 |
| clg_setpoint | -0.5159735 |
| co2_emission | 0.0 |
| day_of_month | -1.4383165 |
| diffuse_solar_radiation | 0.76024723 |
| direct_solar_radiation | 2.3725379 |
| hour | -0.5051346 |
| htg_setpoint | 1.300689 |
| month | 0.02197031 |
| outdoor_humidity | -0.7942355 |
| outdoor_temperature | 0.5763369 |
| people_occupant | 1.6959134 |
| total_electricity_HVAC | -0.42204908 |
| wind_direction | 1.2591373 |
| wind_speed | -0.14430335 |
| observation/ | |
| HVAC_electricity_demand_rate | 1083.9711 |
| air_humidity | 32.45401 |
| air_temperature | 24.70484 |
| clg_setpoint | 24.885109 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 147.0 |
| direct_solar_radiation | 744.0 |
| hour | 8.0 |
| htg_setpoint | 23.14 |
| month | 6.0 |
| outdoor_humidity | 51.5 |
| outdoor_temperature | 17.180815 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1002641.4 |
| wind_direction | 315.0 |
| wind_speed | 4.6 |
-------------------------------------------------
-------------------------------------------------****---------------------------------------------------------| 42%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.4446329 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.1239395 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.6793482 |
| air_humidity | 0.115325466 |
| air_temperature | 0.37083864 |
| clg_setpoint | -1.1461222 |
| co2_emission | 0.0 |
| day_of_month | -1.3223829 |
| diffuse_solar_radiation | 1.84615 |
| direct_solar_radiation | 1.949133 |
| hour | -0.36066943 |
| htg_setpoint | -0.12038916 |
| month | 0.02195736 |
| outdoor_humidity | -2.002375 |
| outdoor_temperature | 1.3947974 |
| people_occupant | 1.695246 |
| total_electricity_HVAC | 0.6077118 |
| wind_direction | -1.7170393 |
| wind_speed | -0.86572415 |
| observation/ | |
| HVAC_electricity_demand_rate | 5946.579 |
| air_humidity | 38.19946 |
| air_temperature | 23.248934 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 253.0 |
| direct_solar_radiation | 639.0 |
| hour | 9.0 |
| htg_setpoint | 17.292301 |
| month | 6.0 |
| outdoor_humidity | 26.0 |
| outdoor_temperature | 25.098352 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 5351921.0 |
| wind_direction | 0.0 |
| wind_speed | 2.85 |
-------------------------------------------------
-------------------------------------------------*****--------------------------------------------------------| 43%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.73169994 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 21.740812 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.41130334 |
| air_humidity | 1.1659325 |
| air_temperature | 0.37049383 |
| clg_setpoint | -1.1456285 |
| co2_emission | 0.0 |
| day_of_month | -1.2069492 |
| diffuse_solar_radiation | 2.4082122 |
| direct_solar_radiation | 1.8355099 |
| hour | -0.2162061 |
| htg_setpoint | 1.327322 |
| month | 0.021944433 |
| outdoor_humidity | -0.03314546 |
| outdoor_temperature | 0.7920022 |
| people_occupant | 1.6945807 |
| total_electricity_HVAC | 0.35297891 |
| wind_direction | 0.12462452 |
| wind_speed | 0.104283676 |
| observation/ | |
| HVAC_electricity_demand_rate | 4750.5576 |
| air_humidity | 51.63868 |
| air_temperature | 23.248692 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 308.0 |
| direct_solar_radiation | 611.0 |
| hour | 10.0 |
| htg_setpoint | 23.25 |
| month | 6.0 |
| outdoor_humidity | 67.5 |
| outdoor_temperature | 19.280558 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 4275502.0 |
| wind_direction | 195.0 |
| wind_speed | 5.2 |
-------------------------------------------------
-------------------------------------------------*****--------------------------------------------------------| 43%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.10363784 |
| air_humidity | 2.0014668 |
| air_temperature | 0.37052608 |
| clg_setpoint | -1.1453134 |
| co2_emission | 0.0 |
| day_of_month | -1.0919296 |
| diffuse_solar_radiation | 2.0886884 |
| direct_solar_radiation | -0.60818017 |
| hour | -0.07174349 |
| htg_setpoint | 0.9350839 |
| month | 0.02193153 |
| outdoor_humidity | 1.0336741 |
| outdoor_temperature | 0.64995676 |
| people_occupant | 1.2173122 |
| total_electricity_HVAC | -0.13636403 |
| wind_direction | 0.12465169 |
| wind_speed | 0.8264886 |
| observation/ | |
| HVAC_electricity_demand_rate | 2454.6611 |
| air_humidity | 62.35126 |
| air_temperature | 23.249023 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 277.0 |
| direct_solar_radiation | 0.0 |
| hour | 11.0 |
| htg_setpoint | 21.637154 |
| month | 6.0 |
| outdoor_humidity | 90.0 |
| outdoor_temperature | 17.912481 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 2209195.0 |
| wind_direction | 195.0 |
| wind_speed | 6.95 |
-------------------------------------------------
-------------------------------------------------*****--------------------------------------------------------| 43%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.34576112 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 15.680094 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.9104514 |
| air_humidity | 1.0474013 |
| air_temperature | 0.3705322 |
| clg_setpoint | -1.1451273 |
| co2_emission | 0.0 |
| day_of_month | -0.9772469 |
| diffuse_solar_radiation | 3.0176547 |
| direct_solar_radiation | 1.2567352 |
| hour | 0.07271899 |
| htg_setpoint | -0.8012309 |
| month | 0.02191865 |
| outdoor_humidity | -0.6752019 |
| outdoor_temperature | 1.8749009 |
| people_occupant | 0.26365128 |
| total_electricity_HVAC | 0.8316883 |
| wind_direction | 1.0231006 |
| wind_speed | 0.08272163 |
| observation/ | |
| HVAC_electricity_demand_rate | 6971.0405 |
| air_humidity | 50.205853 |
| air_temperature | 23.2494 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 368.0 |
| direct_solar_radiation | 466.0 |
| hour | 12.0 |
| htg_setpoint | 14.493111 |
| month | 6.0 |
| outdoor_humidity | 54.0 |
| outdoor_temperature | 29.74867 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 6292893.5 |
| wind_direction | 290.0 |
| wind_speed | 5.15 |
-------------------------------------------------
--------------------------------------------------****--------------------------------------------------------| 43%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.07387492 |
| air_humidity | -0.8727871 |
| air_temperature | 0.37073776 |
| clg_setpoint | -1.144999 |
| co2_emission | 0.0 |
| day_of_month | -0.8628328 |
| diffuse_solar_radiation | 3.4214358 |
| direct_solar_radiation | 0.8848948 |
| hour | 0.21718132 |
| htg_setpoint | -1.4069843 |
| month | 0.021905793 |
| outdoor_humidity | -0.84083456 |
| outdoor_temperature | 1.3872302 |
| people_occupant | -0.68941504 |
| total_electricity_HVAC | -0.006215581 |
| wind_direction | 1.6375563 |
| wind_speed | 0.41360402 |
| observation/ | |
| HVAC_electricity_demand_rate | 2586.9458 |
| air_humidity | 25.599411 |
| air_temperature | 23.250011 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 408.0 |
| direct_solar_radiation | 373.0 |
| hour | 13.0 |
| htg_setpoint | 12.0 |
| month | 6.0 |
| outdoor_humidity | 50.5 |
| outdoor_temperature | 25.061491 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2757963.2 |
| wind_direction | 355.0 |
| wind_speed | 5.95 |
--------------------------------------------------
-------------------------------------------------******-------------------------------------------------------| 44%
| action_network/ | |
| Cooling_Setpoint_RL | -0.512432 |
| Heating_Setpoint_RL | -0.8207964 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.895542 |
| Heating_Setpoint_RL | 13.00802 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4515904 |
| air_humidity | -0.8425926 |
| air_temperature | 0.7127984 |
| clg_setpoint | -0.213805 |
| co2_emission | 0.0 |
| day_of_month | -0.74862725 |
| diffuse_solar_radiation | 1.7341543 |
| direct_solar_radiation | 1.8327203 |
| hour | 0.36164296 |
| htg_setpoint | -1.1929793 |
| month | 0.021892957 |
| outdoor_humidity | -0.9821225 |
| outdoor_temperature | 0.82554823 |
| people_occupant | -0.68881965 |
| total_electricity_HVAC | -0.46563482 |
| wind_direction | 0.31476295 |
| wind_speed | 0.5171899 |
| observation/ | |
| HVAC_electricity_demand_rate | 903.9861 |
| air_humidity | 25.98163 |
| air_temperature | 23.762857 |
| clg_setpoint | 25.665546 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 243.0 |
| direct_solar_radiation | 610.0 |
| hour | 14.0 |
| htg_setpoint | 12.878692 |
| month | 6.0 |
| outdoor_humidity | 47.5 |
| outdoor_temperature | 19.640816 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 819459.94 |
| wind_direction | 215.0 |
| wind_speed | 6.2 |
-------------------------------------------------
-------------------------------------------------******-------------------------------------------------------| 44%
| action_network/ | |
| Cooling_Setpoint_RL | -0.20948076 |
| Heating_Setpoint_RL | 0.027282164 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.918003 |
| Heating_Setpoint_RL | 17.778461 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.37264675 |
| air_humidity | 0.7722906 |
| air_temperature | 0.36946207 |
| clg_setpoint | -1.1453274 |
| co2_emission | 0.0 |
| day_of_month | -0.6345782 |
| diffuse_solar_radiation | 1.6802595 |
| direct_solar_radiation | 0.74385524 |
| hour | 0.50610274 |
| htg_setpoint | -0.413577 |
| month | 0.021880146 |
| outdoor_humidity | -1.4324087 |
| outdoor_temperature | 1.0892147 |
| people_occupant | 1.6951718 |
| total_electricity_HVAC | 0.3161458 |
| wind_direction | -0.11040545 |
| wind_speed | 0.7241049 |
| observation/ | |
| HVAC_electricity_demand_rate | 4570.461 |
| air_humidity | 46.671906 |
| air_temperature | 23.2487 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 238.0 |
| direct_solar_radiation | 338.0 |
| hour | 15.0 |
| htg_setpoint | 16.086002 |
| month | 6.0 |
| outdoor_humidity | 38.0 |
| outdoor_temperature | 22.194466 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 4113414.8 |
| wind_direction | 170.0 |
| wind_speed | 6.7 |
-------------------------------------------------
----------------------------------------------------***-------------------------------------------------------| 44%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.48120344 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 20.331768 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.039691757 |
| air_humidity | 1.9249171 |
| air_temperature | 0.36981508 |
| clg_setpoint | -1.1448936 |
| co2_emission | 0.0 |
| day_of_month | -0.5206417 |
| diffuse_solar_radiation | 0.8939377 |
| direct_solar_radiation | -0.6087447 |
| hour | 0.650559 |
| htg_setpoint | -0.32182464 |
| month | 0.021867355 |
| outdoor_humidity | 0.67851245 |
| outdoor_temperature | 0.76157314 |
| people_occupant | 1.6945113 |
| total_electricity_HVAC | -0.00023599713 |
| wind_direction | -0.34636813 |
| wind_speed | -0.018890714 |
| observation/ | |
| HVAC_electricity_demand_rate | 3088.787 |
| air_humidity | 61.474937 |
| air_temperature | 23.249666 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 161.0 |
| direct_solar_radiation | 0.0 |
| hour | 16.0 |
| htg_setpoint | 16.465494 |
| month | 6.0 |
| outdoor_humidity | 82.5 |
| outdoor_temperature | 19.03625 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2779908.5 |
| wind_direction | 145.0 |
| wind_speed | 4.9 |
----------------------------------------------------
--------------------------------------------------*****-------------------------------------------------------| 44%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.07684615 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.192741 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.004983492 |
| air_humidity | 1.6923704 |
| air_temperature | 0.37004396 |
| clg_setpoint | -1.1447197 |
| co2_emission | 0.0 |
| day_of_month | -0.40678126 |
| diffuse_solar_radiation | -0.013743178 |
| direct_solar_radiation | -0.6084064 |
| hour | 0.79500955 |
| htg_setpoint | -1.01321 |
| month | 0.021854589 |
| outdoor_humidity | 0.8200213 |
| outdoor_temperature | 0.83654374 |
| people_occupant | 1.6938528 |
| total_electricity_HVAC | -0.04271405 |
| wind_direction | 0.07920104 |
| wind_speed | 1.2405694 |
| observation/ | |
| HVAC_electricity_demand_rate | 2889.528 |
| air_humidity | 58.568615 |
| air_temperature | 23.250317 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 72.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 13.621002 |
| month | 6.0 |
| outdoor_humidity | 85.5 |
| outdoor_temperature | 19.767124 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2600575.2 |
| wind_direction | 190.0 |
| wind_speed | 7.95 |
--------------------------------------------------
-------------------------------------------------*******------------------------------------------------------| 45%
| action_network/ | |
| Cooling_Setpoint_RL | -0.7471659 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.103315 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.11628716 |
| air_humidity | 1.2336632 |
| air_temperature | 0.36949012 |
| clg_setpoint | -1.1444427 |
| co2_emission | 0.0 |
| day_of_month | -0.29296824 |
| diffuse_solar_radiation | -0.1770416 |
| direct_solar_radiation | -0.19582918 |
| hour | 0.9394515 |
| htg_setpoint | 0.14440644 |
| month | 0.021841843 |
| outdoor_humidity | 0.88988626 |
| outdoor_temperature | 0.9693919 |
| people_occupant | 0.50185245 |
| total_electricity_HVAC | -0.1449629 |
| wind_direction | 0.07913208 |
| wind_speed | 1.1374255 |
| observation/ | |
| HVAC_electricity_demand_rate | 2394.933 |
| air_humidity | 52.71753 |
| air_temperature | 23.249641 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 56.0 |
| direct_solar_radiation | 103.0 |
| hour | 18.0 |
| htg_setpoint | 18.3867 |
| month | 6.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 21.05829 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 2170306.0 |
| wind_direction | 190.0 |
| wind_speed | 7.7 |
-------------------------------------------------
-------------------------------------------------*******------------------------------------------------------| 45%
| action_network/ | |
| Cooling_Setpoint_RL | 0.40566787 |
| Heating_Setpoint_RL | 0.5696038 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.99413 |
| Heating_Setpoint_RL | 20.829021 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5061755 |
| air_humidity | 1.165995 |
| air_temperature | 0.579016 |
| clg_setpoint | -0.616763 |
| co2_emission | 0.0 |
| day_of_month | -0.1791815 |
| diffuse_solar_radiation | -0.7478432 |
| direct_solar_radiation | -0.608558 |
| hour | 1.0838816 |
| htg_setpoint | 0.58816946 |
| month | 0.02182912 |
| outdoor_humidity | 0.81745785 |
| outdoor_temperature | 0.9595884 |
| people_occupant | -0.45154867 |
| total_electricity_HVAC | -0.519505 |
| wind_direction | 0.17372328 |
| wind_speed | -0.12365793 |
| observation/ | |
| HVAC_electricity_demand_rate | 664.01953 |
| air_humidity | 51.881752 |
| air_temperature | 23.56324 |
| clg_setpoint | 24.618166 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 20.213318 |
| month | 6.0 |
| outdoor_humidity | 85.5 |
| outdoor_temperature | 20.974152 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 595296.5 |
| wind_direction | 200.0 |
| wind_speed | 4.65 |
-------------------------------------------------
--------------------------------------------------******------------------------------------------------------| 45%
| action_network/ | |
| Cooling_Setpoint_RL | 0.9646598 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.880726 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5169419 |
| air_humidity | -1.0807078 |
| air_temperature | 0.5188311 |
| clg_setpoint | 1.4579537 |
| co2_emission | 0.0 |
| day_of_month | -0.065407306 |
| diffuse_solar_radiation | -0.7478587 |
| direct_solar_radiation | -0.608757 |
| hour | 1.2282959 |
| htg_setpoint | -1.3911415 |
| month | 0.02181642 |
| outdoor_humidity | 0.81694365 |
| outdoor_temperature | 1.3060886 |
| people_occupant | -0.6892413 |
| total_electricity_HVAC | -0.52921337 |
| wind_direction | -0.8208893 |
| wind_speed | -0.66060835 |
| observation/ | |
| HVAC_electricity_demand_rate | 615.3132 |
| air_humidity | 22.976795 |
| air_temperature | 23.473558 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 12.062835 |
| month | 6.0 |
| outdoor_humidity | 85.5 |
| outdoor_temperature | 24.339163 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 553781.8 |
| wind_direction | 95.0 |
| wind_speed | 3.35 |
--------------------------------------------------
--------------------------------------------------*******-----------------------------------------------------| 46%
| action_network/ | |
| Cooling_Setpoint_RL | 0.53357613 |
| Heating_Setpoint_RL | -0.40645736 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.42582 |
| Heating_Setpoint_RL | 15.338677 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.030116985 |
| air_humidity | -0.7204272 |
| air_temperature | 0.37053445 |
| clg_setpoint | 1.4141853 |
| co2_emission | 0.0 |
| day_of_month | 0.04836053 |
| diffuse_solar_radiation | -0.747991 |
| direct_solar_radiation | -0.6086326 |
| hour | 1.37269 |
| htg_setpoint | 1.326537 |
| month | 0.02180374 |
| outdoor_humidity | 0.9582596 |
| outdoor_temperature | 0.8804936 |
| people_occupant | -0.68865097 |
| total_electricity_HVAC | 0.14484222 |
| wind_direction | -0.86747134 |
| wind_speed | -1.0739694 |
| observation/ | |
| HVAC_electricity_demand_rate | 2773.777 |
| air_humidity | 27.582365 |
| air_temperature | 23.251894 |
| clg_setpoint | 29.887102 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 23.25 |
| month | 6.0 |
| outdoor_humidity | 88.5 |
| outdoor_temperature | 20.242977 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3385290.2 |
| wind_direction | 90.0 |
| wind_speed | 2.35 |
| train/ | |
| approx_kl | 0.005865774 |
| clip_fraction | 0.0581 |
| clip_range | 0.2 |
| entropy_loss | -2.6 |
| explained_variance | 0.327 |
| learning_rate | 0.0003 |
| loss | 0.425 |
| n_updates | 420 |
| policy_gradient_loss | -0.00726 |
| std | 0.886 |
| value_loss | 1.12 |
--------------------------------------------------
-------------------------------------------------********-----------------------------------------------------| 46%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.10342764 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 17.04322 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.46983963 |
| air_humidity | 0.540739 |
| air_temperature | 0.36938956 |
| clg_setpoint | 0.5577932 |
| co2_emission | 0.0 |
| day_of_month | 0.16212083 |
| diffuse_solar_radiation | -0.7481526 |
| direct_solar_radiation | -0.6087185 |
| hour | 1.5170588 |
| htg_setpoint | 1.3263481 |
| month | 0.021791084 |
| outdoor_humidity | 1.2420835 |
| outdoor_temperature | 0.91047174 |
| people_occupant | -0.6888531 |
| total_electricity_HVAC | 0.4741778 |
| wind_direction | 0.12778138 |
| wind_speed | -0.24563874 |
| observation/ | |
| HVAC_electricity_demand_rate | 4991.185 |
| air_humidity | 43.825657 |
| air_temperature | 23.250322 |
| clg_setpoint | 27.665554 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 23.25 |
| month | 6.0 |
| outdoor_humidity | 94.5 |
| outdoor_temperature | 20.542915 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4768629.5 |
| wind_direction | 195.0 |
| wind_speed | 4.35 |
-------------------------------------------------
--------------------------------------------------*******-----------------------------------------------------| 46%
| action_network/ | |
| Cooling_Setpoint_RL | 0.5945455 |
| Heating_Setpoint_RL | 0.6008551 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.631592 |
| Heating_Setpoint_RL | 21.00481 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5412886 |
| air_humidity | 0.44172308 |
| air_temperature | 0.08403721 |
| clg_setpoint | 1.4577417 |
| co2_emission | 0.0 |
| day_of_month | 0.27586505 |
| diffuse_solar_radiation | -0.7483186 |
| direct_solar_radiation | -0.6088661 |
| hour | 1.6613971 |
| htg_setpoint | -0.026432594 |
| month | 0.02177845 |
| outdoor_humidity | 0.83756 |
| outdoor_temperature | 1.2151349 |
| people_occupant | -0.6890548 |
| total_electricity_HVAC | -0.55235475 |
| wind_direction | 0.5068005 |
| wind_speed | -0.6592554 |
| observation/ | |
| HVAC_electricity_demand_rate | 508.07602 |
| air_humidity | 42.56181 |
| air_temperature | 22.824478 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 17.679968 |
| month | 6.0 |
| outdoor_humidity | 86.0 |
| outdoor_temperature | 23.501842 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 457268.4 |
| wind_direction | 235.0 |
| wind_speed | 3.35 |
--------------------------------------------------
-------------------------------------------------*********----------------------------------------------------| 47%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.532835 |
| air_humidity | 0.23659858 |
| air_temperature | -0.15542573 |
| clg_setpoint | -0.74692607 |
| co2_emission | 0.0 |
| day_of_month | 0.50359935 |
| diffuse_solar_radiation | -0.74849945 |
| direct_solar_radiation | -0.6092117 |
| hour | -1.6612525 |
| htg_setpoint | -0.37621433 |
| month | 0.021765837 |
| outdoor_humidity | 0.43457076 |
| outdoor_temperature | 1.1370333 |
| people_occupant | -0.689256 |
| total_electricity_HVAC | -0.54339445 |
| wind_direction | -0.86823523 |
| wind_speed | -0.7629309 |
| observation/ | |
| HVAC_electricity_demand_rate | 546.9825 |
| air_humidity | 39.93081 |
| air_temperature | 22.467628 |
| clg_setpoint | 24.280878 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 16.238327 |
| month | 6.0 |
| outdoor_humidity | 77.5 |
| outdoor_temperature | 22.783234 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 496211.47 |
| wind_direction | 90.0 |
| wind_speed | 3.1 |
-------------------------------------------------
-------------------------------------------------*********----------------------------------------------------| 47%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.8341217 |
| air_humidity | 0.1743908 |
| air_temperature | 0.36864635 |
| clg_setpoint | 1.458349 |
| co2_emission | 0.0 |
| day_of_month | 0.6172981 |
| diffuse_solar_radiation | -0.7487275 |
| direct_solar_radiation | -0.6096093 |
| hour | -1.5166653 |
| htg_setpoint | 1.3269675 |
| month | 0.021753246 |
| outdoor_humidity | 1.0996039 |
| outdoor_temperature | 0.8057264 |
| people_occupant | -0.6894568 |
| total_electricity_HVAC | 0.80561215 |
| wind_direction | 0.12816662 |
| wind_speed | -0.4522752 |
| observation/ | |
| HVAC_electricity_demand_rate | 6606.189 |
| air_humidity | 39.138496 |
| air_temperature | 23.250193 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 6.0 |
| outdoor_humidity | 91.5 |
| outdoor_temperature | 19.592707 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 6160262.0 |
| wind_direction | 195.0 |
| wind_speed | 3.85 |
-------------------------------------------------
-------------------------------------------------*********----------------------------------------------------| 47%
| action_network/ | |
| Cooling_Setpoint_RL | 0.56704056 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.538761 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5594536 |
| air_humidity | 0.31460977 |
| air_temperature | -0.4510613 |
| clg_setpoint | 1.1898657 |
| co2_emission | 0.0 |
| day_of_month | 0.73090094 |
| diffuse_solar_radiation | -0.74889857 |
| direct_solar_radiation | -0.60925716 |
| hour | -1.3721093 |
| htg_setpoint | 0.8966154 |
| month | 0.021740677 |
| outdoor_humidity | 0.1250597 |
| outdoor_temperature | 1.1760626 |
| people_occupant | -0.68965715 |
| total_electricity_HVAC | -0.5696363 |
| wind_direction | 1.3616025 |
| wind_speed | -0.12076684 |
| observation/ | |
| HVAC_electricity_demand_rate | 430.76807 |
| air_humidity | 40.963127 |
| air_temperature | 22.027609 |
| clg_setpoint | 29.303661 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 21.478245 |
| month | 6.0 |
| outdoor_humidity | 71.0 |
| outdoor_temperature | 23.187468 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 387691.25 |
| wind_direction | 325.0 |
| wind_speed | 4.65 |
-------------------------------------------------
-------------------------------------------------*********----------------------------------------------------| 47%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.5394684 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 14.59049 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5670099 |
| air_humidity | -1.3995081 |
| air_temperature | -0.4942192 |
| clg_setpoint | 1.0109859 |
| co2_emission | 0.0 |
| day_of_month | 0.8443681 |
| diffuse_solar_radiation | -0.7491 |
| direct_solar_radiation | -0.60966855 |
| hour | -1.2275786 |
| htg_setpoint | 0.013535014 |
| month | 0.02172813 |
| outdoor_humidity | -0.06322874 |
| outdoor_temperature | 0.8049275 |
| people_occupant | -0.68907034 |
| total_electricity_HVAC | -0.576808 |
| wind_direction | 0.79055303 |
| wind_speed | -0.3490308 |
| observation/ | |
| HVAC_electricity_demand_rate | 396.3789 |
| air_humidity | 18.893099 |
| air_temperature | 21.964052 |
| clg_setpoint | 28.84035 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 17.83924 |
| month | 6.0 |
| outdoor_humidity | 67.0 |
| outdoor_temperature | 19.614273 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 356741.0 |
| wind_direction | 265.0 |
| wind_speed | 4.1 |
-------------------------------------------------
-------------------------------------------------**********---------------------------------------------------| 48%
| action_network/ | |
| Cooling_Setpoint_RL | 0.6759332 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.906275 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5691487 |
| air_humidity | -1.8304641 |
| air_temperature | -0.7457967 |
| clg_setpoint | -0.4020392 |
| co2_emission | 0.0 |
| day_of_month | 0.9576528 |
| diffuse_solar_radiation | -0.7185872 |
| direct_solar_radiation | -0.6098906 |
| hour | -1.0830683 |
| htg_setpoint | -1.2100024 |
| month | 0.021715604 |
| outdoor_humidity | 1.241395 |
| outdoor_temperature | 1.1126709 |
| people_occupant | -0.688485 |
| total_electricity_HVAC | -0.5788305 |
| wind_direction | -0.15850022 |
| wind_speed | -0.9713136 |
| observation/ | |
| HVAC_electricity_demand_rate | 385.95197 |
| air_humidity | 13.298209 |
| air_temperature | 21.589775 |
| clg_setpoint | 25.175077 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 3.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 12.796766 |
| month | 6.0 |
| outdoor_humidity | 94.5 |
| outdoor_temperature | 22.614153 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 347356.75 |
| wind_direction | 165.0 |
| wind_speed | 2.6 |
-------------------------------------------------
-------------------------------------------------**********---------------------------------------------------| 48%
| action_network/ | |
| Cooling_Setpoint_RL | 0.7715165 |
| Heating_Setpoint_RL | 0.07899538 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.228868 |
| Heating_Setpoint_RL | 18.06935 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.16885397 |
| air_humidity | 0.34410077 |
| air_temperature | 0.36818945 |
| clg_setpoint | 1.2249779 |
| co2_emission | 0.0 |
| day_of_month | 1.0707015 |
| diffuse_solar_radiation | -0.51547426 |
| direct_solar_radiation | -0.6096713 |
| hour | -0.9385736 |
| htg_setpoint | 1.3282753 |
| month | 0.021703102 |
| outdoor_humidity | 1.4060464 |
| outdoor_temperature | 1.2549657 |
| people_occupant | -0.6886857 |
| total_electricity_HVAC | 0.3994014 |
| wind_direction | -0.8221033 |
| wind_speed | -0.6603076 |
| observation/ | |
| HVAC_electricity_demand_rate | 3652.818 |
| air_humidity | 41.32546 |
| air_temperature | 23.250095 |
| clg_setpoint | 29.395552 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 23.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 23.25 |
| month | 6.0 |
| outdoor_humidity | 98.0 |
| outdoor_temperature | 24.010826 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4448864.0 |
| wind_direction | 95.0 |
| wind_speed | 3.35 |
-------------------------------------------------
-------------------------------------------------**********---------------------------------------------------| 48%
| action_network/ | |
| Cooling_Setpoint_RL | -0.0736869 |
| Heating_Setpoint_RL | -0.7924977 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.376307 |
| Heating_Setpoint_RL | 13.1672 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.30605578 |
| air_humidity | -0.09505262 |
| air_temperature | -0.61388797 |
| clg_setpoint | -0.3104167 |
| co2_emission | 0.0 |
| day_of_month | 1.1834539 |
| diffuse_solar_radiation | -0.06926857 |
| direct_solar_radiation | 1.8080678 |
| hour | -0.79409087 |
| htg_setpoint | -0.27857167 |
| month | 0.021690618 |
| outdoor_humidity | -0.15927961 |
| outdoor_temperature | 1.0670373 |
| people_occupant | -0.6888859 |
| total_electricity_HVAC | -0.3033605 |
| wind_direction | 0.7437723 |
| wind_speed | -0.34966853 |
| observation/ | |
| HVAC_electricity_demand_rate | 1552.169 |
| air_humidity | 35.67617 |
| air_temperature | 21.787842 |
| clg_setpoint | 25.41198 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 67.0 |
| direct_solar_radiation | 604.0 |
| hour | 6.0 |
| htg_setpoint | 16.63047 |
| month | 6.0 |
| outdoor_humidity | 65.0 |
| outdoor_temperature | 22.211311 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1503957.9 |
| wind_direction | 260.0 |
| wind_speed | 4.1 |
-------------------------------------------------
-------------------------------------------------***********--------------------------------------------------| 49%
| action_network/ | |
| Cooling_Setpoint_RL | 0.7428017 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.131956 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.571315 |
| air_humidity | 0.40435988 |
| air_temperature | -0.61719775 |
| clg_setpoint | 1.4583969 |
| co2_emission | 0.0 |
| day_of_month | 1.2958436 |
| diffuse_solar_radiation | 1.7675056 |
| direct_solar_radiation | -0.15839244 |
| hour | -0.64961654 |
| htg_setpoint | 0.02100518 |
| month | 0.021678157 |
| outdoor_humidity | 0.9554821 |
| outdoor_temperature | 1.132175 |
| people_occupant | -0.6890857 |
| total_electricity_HVAC | -0.5813229 |
| wind_direction | 0.22145654 |
| wind_speed | 0.7284908 |
| observation/ | |
| HVAC_electricity_demand_rate | 379.47467 |
| air_humidity | 42.119377 |
| air_temperature | 21.783377 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 248.0 |
| direct_solar_radiation | 113.0 |
| hour | 7.0 |
| htg_setpoint | 17.862133 |
| month | 6.0 |
| outdoor_humidity | 88.5 |
| outdoor_temperature | 22.858393 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 339829.8 |
| wind_direction | 205.0 |
| wind_speed | 6.7 |
-------------------------------------------------
-------------------------------------------------***********--------------------------------------------------| 49%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.82631934 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 22.273046 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.55393046 |
| air_humidity | 1.0978413 |
| air_temperature | 1.6042401 |
| clg_setpoint | 0.11716094 |
| co2_emission | 0.0 |
| day_of_month | 1.4077976 |
| diffuse_solar_radiation | 2.7092009 |
| direct_solar_radiation | -0.27841917 |
| hour | -0.505148 |
| htg_setpoint | 0.71029145 |
| month | 0.021665718 |
| outdoor_humidity | 0.81248397 |
| outdoor_temperature | 1.0669255 |
| people_occupant | 1.6939222 |
| total_electricity_HVAC | -0.5688081 |
| wind_direction | 0.22140667 |
| wind_speed | -0.12323221 |
| observation/ | |
| HVAC_electricity_demand_rate | 457.21564 |
| air_humidity | 51.074036 |
| air_temperature | 25.089909 |
| clg_setpoint | 26.520275 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 341.0 |
| direct_solar_radiation | 83.0 |
| hour | 8.0 |
| htg_setpoint | 20.700401 |
| month | 6.0 |
| outdoor_humidity | 85.5 |
| outdoor_temperature | 22.237223 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 393103.5 |
| wind_direction | 205.0 |
| wind_speed | 4.65 |
-------------------------------------------------
-------------------------------------------------***********--------------------------------------------------| 49%
| action_network/ | |
| Cooling_Setpoint_RL | 0.57692945 |
| Heating_Setpoint_RL | 0.9611576 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.572136 |
| Heating_Setpoint_RL | 23.031511 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.2433163 |
| air_humidity | 1.9414409 |
| air_temperature | 0.36657166 |
| clg_setpoint | -0.83701456 |
| co2_emission | 0.0 |
| day_of_month | 1.5192376 |
| diffuse_solar_radiation | 0.8828653 |
| direct_solar_radiation | -0.61059934 |
| hour | -0.36068285 |
| htg_setpoint | 1.329259 |
| month | 0.0216533 |
| outdoor_humidity | 0.8117588 |
| outdoor_temperature | 0.8416774 |
| people_occupant | -0.689484 |
| total_electricity_HVAC | -0.26931158 |
| wind_direction | -0.967101 |
| wind_speed | -0.537953 |
| observation/ | |
| HVAC_electricity_demand_rate | 1831.048 |
| air_humidity | 61.97355 |
| air_temperature | 23.248312 |
| clg_setpoint | 24.043772 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 161.0 |
| direct_solar_radiation | 0.0 |
| hour | 9.0 |
| htg_setpoint | 23.25 |
| month | 6.0 |
| outdoor_humidity | 85.5 |
| outdoor_temperature | 20.064693 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1647943.1 |
| wind_direction | 80.0 |
| wind_speed | 3.65 |
-------------------------------------------------
-------------------------------------------------***********--------------------------------------------------| 49%
| action_network/ | |
| Cooling_Setpoint_RL | -0.8495234 |
| Heating_Setpoint_RL | -0.7889515 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.757858 |
| Heating_Setpoint_RL | 13.187148 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4201415 |
| air_humidity | -0.5767044 |
| air_temperature | 0.33318618 |
| clg_setpoint | -0.93808544 |
| co2_emission | 0.0 |
| day_of_month | 1.6300797 |
| diffuse_solar_radiation | 2.5141544 |
| direct_solar_radiation | -0.6103362 |
| hour | -0.21621951 |
| htg_setpoint | -1.064186 |
| month | 0.021640904 |
| outdoor_humidity | 0.43125018 |
| outdoor_temperature | 1.0472288 |
| people_occupant | -0.68890214 |
| total_electricity_HVAC | -0.4373059 |
| wind_direction | 0.07876313 |
| wind_speed | -0.2475183 |
| observation/ | |
| HVAC_electricity_demand_rate | 1048.074 |
| air_humidity | 29.518167 |
| air_temperature | 23.198402 |
| clg_setpoint | 23.7822 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 322.0 |
| direct_solar_radiation | 0.0 |
| hour | 10.0 |
| htg_setpoint | 13.391482 |
| month | 6.0 |
| outdoor_humidity | 77.5 |
| outdoor_temperature | 22.067738 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 943266.56 |
| wind_direction | 190.0 |
| wind_speed | 4.35 |
-------------------------------------------------
-------------------------------------------------************-------------------------------------------------| 50%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.0411941 |
| air_humidity | 1.1110084 |
| air_temperature | 0.367175 |
| clg_setpoint | -1.1434137 |
| co2_emission | 0.0 |
| day_of_month | -1.671433 |
| diffuse_solar_radiation | 1.9541719 |
| direct_solar_radiation | 1.5264384 |
| hour | -0.07175688 |
| htg_setpoint | -1.4019228 |
| month | 0.3157037 |
| outdoor_humidity | -0.4954526 |
| outdoor_temperature | 1.474208 |
| people_occupant | 1.2186903 |
| total_electricity_HVAC | 0.98453003 |
| wind_direction | 0.07833748 |
| wind_speed | 0.084850326 |
| observation/ | |
| HVAC_electricity_demand_rate | 7501.497 |
| air_humidity | 51.297066 |
| air_temperature | 23.249182 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 267.0 |
| direct_solar_radiation | 534.0 |
| hour | 11.0 |
| htg_setpoint | 12.0 |
| month | 7.0 |
| outdoor_humidity | 58.0 |
| outdoor_temperature | 26.217213 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 6891171.5 |
| wind_direction | 190.0 |
| wind_speed | 5.15 |
-------------------------------------------------
-------------------------------------------------************-------------------------------------------------| 50%
| action_network/ | |
| Cooling_Setpoint_RL | 0.201954 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.306595 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.8898359 |
| air_humidity | 1.0683976 |
| air_temperature | 0.36711782 |
| clg_setpoint | -1.143102 |
| co2_emission | 0.0 |
| day_of_month | -1.5543792 |
| diffuse_solar_radiation | 0.8301025 |
| direct_solar_radiation | 2.7711372 |
| hour | 0.072705634 |
| htg_setpoint | 1.3291346 |
| month | 0.3155055 |
| outdoor_humidity | -0.09245596 |
| outdoor_temperature | 1.3411593 |
| people_occupant | 0.26469535 |
| total_electricity_HVAC | 0.9097971 |
| wind_direction | 0.17402898 |
| wind_speed | 0.41780785 |
| observation/ | |
| HVAC_electricity_demand_rate | 6832.5737 |
| air_humidity | 50.779945 |
| air_temperature | 23.249609 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 156.0 |
| direct_solar_radiation | 846.0 |
| hour | 12.0 |
| htg_setpoint | 23.25 |
| month | 7.0 |
| outdoor_humidity | 66.5 |
| outdoor_temperature | 24.938324 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 6578085.5 |
| wind_direction | 200.0 |
| wind_speed | 5.95 |
-------------------------------------------------
-------------------------------------------------************-------------------------------------------------| 50%
| action_network/ | |
| Cooling_Setpoint_RL | -0.4404667 |
| Heating_Setpoint_RL | 0.92557186 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.138424 |
| Heating_Setpoint_RL | 22.83134 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.37179077 |
| air_humidity | 0.64960754 |
| air_temperature | 2.135811 |
| clg_setpoint | 0.060661484 |
| co2_emission | 0.0 |
| day_of_month | -1.4379877 |
| diffuse_solar_radiation | 2.4784584 |
| direct_solar_radiation | -0.6110198 |
| hour | 0.217168 |
| htg_setpoint | -0.16389644 |
| month | 0.31530768 |
| outdoor_humidity | -0.68671423 |
| outdoor_temperature | 1.6628045 |
| people_occupant | 1.2177534 |
| total_electricity_HVAC | -0.4393382 |
| wind_direction | -1.3015304 |
| wind_speed | -0.7649898 |
| observation/ | |
| HVAC_electricity_demand_rate | 1263.6797 |
| air_humidity | 45.381954 |
| air_temperature | 25.876759 |
| clg_setpoint | 26.372475 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 319.0 |
| direct_solar_radiation | 0.0 |
| hour | 13.0 |
| htg_setpoint | 17.099754 |
| month | 7.0 |
| outdoor_humidity | 54.0 |
| outdoor_temperature | 28.073833 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 936848.75 |
| wind_direction | 45.0 |
| wind_speed | 3.1 |
-------------------------------------------------
-------------------------------------------------************-------------------------------------------------| 50%
| action_network/ | |
| Cooling_Setpoint_RL | -0.8077984 |
| Heating_Setpoint_RL | 0.008332789 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.89868 |
| Heating_Setpoint_RL | 17.671871 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.7664611 |
| air_humidity | 1.1500936 |
| air_temperature | 0.36768246 |
| clg_setpoint | -1.1427242 |
| co2_emission | 0.0 |
| day_of_month | -1.322158 |
| diffuse_solar_radiation | 1.67678 |
| direct_solar_radiation | 1.9432807 |
| hour | 0.3616297 |
| htg_setpoint | -1.4022658 |
| month | 0.31511024 |
| outdoor_humidity | -1.257231 |
| outdoor_temperature | 1.6230344 |
| people_occupant | 1.6938591 |
| total_electricity_HVAC | 0.8850978 |
| wind_direction | -0.34895638 |
| wind_speed | 0.52272695 |
| observation/ | |
| HVAC_electricity_demand_rate | 6287.129 |
| air_humidity | 51.85671 |
| air_temperature | 23.251348 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 240.0 |
| direct_solar_radiation | 639.0 |
| hour | 14.0 |
| htg_setpoint | 12.0 |
| month | 7.0 |
| outdoor_humidity | 42.0 |
| outdoor_temperature | 27.709822 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 6473763.0 |
| wind_direction | 145.0 |
| wind_speed | 6.2 |
-------------------------------------------------
--------------------------------------------------************------------------------------------------------| 51%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.97755146 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.123726 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.0119886 |
| air_humidity | 1.1917027 |
| air_temperature | 0.3658639 |
| clg_setpoint | -1.1425036 |
| co2_emission | 0.0 |
| day_of_month | -1.2067993 |
| diffuse_solar_radiation | 1.4423274 |
| direct_solar_radiation | 1.6477655 |
| hour | 0.50608957 |
| htg_setpoint | -0.8403504 |
| month | 0.31491315 |
| outdoor_humidity | 0.40537548 |
| outdoor_temperature | 1.276692 |
| people_occupant | 1.6932184 |
| total_electricity_HVAC | 0.9211125 |
| wind_direction | -0.0150311 |
| wind_speed | -0.120126255 |
| observation/ | |
| HVAC_electricity_demand_rate | 7369.468 |
| air_humidity | 52.401615 |
| air_temperature | 23.249004 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 217.0 |
| direct_solar_radiation | 565.0 |
| hour | 15.0 |
| htg_setpoint | 14.315899 |
| month | 7.0 |
| outdoor_humidity | 77.0 |
| outdoor_temperature | 24.362684 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 6623462.5 |
| wind_direction | 180.0 |
| wind_speed | 4.65 |
--------------------------------------------------
-------------------------------------------------*************------------------------------------------------| 51%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.57982737 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 14.363471 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.3949114 |
| air_humidity | -1.0798442 |
| air_temperature | 1.1309522 |
| clg_setpoint | 1.0271773 |
| co2_emission | 0.0 |
| day_of_month | -1.0918298 |
| diffuse_solar_radiation | 0.5830247 |
| direct_solar_radiation | 1.722311 |
| hour | 0.6505461 |
| htg_setpoint | -1.4021075 |
| month | 0.31471646 |
| outdoor_humidity | 0.1670196 |
| outdoor_temperature | 1.5429614 |
| people_occupant | -0.68931365 |
| total_electricity_HVAC | -0.4082106 |
| wind_direction | 0.07992241 |
| wind_speed | 0.5238665 |
| observation/ | |
| HVAC_electricity_demand_rate | 1163.4932 |
| air_humidity | 23.087643 |
| air_temperature | 24.384485 |
| clg_setpoint | 28.881723 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 132.0 |
| direct_solar_radiation | 584.0 |
| hour | 16.0 |
| htg_setpoint | 12.0 |
| month | 7.0 |
| outdoor_humidity | 72.0 |
| outdoor_temperature | 26.967823 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1068841.9 |
| wind_direction | 190.0 |
| wind_speed | 6.2 |
-------------------------------------------------
---------------------------------------------------***********------------------------------------------------| 51%
| action_network/ | |
| Cooling_Setpoint_RL | 0.8944019 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.643606 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.44559816 |
| air_humidity | -1.772525 |
| air_temperature | 0.8919311 |
| clg_setpoint | 0.60136825 |
| co2_emission | 0.0 |
| day_of_month | -0.97717613 |
| diffuse_solar_radiation | 0.48130858 |
| direct_solar_radiation | 0.43924826 |
| hour | 0.7949969 |
| htg_setpoint | -1.4009782 |
| month | 0.31452012 |
| outdoor_humidity | 0.00072385377 |
| outdoor_temperature | 1.6906874 |
| people_occupant | -0.6887366 |
| total_electricity_HVAC | -0.4660776 |
| wind_direction | 0.12739757 |
| wind_speed | 0.5246606 |
| observation/ | |
| HVAC_electricity_demand_rate | 938.767 |
| air_humidity | 14.109521 |
| air_temperature | 24.030348 |
| clg_setpoint | 27.777428 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 122.0 |
| direct_solar_radiation | 263.0 |
| hour | 17.0 |
| htg_setpoint | 12.0 |
| month | 7.0 |
| outdoor_humidity | 68.5 |
| outdoor_temperature | 28.438162 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 826031.5 |
| wind_direction | 195.0 |
| wind_speed | 6.2 |
| train/ | |
| approx_kl | 0.007993529 |
| clip_fraction | 0.0601 |
| clip_range | 0.2 |
| entropy_loss | -2.6 |
| explained_variance | 0.359 |
| learning_rate | 0.0003 |
| loss | 0.404 |
| n_updates | 430 |
| policy_gradient_loss | -0.00861 |
| std | 0.89 |
| value_loss | 1.7 |
---------------------------------------------------
-------------------------------------------------*************------------------------------------------------| 51%
| action_network/ | |
| Cooling_Setpoint_RL | -0.37867156 |
| Heating_Setpoint_RL | 0.3055947 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.346983 |
| Heating_Setpoint_RL | 19.343971 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.45191926 |
| air_humidity | 1.8634965 |
| air_temperature | 0.9447229 |
| clg_setpoint | -0.09098985 |
| co2_emission | 0.0 |
| day_of_month | -0.8627735 |
| diffuse_solar_radiation | -0.20595229 |
| direct_solar_radiation | -0.6118117 |
| hour | 0.9394395 |
| htg_setpoint | -1.313722 |
| month | 0.31432414 |
| outdoor_humidity | 1.0466777 |
| outdoor_temperature | 1.3391688 |
| people_occupant | 0.50297743 |
| total_electricity_HVAC | -0.4717161 |
| wind_direction | -0.6826555 |
| wind_speed | -0.6589084 |
| observation/ | |
| HVAC_electricity_demand_rate | 911.90173 |
| air_humidity | 61.078426 |
| air_temperature | 24.109085 |
| clg_setpoint | 25.980019 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 54.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 12.357498 |
| month | 7.0 |
| outdoor_humidity | 90.5 |
| outdoor_temperature | 25.05027 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 803411.44 |
| wind_direction | 110.0 |
| wind_speed | 3.35 |
-------------------------------------------------
-------------------------------------------------**************-----------------------------------------------| 52%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.69151527 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 21.514774 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.26237246 |
| air_humidity | 1.4396334 |
| air_temperature | 0.36477974 |
| clg_setpoint | -1.1428446 |
| co2_emission | 0.0 |
| day_of_month | -0.7485648 |
| diffuse_solar_radiation | -0.75126135 |
| direct_solar_radiation | -0.61204535 |
| hour | 1.0838704 |
| htg_setpoint | -0.18170221 |
| month | 0.31412855 |
| outdoor_humidity | 0.7129971 |
| outdoor_temperature | 1.4944956 |
| people_occupant | -0.45076096 |
| total_electricity_HVAC | -0.28747657 |
| wind_direction | 0.17577583 |
| wind_speed | -0.65767276 |
| observation/ | |
| HVAC_electricity_demand_rate | 1748.9106 |
| air_humidity | 55.61603 |
| air_temperature | 23.249805 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 17.022001 |
| month | 7.0 |
| outdoor_humidity | 83.5 |
| outdoor_temperature | 26.58606 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 1574019.6 |
| wind_direction | 200.0 |
| wind_speed | 3.35 |
-------------------------------------------------
-------------------------------------------------**************-----------------------------------------------| 52%
| action_network/ | |
| Cooling_Setpoint_RL | 0.43405816 |
| Heating_Setpoint_RL | -0.9683112 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.089947 |
| Heating_Setpoint_RL | 12.178249 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5013078 |
| air_humidity | 0.8594089 |
| air_temperature | 0.4479705 |
| clg_setpoint | 1.4585814 |
| co2_emission | 0.0 |
| day_of_month | -0.63450086 |
| diffuse_solar_radiation | -0.7514125 |
| direct_solar_radiation | -0.612275 |
| hour | 1.2282861 |
| htg_setpoint | -1.4003932 |
| month | 0.3139333 |
| outdoor_humidity | -0.856134 |
| outdoor_temperature | 1.561315 |
| people_occupant | -0.45099536 |
| total_electricity_HVAC | -0.514506 |
| wind_direction | 1.0325602 |
| wind_speed | 0.4225689 |
| observation/ | |
| HVAC_electricity_demand_rate | 696.69275 |
| air_humidity | 48.123505 |
| air_temperature | 23.373335 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 12.0 |
| month | 7.0 |
| outdoor_humidity | 50.5 |
| outdoor_temperature | 27.268812 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 627023.5 |
| wind_direction | 290.0 |
| wind_speed | 5.95 |
-------------------------------------------------
-------------------------------------------------**************-----------------------------------------------| 52%
| action_network/ | |
| Cooling_Setpoint_RL | 0.57312644 |
| Heating_Setpoint_RL | -0.3753109 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.559301 |
| Heating_Setpoint_RL | 15.513876 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.52453476 |
| air_humidity | 0.6768476 |
| air_temperature | 0.089306355 |
| clg_setpoint | 0.12684608 |
| co2_emission | 0.0 |
| day_of_month | -0.52054006 |
| diffuse_solar_radiation | -0.75162494 |
| direct_solar_radiation | -0.612681 |
| hour | 1.3726821 |
| htg_setpoint | 0.62394726 |
| month | 0.31373844 |
| outdoor_humidity | -0.4030807 |
| outdoor_temperature | 1.1275917 |
| people_occupant | -0.6895239 |
| total_electricity_HVAC | -0.5365788 |
| wind_direction | 0.22187698 |
| wind_speed | -0.13860741 |
| observation/ | |
| HVAC_electricity_demand_rate | 595.0416 |
| air_humidity | 45.77023 |
| air_temperature | 22.842186 |
| clg_setpoint | 26.543919 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 20.339514 |
| month | 7.0 |
| outdoor_humidity | 60.0 |
| outdoor_temperature | 23.06024 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 535537.44 |
| wind_direction | 205.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------**************----------------------------------------------| 53%
| action_network/ | |
| Cooling_Setpoint_RL | 0.5330436 |
| Heating_Setpoint_RL | -0.20944339 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.424023 |
| Heating_Setpoint_RL | 16.44688 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5282499 |
| air_humidity | 0.42969397 |
| air_temperature | -0.079965584 |
| clg_setpoint | 1.4586961 |
| co2_emission | 0.0 |
| day_of_month | -0.40664828 |
| diffuse_solar_radiation | -0.75174826 |
| direct_solar_radiation | -0.61304075 |
| hour | 1.5170536 |
| htg_setpoint | -0.67311186 |
| month | 0.31354392 |
| outdoor_humidity | 0.42982033 |
| outdoor_temperature | 1.2088039 |
| people_occupant | -0.6897197 |
| total_electricity_HVAC | -0.5401261 |
| wind_direction | 0.41208276 |
| wind_speed | -0.3461892 |
| observation/ | |
| HVAC_electricity_demand_rate | 579.6513 |
| air_humidity | 42.583183 |
| air_temperature | 22.591887 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 14.994331 |
| month | 7.0 |
| outdoor_humidity | 77.5 |
| outdoor_temperature | 23.87343 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 521686.2 |
| wind_direction | 225.0 |
| wind_speed | 4.1 |
--------------------------------------------------
-------------------------------------------------***************----------------------------------------------| 53%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5343613 |
| air_humidity | -1.3189275 |
| air_temperature | 0.21029466 |
| clg_setpoint | 0.16725495 |
| co2_emission | 0.0 |
| day_of_month | -0.29279873 |
| diffuse_solar_radiation | -0.7519925 |
| direct_solar_radiation | -0.6133877 |
| hour | 1.6613952 |
| htg_setpoint | -1.3989804 |
| month | 0.31334975 |
| outdoor_humidity | 0.049050864 |
| outdoor_temperature | 1.540945 |
| people_occupant | -0.689146 |
| total_electricity_HVAC | -0.5459372 |
| wind_direction | 0.6977599 |
| wind_speed | -0.45034888 |
| observation/ | |
| HVAC_electricity_demand_rate | 551.82367 |
| air_humidity | 19.984657 |
| air_temperature | 23.022459 |
| clg_setpoint | 26.65006 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 12.0 |
| month | 7.0 |
| outdoor_humidity | 69.5 |
| outdoor_temperature | 27.140991 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 496641.3 |
| wind_direction | 255.0 |
| wind_speed | 3.85 |
-------------------------------------------------
-------------------------------------------------***************----------------------------------------------| 53%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.56767184 |
| air_humidity | -1.8686304 |
| air_temperature | -0.42649296 |
| clg_setpoint | 0.43693477 |
| co2_emission | 0.0 |
| day_of_month | -0.06519255 |
| diffuse_solar_radiation | -0.75204414 |
| direct_solar_radiation | -0.61327994 |
| hour | -1.6612544 |
| htg_setpoint | 0.043217476 |
| month | 0.31315595 |
| outdoor_humidity | 1.405385 |
| outdoor_temperature | 1.1026989 |
| people_occupant | -0.6885738 |
| total_electricity_HVAC | -0.57697374 |
| wind_direction | -0.8743662 |
| wind_speed | 0.29882622 |
| observation/ | |
| HVAC_electricity_demand_rate | 404.1096 |
| air_humidity | 12.834487 |
| air_temperature | 22.080679 |
| clg_setpoint | 27.351229 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 17.93996 |
| month | 7.0 |
| outdoor_humidity | 98.0 |
| outdoor_temperature | 22.886 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 366212.22 |
| wind_direction | 90.0 |
| wind_speed | 5.65 |
-------------------------------------------------
-------------------------------------------------****************---------------------------------------------| 54%
| action_network/ | |
| Cooling_Setpoint_RL | 0.7658186 |
| Heating_Setpoint_RL | -0.9903761 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.209637 |
| Heating_Setpoint_RL | 12.054134 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.23994447 |
| air_humidity | 0.117766574 |
| air_temperature | 0.36360833 |
| clg_setpoint | 1.4574391 |
| co2_emission | 0.0 |
| day_of_month | 0.04868239 |
| diffuse_solar_radiation | -0.75205946 |
| direct_solar_radiation | -0.61311716 |
| hour | -1.5166706 |
| htg_setpoint | 1.331777 |
| month | 0.31296253 |
| outdoor_humidity | 1.2141682 |
| outdoor_temperature | 1.1002321 |
| people_occupant | -0.6887698 |
| total_electricity_HVAC | -0.26619577 |
| wind_direction | -0.6350075 |
| wind_speed | -0.65810496 |
| observation/ | |
| HVAC_electricity_demand_rate | 1846.1542 |
| air_humidity | 38.522793 |
| air_temperature | 23.250164 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 7.0 |
| outdoor_humidity | 94.0 |
| outdoor_temperature | 22.877588 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1661538.8 |
| wind_direction | 115.0 |
| wind_speed | 3.35 |
-------------------------------------------------
--------------------------------------------------***************---------------------------------------------| 54%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.62048924 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 21.115252 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5480443 |
| air_humidity | -0.025552921 |
| air_temperature | 0.06279088 |
| clg_setpoint | 0.5851715 |
| co2_emission | 0.0 |
| day_of_month | 0.16255161 |
| diffuse_solar_radiation | -0.7521896 |
| direct_solar_radiation | -0.61300826 |
| hour | -1.372117 |
| htg_setpoint | 1.1624922 |
| month | 0.31276944 |
| outdoor_humidity | -0.0946569 |
| outdoor_temperature | 1.1893021 |
| people_occupant | -0.6889655 |
| total_electricity_HVAC | -0.55883396 |
| wind_direction | -1.6824017 |
| wind_speed | -0.5529751 |
| observation/ | |
| HVAC_electricity_demand_rate | 492.6575 |
| air_humidity | 36.677685 |
| air_temperature | 22.805712 |
| clg_setpoint | 27.73483 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 22.554018 |
| month | 7.0 |
| outdoor_humidity | 66.5 |
| outdoor_temperature | 23.7731 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 443911.47 |
| wind_direction | 5.0 |
| wind_speed | 3.6 |
--------------------------------------------------
-------------------------------------------------****************---------------------------------------------| 54%
| action_network/ | |
| Cooling_Setpoint_RL | 0.7201814 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.055613 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.54980737 |
| air_humidity | -0.08348935 |
| air_temperature | 0.02193951 |
| clg_setpoint | 0.26596102 |
| co2_emission | 0.0 |
| day_of_month | 0.27641076 |
| diffuse_solar_radiation | -0.75237054 |
| direct_solar_radiation | -0.6132754 |
| hour | -1.2275882 |
| htg_setpoint | 0.7916364 |
| month | 0.31257674 |
| outdoor_humidity | 0.97692794 |
| outdoor_temperature | 1.1985826 |
| people_occupant | -0.6891607 |
| total_electricity_HVAC | -0.56050634 |
| wind_direction | -0.6339773 |
| wind_speed | -1.177304 |
| observation/ | |
| HVAC_electricity_demand_rate | 486.0318 |
| air_humidity | 35.93676 |
| air_temperature | 22.745974 |
| clg_setpoint | 26.906487 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 21.02507 |
| month | 7.0 |
| outdoor_humidity | 89.0 |
| outdoor_temperature | 23.887598 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 437960.84 |
| wind_direction | 115.0 |
| wind_speed | 2.1 |
-------------------------------------------------
-------------------------------------------------****************---------------------------------------------| 54%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.6009855 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 21.005543 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.556667 |
| air_humidity | 0.62953776 |
| air_temperature | -0.30620047 |
| clg_setpoint | -0.10074848 |
| co2_emission | 0.0 |
| day_of_month | 0.39024836 |
| diffuse_solar_radiation | -0.7525484 |
| direct_solar_radiation | -0.61282086 |
| hour | -1.0830791 |
| htg_setpoint | 0.096956186 |
| month | 0.31238437 |
| outdoor_humidity | 1.023592 |
| outdoor_temperature | 0.97888476 |
| people_occupant | -0.6893555 |
| total_electricity_HVAC | -0.56677574 |
| wind_direction | -0.6334511 |
| wind_speed | -1.3015941 |
| observation/ | |
| HVAC_electricity_demand_rate | 456.62256 |
| air_humidity | 45.180824 |
| air_temperature | 22.261509 |
| clg_setpoint | 25.954302 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 18.163937 |
| month | 7.0 |
| outdoor_humidity | 90.0 |
| outdoor_temperature | 21.75363 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 412604.5 |
| wind_direction | 115.0 |
| wind_speed | 1.8 |
-------------------------------------------------
-------------------------------------------------*****************--------------------------------------------| 55%
| action_network/ | |
| Cooling_Setpoint_RL | 0.28143173 |
| Heating_Setpoint_RL | -0.5499556 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.574833 |
| Heating_Setpoint_RL | 14.5315 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.55758876 |
| air_humidity | -0.22831404 |
| air_temperature | -0.16685608 |
| clg_setpoint | -1.1421893 |
| co2_emission | 0.0 |
| day_of_month | 0.5040458 |
| diffuse_solar_radiation | -0.19891433 |
| direct_solar_radiation | -0.57706785 |
| hour | -0.93858534 |
| htg_setpoint | -0.52436393 |
| month | 0.31219235 |
| outdoor_humidity | 1.2609986 |
| outdoor_temperature | 1.1260949 |
| people_occupant | -0.6895499 |
| total_electricity_HVAC | -0.56805325 |
| wind_direction | 0.27210957 |
| wind_speed | -1.0723407 |
| observation/ | |
| HVAC_electricity_demand_rate | 453.8723 |
| air_humidity | 34.090687 |
| air_temperature | 22.467995 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 55.0 |
| direct_solar_radiation | 9.0 |
| hour | 5.0 |
| htg_setpoint | 15.603243 |
| month | 7.0 |
| outdoor_humidity | 95.0 |
| outdoor_temperature | 23.211773 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 408485.1 |
| wind_direction | 210.0 |
| wind_speed | 2.35 |
-------------------------------------------------
-------------------------------------------------*****************--------------------------------------------| 55%
| action_network/ | |
| Cooling_Setpoint_RL | -0.4873452 |
| Heating_Setpoint_RL | 0.7172858 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.98021 |
| Heating_Setpoint_RL | 21.659733 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.56035453 |
| air_humidity | -1.5419211 |
| air_temperature | 0.16030183 |
| clg_setpoint | 0.16638535 |
| co2_emission | 0.0 |
| day_of_month | 0.61777747 |
| diffuse_solar_radiation | 0.00164825 |
| direct_solar_radiation | -0.6132109 |
| hour | -0.7941031 |
| htg_setpoint | -1.3978679 |
| month | 0.3120007 |
| outdoor_humidity | 1.02228 |
| outdoor_temperature | 1.2413915 |
| people_occupant | -0.68898094 |
| total_electricity_HVAC | -0.5706846 |
| wind_direction | 0.46281978 |
| wind_speed | -0.34302065 |
| observation/ | |
| HVAC_electricity_demand_rate | 440.756 |
| air_humidity | 17.079994 |
| air_temperature | 22.951864 |
| clg_setpoint | 26.647436 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 75.0 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 12.0 |
| month | 7.0 |
| outdoor_humidity | 90.0 |
| outdoor_temperature | 24.364513 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 396680.4 |
| wind_direction | 230.0 |
| wind_speed | 4.1 |
-------------------------------------------------
-------------------------------------------------*****************--------------------------------------------| 55%
| action_network/ | |
| Cooling_Setpoint_RL | -0.32218307 |
| Heating_Setpoint_RL | -0.267133 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.537632 |
| Heating_Setpoint_RL | 16.122377 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5641609 |
| air_humidity | -1.1319151 |
| air_temperature | -0.31342286 |
| clg_setpoint | 0.9282318 |
| co2_emission | 0.0 |
| day_of_month | 0.73141074 |
| diffuse_solar_radiation | 1.2469739 |
| direct_solar_radiation | -0.4414238 |
| hour | -0.6496291 |
| htg_setpoint | 0.030452855 |
| month | 0.3118094 |
| outdoor_humidity | 0.783472 |
| outdoor_temperature | 1.328465 |
| people_occupant | -0.68841344 |
| total_electricity_HVAC | -0.57430094 |
| wind_direction | 0.31964982 |
| wind_speed | 0.5316327 |
| observation/ | |
| HVAC_electricity_demand_rate | 422.99182 |
| air_humidity | 22.344202 |
| air_temperature | 22.252945 |
| clg_setpoint | 28.625784 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 199.0 |
| direct_solar_radiation | 43.0 |
| hour | 7.0 |
| htg_setpoint | 17.884155 |
| month | 7.0 |
| outdoor_humidity | 85.0 |
| outdoor_temperature | 25.23906 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 380692.62 |
| wind_direction | 215.0 |
| wind_speed | 6.2 |
-------------------------------------------------
-------------------------------------------------******************-------------------------------------------| 56%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.197879 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.51193 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5545755 |
| air_humidity | 0.148548 |
| air_temperature | 1.6079831 |
| clg_setpoint | 0.51494205 |
| co2_emission | 0.0 |
| day_of_month | 0.84490615 |
| diffuse_solar_radiation | 1.0651037 |
| direct_solar_radiation | -0.61331433 |
| hour | -0.5051606 |
| htg_setpoint | -0.42752218 |
| month | 0.31161845 |
| outdoor_humidity | 0.7828723 |
| outdoor_temperature | 1.3196657 |
| people_occupant | 1.6954361 |
| total_electricity_HVAC | -0.5664347 |
| wind_direction | 0.22408499 |
| wind_speed | 0.19754964 |
| observation/ | |
| HVAC_electricity_demand_rate | 465.95963 |
| air_humidity | 38.938686 |
| air_temperature | 25.088923 |
| clg_setpoint | 27.55296 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 181.0 |
| direct_solar_radiation | 0.0 |
| hour | 8.0 |
| htg_setpoint | 15.995729 |
| month | 7.0 |
| outdoor_humidity | 85.0 |
| outdoor_temperature | 25.174002 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 414272.44 |
| wind_direction | 205.0 |
| wind_speed | 5.4 |
-------------------------------------------------
-------------------------------------------------******************-------------------------------------------| 56%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.26931784 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.110086 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.8825809 |
| air_humidity | 1.1456826 |
| air_temperature | 0.36117822 |
| clg_setpoint | -1.1425159 |
| co2_emission | 0.0 |
| day_of_month | 0.95821744 |
| diffuse_solar_radiation | 1.3759243 |
| direct_solar_radiation | 1.8585552 |
| hour | -0.36069554 |
| htg_setpoint | 0.63292325 |
| month | 0.31142783 |
| outdoor_humidity | 0.47182268 |
| outdoor_temperature | 1.2990942 |
| people_occupant | 1.6948053 |
| total_electricity_HVAC | 0.7902778 |
| wind_direction | 0.5584394 |
| wind_speed | -1.0740521 |
| observation/ | |
| HVAC_electricity_demand_rate | 6771.285 |
| air_humidity | 51.879597 |
| air_temperature | 23.249353 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 212.0 |
| direct_solar_radiation | 618.0 |
| hour | 9.0 |
| htg_setpoint | 20.36755 |
| month | 7.0 |
| outdoor_humidity | 78.5 |
| outdoor_temperature | 24.986198 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 6052263.5 |
| wind_direction | 240.0 |
| wind_speed | 2.35 |
-------------------------------------------------
-------------------------------------------------******************-------------------------------------------| 56%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.32970226 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.770425 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.730966 |
| air_humidity | 1.0027975 |
| air_temperature | 0.97335184 |
| clg_setpoint | -0.80712605 |
| co2_emission | 0.0 |
| day_of_month | 1.0712918 |
| diffuse_solar_radiation | 3.693528 |
| direct_solar_radiation | 0.5782455 |
| hour | -0.21623221 |
| htg_setpoint | -1.3783613 |
| month | 0.3112376 |
| outdoor_humidity | -0.36283624 |
| outdoor_temperature | 1.8656484 |
| people_occupant | 1.6941763 |
| total_electricity_HVAC | 1.6065253 |
| wind_direction | 0.60608387 |
| wind_speed | -0.34363037 |
| observation/ | |
| HVAC_electricity_demand_rate | 10492.458 |
| air_humidity | 50.034733 |
| air_temperature | 24.15225 |
| clg_setpoint | 24.119287 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 443.0 |
| direct_solar_radiation | 298.0 |
| hour | 10.0 |
| htg_setpoint | 12.077012 |
| month | 7.0 |
| outdoor_humidity | 61.0 |
| outdoor_temperature | 30.564785 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 9443212.0 |
| wind_direction | 245.0 |
| wind_speed | 4.1 |
-------------------------------------------------
-------------------------------------------------******************-------------------------------------------| 56%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.98187196 |
| air_humidity | 1.1145155 |
| air_temperature | 0.3607084 |
| clg_setpoint | -1.1416065 |
| co2_emission | 0.0 |
| day_of_month | 1.1840698 |
| diffuse_solar_radiation | 1.3223317 |
| direct_solar_radiation | 2.206264 |
| hour | -0.07176954 |
| htg_setpoint | -0.31902838 |
| month | 0.31104767 |
| outdoor_humidity | 0.37559766 |
| outdoor_temperature | 1.292082 |
| people_occupant | 1.2169822 |
| total_electricity_HVAC | 0.89430434 |
| wind_direction | 0.079965614 |
| wind_speed | 0.3243674 |
| observation/ | |
| HVAC_electricity_demand_rate | 7208.421 |
| air_humidity | 51.495724 |
| air_temperature | 23.249111 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 207.0 |
| direct_solar_radiation | 705.0 |
| hour | 11.0 |
| htg_setpoint | 16.443293 |
| month | 7.0 |
| outdoor_humidity | 76.5 |
| outdoor_temperature | 24.95758 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 6485663.0 |
| wind_direction | 190.0 |
| wind_speed | 5.7 |
-------------------------------------------------
-------------------------------------------------******************-------------------------------------------| 57%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.11392853 |
| air_humidity | -0.2905749 |
| air_temperature | 0.35557726 |
| clg_setpoint | -1.141014 |
| co2_emission | 0.0 |
| day_of_month | 1.296486 |
| diffuse_solar_radiation | 3.0955803 |
| direct_solar_radiation | 0.86626583 |
| hour | 0.07269299 |
| htg_setpoint | -1.3970228 |
| month | 0.31085813 |
| outdoor_humidity | -0.98440766 |
| outdoor_temperature | 1.799222 |
| people_occupant | -0.6893828 |
| total_electricity_HVAC | -0.07958969 |
| wind_direction | 0.70150155 |
| wind_speed | -1.0941337 |
| observation/ | |
| HVAC_electricity_demand_rate | 2402.3694 |
| air_humidity | 33.30228 |
| air_temperature | 23.241663 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 384.0 |
| direct_solar_radiation | 370.0 |
| hour | 12.0 |
| htg_setpoint | 12.0 |
| month | 7.0 |
| outdoor_humidity | 48.0 |
| outdoor_temperature | 29.952532 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2440123.2 |
| wind_direction | 255.0 |
| wind_speed | 2.3 |
-------------------------------------------------
-------------------------------------------------******************-------------------------------------------| 57%
| action_network/ | |
| Cooling_Setpoint_RL | 0.14881772 |
| Heating_Setpoint_RL | -0.52834094 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.12726 |
| Heating_Setpoint_RL | 14.653082 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.52665234 |
| air_humidity | -1.5316244 |
| air_temperature | 0.5003711 |
| clg_setpoint | -0.14076103 |
| co2_emission | 0.0 |
| day_of_month | 1.4084691 |
| diffuse_solar_radiation | 1.7311547 |
| direct_solar_radiation | -0.6134788 |
| hour | 0.2171554 |
| htg_setpoint | -1.1748165 |
| month | 0.31066892 |
| outdoor_humidity | 0.75544804 |
| outdoor_temperature | 0.90616846 |
| people_occupant | -0.6888185 |
| total_electricity_HVAC | -0.5387278 |
| wind_direction | 0.27109176 |
| wind_speed | 0.84702027 |
| observation/ | |
| HVAC_electricity_demand_rate | 591.705 |
| air_humidity | 17.20447 |
| air_temperature | 23.454782 |
| clg_setpoint | 25.846231 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 248.0 |
| direct_solar_radiation | 0.0 |
| hour | 13.0 |
| htg_setpoint | 12.914116 |
| month | 7.0 |
| outdoor_humidity | 84.5 |
| outdoor_temperature | 21.199781 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 532534.56 |
| wind_direction | 210.0 |
| wind_speed | 6.95 |
-------------------------------------------------
-------------------------------------------------******************-------------------------------------------| 57%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.2666072 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.124664 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.68822426 |
| air_humidity | 1.1476007 |
| air_temperature | 0.36035293 |
| clg_setpoint | -1.1409001 |
| co2_emission | 0.0 |
| day_of_month | 1.5199422 |
| diffuse_solar_radiation | 2.1396506 |
| direct_solar_radiation | 1.3236113 |
| hour | 0.36161712 |
| htg_setpoint | 0.6705311 |
| month | 0.31048006 |
| outdoor_humidity | -0.36576393 |
| outdoor_temperature | 1.0352304 |
| people_occupant | 1.6953646 |
| total_electricity_HVAC | 0.6157232 |
| wind_direction | 0.12692496 |
| wind_speed | -0.23803067 |
| observation/ | |
| HVAC_electricity_demand_rate | 5913.161 |
| air_humidity | 51.924183 |
| air_temperature | 23.248621 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 289.0 |
| direct_solar_radiation | 484.0 |
| hour | 14.0 |
| htg_setpoint | 20.51756 |
| month | 7.0 |
| outdoor_humidity | 61.0 |
| outdoor_temperature | 22.475302 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 5321845.0 |
| wind_direction | 195.0 |
| wind_speed | 4.35 |
| train/ | |
| approx_kl | 0.008163858 |
| clip_fraction | 0.0821 |
| clip_range | 0.2 |
| entropy_loss | -2.6 |
| explained_variance | 0.675 |
| learning_rate | 0.0003 |
| loss | 0.613 |
| n_updates | 440 |
| policy_gradient_loss | -0.00935 |
| std | 0.887 |
| value_loss | 1.9 |
-------------------------------------------------
-------------------------------------------------******************-------------------------------------------| 57%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.37070653 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.539776 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.1377969 |
| air_humidity | 1.1849331 |
| air_temperature | 0.36021355 |
| clg_setpoint | -1.1403846 |
| co2_emission | 0.0 |
| day_of_month | 1.6308228 |
| diffuse_solar_radiation | 1.5876465 |
| direct_solar_radiation | 0.8753995 |
| hour | 0.5060771 |
| htg_setpoint | -1.3962903 |
| month | 0.31029153 |
| outdoor_humidity | 0.49214798 |
| outdoor_temperature | 1.3120401 |
| people_occupant | 1.694738 |
| total_electricity_HVAC | 1.0429461 |
| wind_direction | 0.031103557 |
| wind_speed | 0.9527878 |
| observation/ | |
| HVAC_electricity_demand_rate | 7882.293 |
| air_humidity | 52.420258 |
| air_temperature | 23.248583 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 234.0 |
| direct_solar_radiation | 372.0 |
| hour | 15.0 |
| htg_setpoint | 12.0 |
| month | 7.0 |
| outdoor_humidity | 79.0 |
| outdoor_temperature | 25.207672 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 7094063.5 |
| wind_direction | 185.0 |
| wind_speed | 7.2 |
-------------------------------------------------
--------------------------------------------------******************------------------------------------------| 58%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.0077388883 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.668531 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.1179671 |
| air_humidity | 1.3247106 |
| air_temperature | 0.3599818 |
| clg_setpoint | -1.1396435 |
| co2_emission | 0.0 |
| day_of_month | 1.7410243 |
| diffuse_solar_radiation | 1.9355363 |
| direct_solar_radiation | -0.2770675 |
| hour | 0.6505338 |
| htg_setpoint | 0.77200806 |
| month | 0.31010336 |
| outdoor_humidity | -0.22406664 |
| outdoor_temperature | 1.5222292 |
| people_occupant | 1.6941134 |
| total_electricity_HVAC | 1.0241108 |
| wind_direction | 0.12720345 |
| wind_speed | -0.655028 |
| observation/ | |
| HVAC_electricity_demand_rate | 7795.1396 |
| air_humidity | 54.24491 |
| air_temperature | 23.248499 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 269.0 |
| direct_solar_radiation | 84.0 |
| hour | 16.0 |
| htg_setpoint | 20.935606 |
| month | 7.0 |
| outdoor_humidity | 64.0 |
| outdoor_temperature | 27.293615 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 7015625.5 |
| wind_direction | 195.0 |
| wind_speed | 3.35 |
--------------------------------------------------
-------------------------------------------------*******************------------------------------------------| 58%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.4200985 |
| air_humidity | 1.2472116 |
| air_temperature | 0.36129975 |
| clg_setpoint | -1.1394378 |
| co2_emission | 0.0 |
| day_of_month | -1.6707388 |
| diffuse_solar_radiation | 0.07599138 |
| direct_solar_radiation | 0.990908 |
| hour | 0.794985 |
| htg_setpoint | -0.15558551 |
| month | 0.60835856 |
| outdoor_humidity | -0.34336856 |
| outdoor_temperature | 1.5740705 |
| people_occupant | 1.6934905 |
| total_electricity_HVAC | 1.5387219 |
| wind_direction | 0.12685607 |
| wind_speed | 1.2674483 |
| observation/ | |
| HVAC_electricity_demand_rate | 9118.214 |
| air_humidity | 53.25057 |
| air_temperature | 23.25103 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 83.0 |
| direct_solar_radiation | 401.0 |
| hour | 17.0 |
| htg_setpoint | 17.111624 |
| month | 8.0 |
| outdoor_humidity | 61.5 |
| outdoor_temperature | 27.829536 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 9149618.0 |
| wind_direction | 195.0 |
| wind_speed | 7.95 |
-------------------------------------------------
-------------------------------------------------*******************------------------------------------------| 58%
| action_network/ | |
| Cooling_Setpoint_RL | -0.06527377 |
| Heating_Setpoint_RL | -0.37945223 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.404701 |
| Heating_Setpoint_RL | 15.4905815 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.3200532 |
| air_humidity | 1.251394 |
| air_temperature | 0.35965383 |
| clg_setpoint | -1.1394114 |
| co2_emission | 0.0 |
| day_of_month | -1.5539978 |
| diffuse_solar_radiation | -0.41401455 |
| direct_solar_radiation | -0.10223244 |
| hour | 0.9394281 |
| htg_setpoint | -0.76215667 |
| month | 0.6078986 |
| outdoor_humidity | 0.44441313 |
| outdoor_temperature | 1.6002079 |
| people_occupant | 0.5016113 |
| total_electricity_HVAC | 0.29564792 |
| wind_direction | 0.030671768 |
| wind_speed | 0.32749668 |
| observation/ | |
| HVAC_electricity_demand_rate | 4304.4146 |
| air_humidity | 53.312424 |
| air_temperature | 23.249456 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 34.0 |
| direct_solar_radiation | 128.0 |
| hour | 18.0 |
| htg_setpoint | 14.610398 |
| month | 8.0 |
| outdoor_humidity | 78.0 |
| outdoor_temperature | 28.11812 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 3997269.0 |
| wind_direction | 185.0 |
| wind_speed | 5.7 |
-------------------------------------------------
--------------------------------------------------********************----------------------------------------| 59%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5010881 |
| air_humidity | -1.3558135 |
| air_temperature | 1.1444223 |
| clg_setpoint | 0.98677975 |
| co2_emission | 0.0 |
| day_of_month | -1.4378786 |
| diffuse_solar_radiation | -0.75416166 |
| direct_solar_radiation | -0.6142922 |
| hour | 1.0838599 |
| htg_setpoint | -1.3951507 |
| month | 0.60743964 |
| outdoor_humidity | 1.1130307 |
| outdoor_temperature | 1.4374404 |
| people_occupant | -0.6892183 |
| total_electricity_HVAC | -0.51357657 |
| wind_direction | -0.017328722 |
| wind_speed | 0.43263382 |
| observation/ | |
| HVAC_electricity_demand_rate | 707.6253 |
| air_humidity | 19.508324 |
| air_temperature | 24.404043 |
| clg_setpoint | 28.769144 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 92.0 |
| outdoor_temperature | 26.543911 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 640588.3 |
| wind_direction | 180.0 |
| wind_speed | 5.95 |
--------------------------------------------------
-------------------------------------------------*********************----------------------------------------| 59%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4979529 |
| air_humidity | -1.7927693 |
| air_temperature | 0.67672545 |
| clg_setpoint | -0.74998 |
| co2_emission | 0.0 |
| day_of_month | -1.3222865 |
| diffuse_solar_radiation | -0.75435066 |
| direct_solar_radiation | -0.61454517 |
| hour | 1.2282768 |
| htg_setpoint | -1.3939388 |
| month | 0.60698175 |
| outdoor_humidity | -0.84678185 |
| outdoor_temperature | 1.9975723 |
| people_occupant | -0.68865854 |
| total_electricity_HVAC | -0.41155759 |
| wind_direction | 0.9423957 |
| wind_speed | 0.22409585 |
| observation/ | |
| HVAC_electricity_demand_rate | 720.36053 |
| air_humidity | 13.795616 |
| air_temperature | 23.717346 |
| clg_setpoint | 24.26374 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 51.0 |
| outdoor_temperature | 32.096737 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1062362.2 |
| wind_direction | 280.0 |
| wind_speed | 5.45 |
-------------------------------------------------
-------------------------------------------------*********************----------------------------------------| 59%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.47562134 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 20.30037 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5202621 |
| air_humidity | 1.425058 |
| air_temperature | 0.07989367 |
| clg_setpoint | 0.08390923 |
| co2_emission | 0.0 |
| day_of_month | -1.2071352 |
| diffuse_solar_radiation | -0.7544225 |
| direct_solar_radiation | -0.6143234 |
| hour | 1.3726746 |
| htg_setpoint | 0.68302876 |
| month | 0.6065249 |
| outdoor_humidity | 1.1125379 |
| outdoor_temperature | 1.4175045 |
| people_occupant | -0.6888502 |
| total_electricity_HVAC | -0.5326902 |
| wind_direction | 0.07890657 |
| wind_speed | -0.96752256 |
| observation/ | |
| HVAC_electricity_demand_rate | 623.4678 |
| air_humidity | 55.562576 |
| air_temperature | 22.84083 |
| clg_setpoint | 26.427483 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 20.560926 |
| month | 8.0 |
| outdoor_humidity | 92.0 |
| outdoor_temperature | 26.406322 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 561121.0 |
| wind_direction | 190.0 |
| wind_speed | 2.6 |
-------------------------------------------------
--------------------------------------------------********************----------------------------------------| 59%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5507915 |
| air_humidity | 1.1308777 |
| air_temperature | -0.06479302 |
| clg_setpoint | -1.1404606 |
| co2_emission | 0.0 |
| day_of_month | -1.0923474 |
| diffuse_solar_radiation | -0.75450647 |
| direct_solar_radiation | -0.61385846 |
| hour | 1.5170485 |
| htg_setpoint | 0.8959617 |
| month | 0.6060691 |
| outdoor_humidity | 0.87240106 |
| outdoor_temperature | 0.97700995 |
| people_occupant | -0.6890415 |
| total_electricity_HVAC | -0.5615281 |
| wind_direction | -1.16771 |
| wind_speed | -0.109519586 |
| observation/ | |
| HVAC_electricity_demand_rate | 490.2186 |
| air_humidity | 51.76409 |
| air_temperature | 22.628868 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 21.441685 |
| month | 8.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 22.07327 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 441979.53 |
| wind_direction | 60.0 |
| wind_speed | 4.65 |
--------------------------------------------------
-------------------------------------------------**********************---------------------------------------| 60%
| action_network/ | |
| Cooling_Setpoint_RL | 0.8792584 |
| Heating_Setpoint_RL | 0.58770245 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.592497 |
| Heating_Setpoint_RL | 20.930826 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.4488076 |
| air_humidity | 0.33621955 |
| air_temperature | 0.35591853 |
| clg_setpoint | 1.0962503 |
| co2_emission | 0.0 |
| day_of_month | -0.97785354 |
| diffuse_solar_radiation | -0.75438905 |
| direct_solar_radiation | -0.61393404 |
| hour | 1.6613933 |
| htg_setpoint | 1.3342136 |
| month | 0.6056143 |
| outdoor_humidity | -0.05975915 |
| outdoor_temperature | 0.675115 |
| people_occupant | -0.68923235 |
| total_electricity_HVAC | 0.3882612 |
| wind_direction | -1.1661673 |
| wind_speed | -0.86279947 |
| observation/ | |
| HVAC_electricity_demand_rate | 4860.9326 |
| air_humidity | 41.450085 |
| air_temperature | 23.247618 |
| clg_setpoint | 29.055637 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 23.25 |
| month | 8.0 |
| outdoor_humidity | 67.5 |
| outdoor_temperature | 19.108583 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4374839.0 |
| wind_direction | 60.0 |
| wind_speed | 2.85 |
-------------------------------------------------
-------------------------------------------------**********************---------------------------------------| 60%
| action_network/ | |
| Cooling_Setpoint_RL | 0.5183289 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.37436 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.49574068 |
| air_humidity | 0.33121693 |
| air_temperature | 0.35741827 |
| clg_setpoint | 0.47925615 |
| co2_emission | 0.0 |
| day_of_month | -0.7501518 |
| diffuse_solar_radiation | -0.7545386 |
| direct_solar_radiation | -0.6142305 |
| hour | -1.6612563 |
| htg_setpoint | 1.3338002 |
| month | 0.6051605 |
| outdoor_humidity | 0.29945752 |
| outdoor_temperature | 0.6995308 |
| people_occupant | -0.68942285 |
| total_electricity_HVAC | 0.47806975 |
| wind_direction | -1.4527678 |
| wind_speed | -1.6159611 |
| observation/ | |
| HVAC_electricity_demand_rate | 5065.698 |
| air_humidity | 41.39772 |
| air_temperature | 23.250345 |
| clg_setpoint | 27.454388 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 23.25 |
| month | 8.0 |
| outdoor_humidity | 75.0 |
| outdoor_temperature | 19.36119 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4746182.0 |
| wind_direction | 30.0 |
| wind_speed | 1.05 |
-------------------------------------------------
-------------------------------------------------**********************---------------------------------------| 60%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5598894 |
| air_humidity | 0.5258916 |
| air_temperature | -0.2678143 |
| clg_setpoint | 0.59205204 |
| co2_emission | 0.0 |
| day_of_month | -0.63604873 |
| diffuse_solar_radiation | -0.7545497 |
| direct_solar_radiation | -0.6144441 |
| hour | -1.5166757 |
| htg_setpoint | 0.9755762 |
| month | 0.6047077 |
| outdoor_humidity | 0.65859604 |
| outdoor_temperature | 0.7954967 |
| people_occupant | -0.6896129 |
| total_electricity_HVAC | -0.5703897 |
| wind_direction | 0.61018234 |
| wind_speed | -0.65235096 |
| observation/ | |
| HVAC_electricity_demand_rate | 453.97867 |
| air_humidity | 43.939114 |
| air_temperature | 22.332975 |
| clg_setpoint | 27.74686 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 21.773998 |
| month | 8.0 |
| outdoor_humidity | 82.5 |
| outdoor_temperature | 20.31818 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 408580.8 |
| wind_direction | 245.0 |
| wind_speed | 3.35 |
-------------------------------------------------
--------------------------------------------------**********************--------------------------------------| 61%
| action_network/ | |
| Cooling_Setpoint_RL | -0.52588665 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.850132 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.57018596 |
| air_humidity | -1.3299392 |
| air_temperature | 0.126022 |
| clg_setpoint | -1.1405123 |
| co2_emission | 0.0 |
| day_of_month | -0.5220667 |
| diffuse_solar_radiation | -0.75450575 |
| direct_solar_radiation | -0.61480373 |
| hour | -1.3721244 |
| htg_setpoint | -0.003994512 |
| month | 0.604256 |
| outdoor_humidity | 1.1608613 |
| outdoor_temperature | 0.7363682 |
| people_occupant | -0.68905634 |
| total_electricity_HVAC | -0.580183 |
| wind_direction | 0.65800613 |
| wind_speed | -1.070892 |
| observation/ | |
| HVAC_electricity_demand_rate | 408.35745 |
| air_humidity | 19.830585 |
| air_temperature | 22.911629 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 17.73327 |
| month | 8.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 19.746336 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 367521.72 |
| wind_direction | 250.0 |
| wind_speed | 2.35 |
--------------------------------------------------
-------------------------------------------------***********************--------------------------------------| 61%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.66164345 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 21.346745 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5663818 |
| air_humidity | -1.8641436 |
| air_temperature | -0.12643443 |
| clg_setpoint | 1.0248926 |
| co2_emission | 0.0 |
| day_of_month | -0.4081688 |
| diffuse_solar_radiation | -0.75457853 |
| direct_solar_radiation | -0.6150542 |
| hour | -1.2275974 |
| htg_setpoint | -0.8223996 |
| month | 0.60380524 |
| outdoor_humidity | 1.2082726 |
| outdoor_temperature | 1.170884 |
| people_occupant | -0.68850106 |
| total_electricity_HVAC | -0.5764105 |
| wind_direction | 0.32195106 |
| wind_speed | -0.8608707 |
| observation/ | |
| HVAC_electricity_demand_rate | 424.0311 |
| air_humidity | 12.850168 |
| air_temperature | 22.541845 |
| clg_setpoint | 28.871584 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 14.354733 |
| month | 8.0 |
| outdoor_humidity | 94.0 |
| outdoor_temperature | 24.050554 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 382247.34 |
| wind_direction | 215.0 |
| wind_speed | 2.85 |
-------------------------------------------------
--------------------------------------------------**********************--------------------------------------| 61%
| action_network/ | |
| Cooling_Setpoint_RL | 0.8499754 |
| Heating_Setpoint_RL | 0.4714286 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.493668 |
| Heating_Setpoint_RL | 20.276787 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.008301902 |
| air_humidity | -0.14937674 |
| air_temperature | 0.3531885 |
| clg_setpoint | 1.459588 |
| co2_emission | 0.0 |
| day_of_month | -0.29432532 |
| diffuse_solar_radiation | -0.75425476 |
| direct_solar_radiation | -0.61492836 |
| hour | -1.0830894 |
| htg_setpoint | 1.334478 |
| month | 0.6033555 |
| outdoor_humidity | -0.060333107 |
| outdoor_temperature | 1.1441029 |
| people_occupant | -0.68869144 |
| total_electricity_HVAC | -0.046163518 |
| wind_direction | 1.6660633 |
| wind_speed | -0.106457435 |
| observation/ | |
| HVAC_electricity_demand_rate | 2860.5745 |
| air_humidity | 35.14068 |
| air_temperature | 23.245575 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 23.25 |
| month | 8.0 |
| outdoor_humidity | 67.5 |
| outdoor_temperature | 23.809357 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2574517.0 |
| wind_direction | 355.0 |
| wind_speed | 4.65 |
--------------------------------------------------
-------------------------------------------------************************-------------------------------------| 62%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.29491526 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 19.283897 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.17475308 |
| air_humidity | -0.16726783 |
| air_temperature | -0.2828921 |
| clg_setpoint | 0.26964343 |
| co2_emission | 0.0 |
| day_of_month | -0.18051368 |
| diffuse_solar_radiation | -0.50556266 |
| direct_solar_radiation | -0.56715393 |
| hour | -0.9385964 |
| htg_setpoint | 1.1104268 |
| month | 0.6029068 |
| outdoor_humidity | 0.873847 |
| outdoor_temperature | 1.011957 |
| people_occupant | -0.6888814 |
| total_electricity_HVAC | -0.20436701 |
| wind_direction | 0.561388 |
| wind_speed | -0.96553665 |
| observation/ | |
| HVAC_electricity_demand_rate | 2134.5764 |
| air_humidity | 34.91635 |
| air_temperature | 22.31351 |
| clg_setpoint | 26.910503 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 25.0 |
| direct_solar_radiation | 12.0 |
| hour | 5.0 |
| htg_setpoint | 22.325897 |
| month | 8.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 22.521246 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1921118.6 |
| wind_direction | 240.0 |
| wind_speed | 2.6 |
-------------------------------------------------
--------------------------------------------------***********************-------------------------------------| 62%
| action_network/ | |
| Cooling_Setpoint_RL | -0.122076064 |
| Heating_Setpoint_RL | -0.07214278 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.212994 |
| Heating_Setpoint_RL | 17.219196 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.15780997 |
| air_humidity | -0.24039933 |
| air_temperature | 0.3533885 |
| clg_setpoint | -1.1399055 |
| co2_emission | 0.0 |
| day_of_month | -0.066718265 |
| diffuse_solar_radiation | 0.20061348 |
| direct_solar_radiation | -0.3031863 |
| hour | -0.79411465 |
| htg_setpoint | 1.334455 |
| month | 0.6024591 |
| outdoor_humidity | 0.77813864 |
| outdoor_temperature | 1.2174958 |
| people_occupant | -0.689071 |
| total_electricity_HVAC | -0.1882617 |
| wind_direction | -0.2550879 |
| wind_speed | -0.96521276 |
| observation/ | |
| HVAC_electricity_demand_rate | 2209.8225 |
| air_humidity | 33.975273 |
| air_temperature | 23.246626 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 96.0 |
| direct_solar_radiation | 78.0 |
| hour | 6.0 |
| htg_setpoint | 23.25 |
| month | 8.0 |
| outdoor_humidity | 85.0 |
| outdoor_temperature | 24.575914 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1988840.2 |
| wind_direction | 155.0 |
| wind_speed | 2.6 |
--------------------------------------------------
--------------------------------------------------***********************-------------------------------------| 62%
| action_network/ | |
| Cooling_Setpoint_RL | 0.714023 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.034828 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.08488266 |
| air_humidity | 0.09697356 |
| air_temperature | 0.35499942 |
| clg_setpoint | 1.4603446 |
| co2_emission | 0.0 |
| day_of_month | 0.047069523 |
| diffuse_solar_radiation | -0.018316051 |
| direct_solar_radiation | -0.6156515 |
| hour | -0.649641 |
| htg_setpoint | 1.3344107 |
| month | 0.60201234 |
| outdoor_humidity | 0.96967405 |
| outdoor_temperature | 1.1715001 |
| people_occupant | -0.6892602 |
| total_electricity_HVAC | 0.3085481 |
| wind_direction | -1.2155348 |
| wind_speed | -0.75486535 |
| observation/ | |
| HVAC_electricity_demand_rate | 3269.0176 |
| air_humidity | 38.36637 |
| air_temperature | 23.249369 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 74.0 |
| direct_solar_radiation | 0.0 |
| hour | 7.0 |
| htg_setpoint | 23.25 |
| month | 8.0 |
| outdoor_humidity | 89.0 |
| outdoor_temperature | 24.139599 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4041292.2 |
| wind_direction | 55.0 |
| wind_speed | 3.1 |
--------------------------------------------------
-------------------------------------------------************************-------------------------------------| 62%
| action_network/ | |
| Cooling_Setpoint_RL | 0.30001295 |
| Heating_Setpoint_RL | 0.28712228 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.637543 |
| Heating_Setpoint_RL | 19.240063 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.53016746 |
| air_humidity | -0.64601594 |
| air_temperature | 0.3385069 |
| clg_setpoint | 1.3155453 |
| co2_emission | 0.0 |
| day_of_month | 0.16085134 |
| diffuse_solar_radiation | 1.4929383 |
| direct_solar_radiation | -0.387684 |
| hour | -0.5051726 |
| htg_setpoint | -1.3929012 |
| month | 0.6015666 |
| outdoor_humidity | 0.4421547 |
| outdoor_temperature | 1.7410958 |
| people_occupant | -0.68944895 |
| total_electricity_HVAC | -0.5422066 |
| wind_direction | -1.2625303 |
| wind_speed | 0.33652171 |
| observation/ | |
| HVAC_electricity_demand_rate | 587.7118 |
| air_humidity | 28.724619 |
| air_temperature | 23.225752 |
| clg_setpoint | 29.624187 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 226.0 |
| direct_solar_radiation | 57.0 |
| hour | 8.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 78.0 |
| outdoor_temperature | 29.80613 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 528940.6 |
| wind_direction | 50.0 |
| wind_speed | 5.7 |
-------------------------------------------------
-------------------------------------------------*************************------------------------------------| 63%
| action_network/ | |
| Cooling_Setpoint_RL | -0.20122492 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.945866 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4840858 |
| air_humidity | -1.8800937 |
| air_temperature | 0.92426026 |
| clg_setpoint | 1.4593351 |
| co2_emission | 0.0 |
| day_of_month | 0.27462193 |
| diffuse_solar_radiation | 1.7100056 |
| direct_solar_radiation | 1.3496386 |
| hour | -0.36070758 |
| htg_setpoint | -1.3921797 |
| month | 0.60112184 |
| outdoor_humidity | -1.4745739 |
| outdoor_temperature | 1.919118 |
| people_occupant | -0.68889683 |
| total_electricity_HVAC | -0.5033512 |
| wind_direction | -1.4045092 |
| wind_speed | 1.0706056 |
| observation/ | |
| HVAC_electricity_demand_rate | 787.37506 |
| air_humidity | 12.662102 |
| air_temperature | 24.084393 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 248.0 |
| direct_solar_radiation | 491.0 |
| hour | 9.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 38.0 |
| outdoor_temperature | 31.606829 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 688154.4 |
| wind_direction | 35.0 |
| wind_speed | 7.45 |
-------------------------------------------------
-------------------------------------------------*************************------------------------------------| 63%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.22687055 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.348854 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.46466163 |
| air_humidity | 0.36404264 |
| air_temperature | 0.40040186 |
| clg_setpoint | -1.1100496 |
| co2_emission | 0.0 |
| day_of_month | 0.38836914 |
| diffuse_solar_radiation | 1.601006 |
| direct_solar_radiation | 2.096279 |
| hour | -0.21624425 |
| htg_setpoint | -1.1740313 |
| month | 0.6006781 |
| outdoor_humidity | -1.4253626 |
| outdoor_temperature | 1.1558226 |
| people_occupant | 1.6956414 |
| total_electricity_HVAC | 0.40338096 |
| wind_direction | -1.3067932 |
| wind_speed | 0.33596313 |
| observation/ | |
| HVAC_electricity_demand_rate | 4921.4414 |
| air_humidity | 41.80713 |
| air_temperature | 23.318203 |
| clg_setpoint | 23.329561 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 237.0 |
| direct_solar_radiation | 678.0 |
| hour | 10.0 |
| htg_setpoint | 12.895808 |
| month | 8.0 |
| outdoor_humidity | 39.0 |
| outdoor_temperature | 24.066572 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 4429297.5 |
| wind_direction | 45.0 |
| wind_speed | 5.7 |
| train/ | |
| approx_kl | 0.008225121 |
| clip_fraction | 0.0734 |
| clip_range | 0.2 |
| entropy_loss | -2.59 |
| explained_variance | 0.705 |
| learning_rate | 0.0003 |
| loss | 0.754 |
| n_updates | 450 |
| policy_gradient_loss | -0.0109 |
| std | 0.884 |
| value_loss | 2.12 |
-------------------------------------------------
-------------------------------------------------*************************------------------------------------| 63%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.24737266 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.016472 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.1412835 |
| air_humidity | 0.7164113 |
| air_temperature | 1.832318 |
| clg_setpoint | -0.30632082 |
| co2_emission | 0.0 |
| day_of_month | 0.502074 |
| diffuse_solar_radiation | 1.8391972 |
| direct_solar_radiation | 2.083044 |
| hour | -0.07178155 |
| htg_setpoint | -1.3911875 |
| month | 0.60023534 |
| outdoor_humidity | -1.7601465 |
| outdoor_temperature | 1.3139113 |
| people_occupant | 1.2182968 |
| total_electricity_HVAC | -0.15681547 |
| wind_direction | -1.6412469 |
| wind_speed | -0.4407781 |
| observation/ | |
| HVAC_electricity_demand_rate | 2281.353 |
| air_humidity | 46.402546 |
| air_temperature | 25.414103 |
| clg_setpoint | 25.415787 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 261.0 |
| direct_solar_radiation | 675.0 |
| hour | 11.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 32.0 |
| outdoor_temperature | 25.642881 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 2118145.8 |
| wind_direction | 10.0 |
| wind_speed | 3.85 |
-------------------------------------------------
-------------------------------------------------*************************------------------------------------| 63%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.64984167 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.969641 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.6570003 |
| air_humidity | 0.9618486 |
| air_temperature | 0.62820524 |
| clg_setpoint | -0.98606473 |
| co2_emission | 0.0 |
| day_of_month | 0.6157107 |
| diffuse_solar_radiation | 0.6464215 |
| direct_solar_radiation | 2.7765412 |
| hour | 0.072681 |
| htg_setpoint | 0.22998953 |
| month | 0.5997935 |
| outdoor_humidity | -1.2804066 |
| outdoor_temperature | 1.881278 |
| people_occupant | 0.26441768 |
| total_electricity_HVAC | 0.9548677 |
| wind_direction | 0.47086433 |
| wind_speed | 0.21108243 |
| observation/ | |
| HVAC_electricity_demand_rate | 5758.1973 |
| air_humidity | 49.609444 |
| air_temperature | 23.652235 |
| clg_setpoint | 23.64928 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 141.0 |
| direct_solar_radiation | 849.0 |
| hour | 12.0 |
| htg_setpoint | 18.69003 |
| month | 8.0 |
| outdoor_humidity | 42.0 |
| outdoor_temperature | 31.281984 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 6702569.0 |
| wind_direction | 230.0 |
| wind_speed | 5.4 |
-------------------------------------------------
--------------------------------------------------*************************-----------------------------------| 64%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.08190616 |
| air_humidity | 0.5450403 |
| air_temperature | 2.316441 |
| clg_setpoint | -0.033464324 |
| co2_emission | 0.0 |
| day_of_month | 0.7292466 |
| diffuse_solar_radiation | 1.0046581 |
| direct_solar_radiation | 2.0864506 |
| hour | 0.21714343 |
| htg_setpoint | -1.390901 |
| month | 0.5993527 |
| outdoor_humidity | -1.8547962 |
| outdoor_temperature | 1.9618121 |
| people_occupant | 1.2174097 |
| total_electricity_HVAC | -0.11048421 |
| wind_direction | 1.3822899 |
| wind_speed | 0.7576445 |
| observation/ | |
| HVAC_electricity_demand_rate | 2541.4568 |
| air_humidity | 44.194313 |
| air_temperature | 26.121819 |
| clg_setpoint | 26.121971 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 177.0 |
| direct_solar_radiation | 677.0 |
| hour | 13.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 30.0 |
| outdoor_temperature | 32.118423 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 2310520.2 |
| wind_direction | 325.0 |
| wind_speed | 6.7 |
--------------------------------------------------
------------------------------------------------***************************-----------------------------------| 64%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.90796083 |
| air_humidity | 1.1110457 |
| air_temperature | 0.35227907 |
| clg_setpoint | -1.1392123 |
| co2_emission | 0.0 |
| day_of_month | 0.8426428 |
| diffuse_solar_radiation | 2.0378294 |
| direct_solar_radiation | 1.2910672 |
| hour | 0.36160523 |
| htg_setpoint | -1.390685 |
| month | 0.59891284 |
| outdoor_humidity | -1.2536966 |
| outdoor_temperature | 1.2801402 |
| people_occupant | 1.6935048 |
| total_electricity_HVAC | 0.853488 |
| wind_direction | 0.1339173 |
| wind_speed | 0.12731418 |
| observation/ | |
| HVAC_electricity_demand_rate | 6850.138 |
| air_humidity | 51.563145 |
| air_temperature | 23.249298 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 281.0 |
| direct_solar_radiation | 478.0 |
| hour | 14.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 42.5 |
| outdoor_temperature | 25.366835 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 6283544.0 |
| wind_direction | 195.0 |
| wind_speed | 5.2 |
------------------------------------------------
-------------------------------------------------**************************-----------------------------------| 64%
| action_network/ | |
| Cooling_Setpoint_RL | -0.1229912 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.209904 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.24817401 |
| air_humidity | -0.80270964 |
| air_temperature | 0.3526369 |
| clg_setpoint | -1.1392821 |
| co2_emission | 0.0 |
| day_of_month | 0.95585334 |
| diffuse_solar_radiation | 1.5995047 |
| direct_solar_radiation | 0.699803 |
| hour | 0.5060653 |
| htg_setpoint | -1.3903204 |
| month | 0.5984739 |
| outdoor_humidity | -1.9960705 |
| outdoor_temperature | 1.9888434 |
| people_occupant | -0.6892875 |
| total_electricity_HVAC | 0.441513 |
| wind_direction | 1.1415656 |
| wind_speed | 1.1994962 |
| observation/ | |
| HVAC_electricity_demand_rate | 3976.906 |
| air_humidity | 26.677767 |
| air_temperature | 23.250004 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 237.0 |
| direct_solar_radiation | 330.0 |
| hour | 15.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 27.0 |
| outdoor_temperature | 32.42401 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4583916.5 |
| wind_direction | 300.0 |
| wind_speed | 7.75 |
-------------------------------------------------
---------------------------------------------------*************************----------------------------------| 65%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.468019 |
| air_humidity | -1.1721722 |
| air_temperature | 1.1936398 |
| clg_setpoint | 1.4601282 |
| co2_emission | 0.0 |
| day_of_month | 1.0688263 |
| diffuse_solar_radiation | 0.397049 |
| direct_solar_radiation | 1.2298715 |
| hour | 0.6505221 |
| htg_setpoint | 0.65232176 |
| month | 0.598036 |
| outdoor_humidity | -1.9449271 |
| outdoor_temperature | 1.4822755 |
| people_occupant | -0.6887397 |
| total_electricity_HVAC | -0.48856753 |
| wind_direction | -1.3534659 |
| wind_speed | 0.00023504923 |
| observation/ | |
| HVAC_electricity_demand_rate | 859.6557 |
| air_humidity | 21.862066 |
| air_temperature | 24.478926 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 116.0 |
| direct_solar_radiation | 463.0 |
| hour | 16.0 |
| htg_setpoint | 20.427994 |
| month | 8.0 |
| outdoor_humidity | 28.0 |
| outdoor_temperature | 27.403461 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 751317.44 |
| wind_direction | 40.0 |
| wind_speed | 4.9 |
---------------------------------------------------
-------------------------------------------------***************************----------------------------------| 65%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.2356858 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.299267 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.3732922 |
| air_humidity | 0.8900034 |
| air_temperature | 1.8140166 |
| clg_setpoint | -0.31653157 |
| co2_emission | 0.0 |
| day_of_month | 1.1815035 |
| diffuse_solar_radiation | 0.1485028 |
| direct_solar_radiation | -0.15141921 |
| hour | 0.7949737 |
| htg_setpoint | -1.389569 |
| month | 0.597599 |
| outdoor_humidity | -0.36439648 |
| outdoor_temperature | 1.1881776 |
| people_occupant | 1.6949611 |
| total_electricity_HVAC | -0.44994864 |
| wind_direction | 0.038404994 |
| wind_speed | 1.389272 |
| observation/ | |
| HVAC_electricity_demand_rate | 1271.9578 |
| air_humidity | 48.674652 |
| air_temperature | 25.384993 |
| clg_setpoint | 25.386118 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 91.0 |
| direct_solar_radiation | 117.0 |
| hour | 17.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 61.0 |
| outdoor_temperature | 24.49128 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 910768.6 |
| wind_direction | 185.0 |
| wind_speed | 8.2 |
-------------------------------------------------
-------------------------------------------------***************************----------------------------------| 65%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.1007378 |
| air_humidity | 1.8327055 |
| air_temperature | 0.35181987 |
| clg_setpoint | -1.1388063 |
| co2_emission | 0.0 |
| day_of_month | 1.2938206 |
| diffuse_solar_radiation | -0.6865612 |
| direct_solar_radiation | -0.61052567 |
| hour | 0.9394173 |
| htg_setpoint | -0.16569276 |
| month | 0.597163 |
| outdoor_humidity | 0.497246 |
| outdoor_temperature | 1.2378088 |
| people_occupant | 0.5026842 |
| total_electricity_HVAC | -0.13405798 |
| wind_direction | -0.6816961 |
| wind_speed | -0.65195364 |
| observation/ | |
| HVAC_electricity_demand_rate | 2457.3901 |
| air_humidity | 60.941956 |
| air_temperature | 23.249754 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 7.0 |
| direct_solar_radiation | 2.0 |
| hour | 18.0 |
| htg_setpoint | 17.050869 |
| month | 8.0 |
| outdoor_humidity | 79.0 |
| outdoor_temperature | 24.997486 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 2211651.2 |
| wind_direction | 110.0 |
| wind_speed | 3.35 |
-------------------------------------------------
-------------------------------------------------***************************----------------------------------| 65%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.45409504 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.070716 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.2762112 |
| air_humidity | 1.0847204 |
| air_temperature | 0.35158122 |
| clg_setpoint | -1.138563 |
| co2_emission | 0.0 |
| day_of_month | 1.4057078 |
| diffuse_solar_radiation | -0.75620574 |
| direct_solar_radiation | -0.61877406 |
| hour | 1.0838499 |
| htg_setpoint | -1.389542 |
| month | 0.59672797 |
| outdoor_humidity | -0.74767095 |
| outdoor_temperature | 1.0237193 |
| people_occupant | -0.45095277 |
| total_electricity_HVAC | -0.2842945 |
| wind_direction | -0.82456905 |
| wind_speed | -0.65198296 |
| observation/ | |
| HVAC_electricity_demand_rate | 1695.2013 |
| air_humidity | 51.231773 |
| air_temperature | 23.24999 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 53.0 |
| outdoor_temperature | 22.882992 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 1593955.4 |
| wind_direction | 95.0 |
| wind_speed | 3.35 |
-------------------------------------------------
-------------------------------------------------****************************---------------------------------| 66%
| action_network/ | |
| Cooling_Setpoint_RL | 0.6277424 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.74363 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.52061063 |
| air_humidity | 0.99944746 |
| air_temperature | 0.14440209 |
| clg_setpoint | -1.1379918 |
| co2_emission | 0.0 |
| day_of_month | 1.5170897 |
| diffuse_solar_radiation | -0.7562828 |
| direct_solar_radiation | -0.6190623 |
| hour | 1.228268 |
| htg_setpoint | 0.16098797 |
| month | 0.59629387 |
| outdoor_humidity | 0.16280325 |
| outdoor_temperature | 0.7392464 |
| people_occupant | -0.45117486 |
| total_electricity_HVAC | -0.53319085 |
| wind_direction | -0.1040538 |
| wind_speed | -1.4305497 |
| observation/ | |
| HVAC_electricity_demand_rate | 634.45337 |
| air_humidity | 50.13474 |
| air_temperature | 22.94792 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 18.400707 |
| month | 8.0 |
| outdoor_humidity | 72.0 |
| outdoor_temperature | 20.062819 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 571008.0 |
| wind_direction | 170.0 |
| wind_speed | 1.5 |
-------------------------------------------------
-------------------------------------------------****************************---------------------------------| 66%
| action_network/ | |
| Cooling_Setpoint_RL | -0.8488739 |
| Heating_Setpoint_RL | 0.59489083 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.76005 |
| Heating_Setpoint_RL | 20.97126 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5337714 |
| air_humidity | 0.21577922 |
| air_temperature | 0.07500347 |
| clg_setpoint | -0.3304229 |
| co2_emission | 0.0 |
| day_of_month | 1.627886 |
| diffuse_solar_radiation | -0.75635064 |
| direct_solar_radiation | -0.61932313 |
| hour | 1.3726674 |
| htg_setpoint | 0.940672 |
| month | 0.5958607 |
| outdoor_humidity | -0.12362033 |
| outdoor_temperature | 0.87359434 |
| people_occupant | -0.6896732 |
| total_electricity_HVAC | -0.5457142 |
| wind_direction | 0.32856902 |
| wind_speed | -1.1979749 |
| observation/ | |
| HVAC_electricity_demand_rate | 578.1017 |
| air_humidity | 39.94952 |
| air_temperature | 22.847124 |
| clg_setpoint | 25.345448 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 21.618788 |
| month | 8.0 |
| outdoor_humidity | 66.0 |
| outdoor_temperature | 21.410568 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 520291.53 |
| wind_direction | 215.0 |
| wind_speed | 2.05 |
-------------------------------------------------
-------------------------------------------------****************************---------------------------------| 66%
| action_network/ | |
| Cooling_Setpoint_RL | -0.31152055 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.573618 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.48010606 |
| air_humidity | -0.9971425 |
| air_temperature | 0.34777147 |
| clg_setpoint | 0.14777325 |
| co2_emission | 0.0 |
| day_of_month | 1.7380121 |
| diffuse_solar_radiation | -0.7563551 |
| direct_solar_radiation | -0.6195092 |
| hour | 1.5170437 |
| htg_setpoint | 1.336073 |
| month | 0.59542847 |
| outdoor_humidity | 0.0677848 |
| outdoor_temperature | 1.2404023 |
| people_occupant | -0.68912846 |
| total_electricity_HVAC | -0.49470386 |
| wind_direction | 0.95186704 |
| wind_speed | 0.023592437 |
| observation/ | |
| HVAC_electricity_demand_rate | 810.0537 |
| air_humidity | 24.191591 |
| air_temperature | 23.245268 |
| clg_setpoint | 26.587482 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 23.25 |
| month | 8.0 |
| outdoor_humidity | 70.0 |
| outdoor_temperature | 25.067719 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 729048.3 |
| wind_direction | 280.0 |
| wind_speed | 4.95 |
-------------------------------------------------
-------------------------------------------------****************************---------------------------------| 66%
| action_network/ | |
| Cooling_Setpoint_RL | 0.13947386 |
| Heating_Setpoint_RL | -0.6801287 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.095724 |
| Heating_Setpoint_RL | 13.799276 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.55456597 |
| air_humidity | -1.9043971 |
| air_temperature | 0.098041244 |
| clg_setpoint | 1.461589 |
| co2_emission | 0.0 |
| day_of_month | -1.6700922 |
| diffuse_solar_radiation | -0.7564194 |
| direct_solar_radiation | -0.61971486 |
| hour | 1.6613916 |
| htg_setpoint | -0.07931836 |
| month | 0.8963216 |
| outdoor_humidity | -1.2728537 |
| outdoor_temperature | 1.1128311 |
| people_occupant | -0.688585 |
| total_electricity_HVAC | -0.56546825 |
| wind_direction | 1.4777801 |
| wind_speed | -0.650152 |
| observation/ | |
| HVAC_electricity_demand_rate | 485.84814 |
| air_humidity | 12.36535 |
| air_temperature | 22.881834 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 17.404314 |
| month | 9.0 |
| outdoor_humidity | 42.0 |
| outdoor_temperature | 23.818714 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 437263.3 |
| wind_direction | 335.0 |
| wind_speed | 3.35 |
-------------------------------------------------
-------------------------------------------------*****************************--------------------------------| 67%
| action_network/ | |
| Cooling_Setpoint_RL | -0.18973994 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.984627 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5601258 |
| air_humidity | 0.5333816 |
| air_temperature | -0.2243586 |
| clg_setpoint | 0.02219723 |
| co2_emission | 0.0 |
| day_of_month | -1.4401374 |
| diffuse_solar_radiation | -0.75652635 |
| direct_solar_radiation | -0.6197493 |
| hour | -1.661258 |
| htg_setpoint | -0.40485284 |
| month | 0.89545846 |
| outdoor_humidity | -0.45797473 |
| outdoor_temperature | 0.6585642 |
| people_occupant | -0.68877125 |
| total_electricity_HVAC | -0.5701506 |
| wind_direction | -1.4456071 |
| wind_speed | -1.1967978 |
| observation/ | |
| HVAC_electricity_demand_rate | 462.1601 |
| air_humidity | 44.059223 |
| air_temperature | 22.412472 |
| clg_setpoint | 26.262749 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 16.060822 |
| month | 9.0 |
| outdoor_humidity | 59.0 |
| outdoor_temperature | 19.312569 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 418429.78 |
| wind_direction | 30.0 |
| wind_speed | 2.05 |
-------------------------------------------------
-------------------------------------------------*****************************--------------------------------| 67%
| action_network/ | |
| Cooling_Setpoint_RL | 0.47813177 |
| Heating_Setpoint_RL | 0.5766741 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.238695 |
| Heating_Setpoint_RL | 20.868792 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.56157255 |
| air_humidity | 0.2723776 |
| air_temperature | -0.06135443 |
| clg_setpoint | -1.0318464 |
| co2_emission | 0.0 |
| day_of_month | -1.3243501 |
| diffuse_solar_radiation | -0.75661635 |
| direct_solar_radiation | -0.62001914 |
| hour | -1.5166805 |
| htg_setpoint | 0.8216675 |
| month | 0.8945978 |
| outdoor_humidity | 0.21373639 |
| outdoor_temperature | 0.7180088 |
| people_occupant | -0.68895704 |
| total_electricity_HVAC | -0.5720364 |
| wind_direction | 0.8076443 |
| wind_speed | -0.7539694 |
| observation/ | |
| HVAC_electricity_demand_rate | 456.8752 |
| air_humidity | 40.673206 |
| air_temperature | 22.650576 |
| clg_setpoint | 23.525936 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 21.126692 |
| month | 9.0 |
| outdoor_humidity | 73.0 |
| outdoor_temperature | 19.912638 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 411617.03 |
| wind_direction | 265.0 |
| wind_speed | 3.1 |
-------------------------------------------------
-------------------------------------------------******************************-------------------------------| 68%
| action_network/ | |
| Cooling_Setpoint_RL | 0.75771576 |
| Heating_Setpoint_RL | 0.88208973 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.182291 |
| Heating_Setpoint_RL | 22.586754 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5662266 |
| air_humidity | 0.33776 |
| air_temperature | -0.3595031 |
| clg_setpoint | 0.5734025 |
| co2_emission | 0.0 |
| day_of_month | -1.2090344 |
| diffuse_solar_radiation | -0.7566703 |
| direct_solar_radiation | -0.6202628 |
| hour | -1.3721315 |
| htg_setpoint | -1.3889263 |
| month | 0.89373964 |
| outdoor_humidity | 0.35788432 |
| outdoor_temperature | 0.73970985 |
| people_occupant | -0.6891425 |
| total_electricity_HVAC | -0.5761264 |
| wind_direction | 0.42395958 |
| wind_speed | -0.96391016 |
| observation/ | |
| HVAC_electricity_demand_rate | 437.76102 |
| air_humidity | 41.53335 |
| air_temperature | 22.216917 |
| clg_setpoint | 27.693592 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 12.0 |
| month | 9.0 |
| outdoor_humidity | 76.0 |
| outdoor_temperature | 20.139347 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 395857.6 |
| wind_direction | 225.0 |
| wind_speed | 2.6 |
-------------------------------------------------
-------------------------------------------------******************************-------------------------------| 68%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.60017043 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 21.000957 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5598327 |
| air_humidity | 0.022245737 |
| air_temperature | 0.21984789 |
| clg_setpoint | 1.1823543 |
| co2_emission | 0.0 |
| day_of_month | -1.0941107 |
| diffuse_solar_radiation | -0.7567478 |
| direct_solar_radiation | -0.620434 |
| hour | -1.2276059 |
| htg_setpoint | -0.77896893 |
| month | 0.89288396 |
| outdoor_humidity | 0.59768915 |
| outdoor_temperature | 1.0028725 |
| people_occupant | -0.6893276 |
| total_electricity_HVAC | -0.57051325 |
| wind_direction | 0.85537195 |
| wind_speed | -1.1744305 |
| observation/ | |
| HVAC_electricity_demand_rate | 466.51465 |
| air_humidity | 37.440125 |
| air_temperature | 23.060764 |
| clg_setpoint | 29.275421 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 14.518868 |
| month | 9.0 |
| outdoor_humidity | 81.0 |
| outdoor_temperature | 22.769854 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 419863.2 |
| wind_direction | 270.0 |
| wind_speed | 2.1 |
-------------------------------------------------
-------------------------------------------------******************************-------------------------------| 68%
| action_network/ | |
| Cooling_Setpoint_RL | -0.2423675 |
| Heating_Setpoint_RL | 0.17730686 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.80701 |
| Heating_Setpoint_RL | 18.62235 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5610979 |
| air_humidity | -0.18251199 |
| air_temperature | 0.18220846 |
| clg_setpoint | 0.6333345 |
| co2_emission | 0.0 |
| day_of_month | -0.9795079 |
| diffuse_solar_radiation | -0.7566746 |
| direct_solar_radiation | -0.6207091 |
| hour | -1.0830991 |
| htg_setpoint | 0.5092068 |
| month | 0.8920307 |
| outdoor_humidity | 1.1253692 |
| outdoor_temperature | 0.9868036 |
| people_occupant | -0.68951225 |
| total_electricity_HVAC | -0.571726 |
| wind_direction | 0.23213688 |
| wind_speed | -0.85790896 |
| observation/ | |
| HVAC_electricity_demand_rate | 462.0722 |
| air_humidity | 34.78697 |
| air_temperature | 23.00653 |
| clg_setpoint | 27.849241 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 19.838179 |
| month | 9.0 |
| outdoor_humidity | 92.0 |
| outdoor_temperature | 22.626343 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 415864.97 |
| wind_direction | 205.0 |
| wind_speed | 2.85 |
-------------------------------------------------
-------------------------------------------------******************************-------------------------------| 68%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5763236 |
| air_humidity | -1.603772 |
| air_temperature | -0.3342758 |
| clg_setpoint | 0.49237084 |
| co2_emission | 0.0 |
| day_of_month | -0.8651624 |
| diffuse_solar_radiation | -0.7567406 |
| direct_solar_radiation | -0.62085503 |
| hour | -0.938607 |
| htg_setpoint | -0.59845626 |
| month | 0.8911799 |
| outdoor_humidity | 1.316857 |
| outdoor_temperature | 1.048803 |
| people_occupant | -0.6889718 |
| total_electricity_HVAC | -0.58619934 |
| wind_direction | 0.4239328 |
| wind_speed | -1.0688603 |
| observation/ | |
| HVAC_electricity_demand_rate | 394.9109 |
| air_humidity | 16.296038 |
| air_temperature | 22.25588 |
| clg_setpoint | 27.484583 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 15.263361 |
| month | 9.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 23.25633 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 355419.8 |
| wind_direction | 225.0 |
| wind_speed | 2.35 |
-------------------------------------------------
-------------------------------------------------*******************************------------------------------| 69%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.34454805 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.563082 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6472864 |
| air_humidity | 0.8551903 |
| air_temperature | -0.09430829 |
| clg_setpoint | 1.4603508 |
| co2_emission | 0.0 |
| day_of_month | -0.75101817 |
| diffuse_solar_radiation | -0.40817827 |
| direct_solar_radiation | -0.620689 |
| hour | -0.7941257 |
| htg_setpoint | -1.3883526 |
| month | 0.89033157 |
| outdoor_humidity | 0.8847472 |
| outdoor_temperature | 0.4794491 |
| people_occupant | -0.6884326 |
| total_electricity_HVAC | -0.65365124 |
| wind_direction | -1.1107672 |
| wind_speed | -1.0682522 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 48.2514 |
| air_temperature | 22.605288 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 35.0 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 12.0 |
| month | 9.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 17.601206 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 65.0 |
| wind_speed | 2.35 |
-------------------------------------------------
-------------------------------------------------*******************************------------------------------| 69%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.41329283 |
| air_humidity | 0.40787527 |
| air_temperature | -0.4988377 |
| clg_setpoint | -0.5206127 |
| co2_emission | 0.0 |
| day_of_month | -0.63702655 |
| diffuse_solar_radiation | -0.1592454 |
| direct_solar_radiation | 2.129211 |
| hour | -0.64965224 |
| htg_setpoint | -0.6174668 |
| month | 0.8894856 |
| outdoor_humidity | -0.60398865 |
| outdoor_temperature | 0.64550954 |
| people_occupant | -0.6886176 |
| total_electricity_HVAC | -0.4312652 |
| wind_direction | 1.5287344 |
| wind_speed | 0.11290849 |
| observation/ | |
| HVAC_electricity_demand_rate | 1099.9283 |
| air_humidity | 42.446693 |
| air_temperature | 22.017773 |
| clg_setpoint | 24.854412 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 60.0 |
| direct_solar_radiation | 691.0 |
| hour | 7.0 |
| htg_setpoint | 15.185704 |
| month | 9.0 |
| outdoor_humidity | 56.0 |
| outdoor_temperature | 19.261753 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 989983.3 |
| wind_direction | 340.0 |
| wind_speed | 5.15 |
| train/ | |
| approx_kl | 0.009345977 |
| clip_fraction | 0.108 |
| clip_range | 0.2 |
| entropy_loss | -2.58 |
| explained_variance | 0.667 |
| learning_rate | 0.0003 |
| loss | 0.554 |
| n_updates | 460 |
| policy_gradient_loss | -0.0144 |
| std | 0.876 |
| value_loss | 0.961 |
-------------------------------------------------
-------------------------------------------------*******************************------------------------------| 69%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.69952476 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 21.559826 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.64225614 |
| air_humidity | -0.24801211 |
| air_temperature | 1.3009301 |
| clg_setpoint | 0.82083076 |
| co2_emission | 0.0 |
| day_of_month | -0.523146 |
| diffuse_solar_radiation | 0.7077895 |
| direct_solar_radiation | 1.7525204 |
| hour | -0.505184 |
| htg_setpoint | 1.3350623 |
| month | 0.888642 |
| outdoor_humidity | -1.1545237 |
| outdoor_temperature | 0.37881306 |
| people_occupant | 1.6950077 |
| total_electricity_HVAC | -0.6460478 |
| wind_direction | -1.3487388 |
| wind_speed | -0.22474982 |
| observation/ | |
| HVAC_electricity_demand_rate | 110.77488 |
| air_humidity | 33.913624 |
| air_temperature | 24.63371 |
| clg_setpoint | 28.337984 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 147.0 |
| direct_solar_radiation | 597.0 |
| hour | 8.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 44.5 |
| outdoor_temperature | 16.61412 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 111379.15 |
| wind_direction | 40.0 |
| wind_speed | 4.35 |
-------------------------------------------------
-------------------------------------------------*******************************------------------------------| 69%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.30090457 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.317589 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.19791102 |
| air_humidity | 0.9978246 |
| air_temperature | 0.34811783 |
| clg_setpoint | -1.1378543 |
| co2_emission | 0.0 |
| day_of_month | -0.40934187 |
| diffuse_solar_radiation | 2.003212 |
| direct_solar_radiation | 1.1116681 |
| hour | -0.36071903 |
| htg_setpoint | 0.23151237 |
| month | 0.8878009 |
| outdoor_humidity | -1.0095462 |
| outdoor_temperature | 0.82807976 |
| people_occupant | 1.6944096 |
| total_electricity_HVAC | 0.18689942 |
| wind_direction | 0.61664534 |
| wind_speed | -0.5405704 |
| observation/ | |
| HVAC_electricity_demand_rate | 3742.1829 |
| air_humidity | 50.122852 |
| air_temperature | 23.24944 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 277.0 |
| direct_solar_radiation | 436.0 |
| hour | 9.0 |
| htg_setpoint | 18.693342 |
| month | 9.0 |
| outdoor_humidity | 47.5 |
| outdoor_temperature | 21.086494 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 3520565.5 |
| wind_direction | 245.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------*******************************-----------------------------| 70%
| action_network/ | |
| Cooling_Setpoint_RL | -0.21128285 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.91192 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.227392 |
| air_humidity | 1.5132921 |
| air_temperature | 0.3464172 |
| clg_setpoint | -1.13754 |
| co2_emission | 0.0 |
| day_of_month | -0.29558665 |
| diffuse_solar_radiation | 2.3806448 |
| direct_solar_radiation | -0.24740733 |
| hour | -0.21625566 |
| htg_setpoint | 0.3847648 |
| month | 0.8869621 |
| outdoor_humidity | 0.646422 |
| outdoor_temperature | 1.3580685 |
| people_occupant | 1.6938132 |
| total_electricity_HVAC | 1.128048 |
| wind_direction | 0.2808885 |
| wind_speed | -0.118841335 |
| observation/ | |
| HVAC_electricity_demand_rate | 8188.525 |
| air_humidity | 56.845325 |
| air_temperature | 23.247078 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 315.0 |
| direct_solar_radiation | 94.0 |
| hour | 10.0 |
| htg_setpoint | 19.327248 |
| month | 9.0 |
| outdoor_humidity | 82.0 |
| outdoor_temperature | 26.36611 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 7369672.5 |
| wind_direction | 210.0 |
| wind_speed | 4.6 |
--------------------------------------------------
-------------------------------------------------********************************-----------------------------| 70%
| action_network/ | |
| Cooling_Setpoint_RL | 0.09466046 |
| Heating_Setpoint_RL | -0.39326268 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.944479 |
| Heating_Setpoint_RL | 15.412897 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.49957874 |
| air_humidity | -0.5083969 |
| air_temperature | 0.18388031 |
| clg_setpoint | 0.17887788 |
| co2_emission | 0.0 |
| day_of_month | -0.18185943 |
| diffuse_solar_radiation | 1.4935621 |
| direct_solar_radiation | 1.7290236 |
| hour | -0.07179296 |
| htg_setpoint | -0.06123723 |
| month | 0.88612574 |
| outdoor_humidity | 0.16542834 |
| outdoor_temperature | 1.4335519 |
| people_occupant | -0.68935376 |
| total_electricity_HVAC | -0.52046245 |
| wind_direction | 0.5686488 |
| wind_speed | 0.8737059 |
| observation/ | |
| HVAC_electricity_demand_rate | 729.2807 |
| air_humidity | 30.55697 |
| air_temperature | 23.011517 |
| clg_setpoint | 26.669167 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 226.0 |
| direct_solar_radiation | 591.0 |
| hour | 11.0 |
| htg_setpoint | 17.486496 |
| month | 9.0 |
| outdoor_humidity | 72.0 |
| outdoor_temperature | 27.131062 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 627149.6 |
| wind_direction | 240.0 |
| wind_speed | 6.95 |
-------------------------------------------------
--------------------------------------------------*******************************-----------------------------| 70%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.52817976 |
| air_humidity | -0.4169741 |
| air_temperature | 0.47734517 |
| clg_setpoint | 1.363155 |
| co2_emission | 0.0 |
| day_of_month | -0.068146236 |
| diffuse_solar_radiation | 1.9613869 |
| direct_solar_radiation | 0.7465682 |
| hour | 0.072669625 |
| htg_setpoint | 1.3343787 |
| month | 0.8852917 |
| outdoor_humidity | -1.1781112 |
| outdoor_temperature | 1.0880725 |
| people_occupant | -0.68881744 |
| total_electricity_HVAC | -0.5425802 |
| wind_direction | 1.1919504 |
| wind_speed | -0.5411753 |
| observation/ | |
| HVAC_electricity_demand_rate | 604.8993 |
| air_humidity | 31.737782 |
| air_temperature | 23.437613 |
| clg_setpoint | 29.74598 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 273.0 |
| direct_solar_radiation | 344.0 |
| hour | 12.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 44.0 |
| outdoor_temperature | 23.708578 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 535923.2 |
| wind_direction | 305.0 |
| wind_speed | 3.6 |
--------------------------------------------------
-------------------------------------------------*********************************----------------------------| 71%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.43064764 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 20.047394 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.056585 |
| air_humidity | 0.3905631 |
| air_temperature | 0.4108267 |
| clg_setpoint | -1.1021434 |
| co2_emission | 0.0 |
| day_of_month | 0.04556021 |
| diffuse_solar_radiation | 3.4217393 |
| direct_solar_radiation | -0.13205312 |
| hour | 0.21713208 |
| htg_setpoint | -1.0427704 |
| month | 0.88446003 |
| outdoor_humidity | -0.7937422 |
| outdoor_temperature | 0.563388 |
| people_occupant | 1.218678 |
| total_electricity_HVAC | -0.07332792 |
| wind_direction | -0.43839794 |
| wind_speed | 0.34650543 |
| observation/ | |
| HVAC_electricity_demand_rate | 2639.708 |
| air_humidity | 42.237263 |
| air_temperature | 23.341381 |
| clg_setpoint | 23.342876 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 420.0 |
| direct_solar_radiation | 123.0 |
| hour | 13.0 |
| htg_setpoint | 13.431311 |
| month | 9.0 |
| outdoor_humidity | 52.0 |
| outdoor_temperature | 18.493216 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 2453249.0 |
| wind_direction | 135.0 |
| wind_speed | 5.7 |
-------------------------------------------------
--------------------------------------------------********************************----------------------------| 71%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.016288405 |
| air_humidity | 1.5795618 |
| air_temperature | 0.347716 |
| clg_setpoint | -1.1376296 |
| co2_emission | 0.0 |
| day_of_month | 0.1592605 |
| diffuse_solar_radiation | 0.8449375 |
| direct_solar_radiation | -0.6208222 |
| hour | 0.3615939 |
| htg_setpoint | -1.0789738 |
| month | 0.88363063 |
| outdoor_humidity | 0.52653074 |
| outdoor_temperature | 0.6457598 |
| people_occupant | 1.6949425 |
| total_electricity_HVAC | -0.023068044 |
| wind_direction | 1.4335512 |
| wind_speed | 0.7691394 |
| observation/ | |
| HVAC_electricity_demand_rate | 2953.0557 |
| air_humidity | 57.715584 |
| air_temperature | 23.25013 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 161.0 |
| direct_solar_radiation | 0.0 |
| hour | 14.0 |
| htg_setpoint | 13.283824 |
| month | 9.0 |
| outdoor_humidity | 79.5 |
| outdoor_temperature | 19.315222 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2657750.0 |
| wind_direction | 330.0 |
| wind_speed | 6.7 |
--------------------------------------------------
-------------------------------------------------*********************************----------------------------| 71%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.91590285 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.473046 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.525398 |
| air_humidity | 1.1109554 |
| air_temperature | 0.3463845 |
| clg_setpoint | -1.1372905 |
| co2_emission | 0.0 |
| day_of_month | 0.27294847 |
| diffuse_solar_radiation | 0.8944453 |
| direct_solar_radiation | -0.08762417 |
| hour | 0.5060541 |
| htg_setpoint | 1.2146798 |
| month | 0.8828036 |
| outdoor_humidity | -1.2270969 |
| outdoor_temperature | 1.1176627 |
| people_occupant | 1.6943482 |
| total_electricity_HVAC | 0.46077952 |
| wind_direction | -1.539994 |
| wind_speed | -0.43544054 |
| observation/ | |
| HVAC_electricity_demand_rate | 5147.946 |
| air_humidity | 51.653664 |
| air_temperature | 23.248535 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 166.0 |
| direct_solar_radiation | 134.0 |
| hour | 15.0 |
| htg_setpoint | 22.760838 |
| month | 9.0 |
| outdoor_humidity | 43.0 |
| outdoor_temperature | 24.008535 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 4633151.0 |
| wind_direction | 20.0 |
| wind_speed | 3.85 |
-------------------------------------------------
--------------------------------------------------********************************----------------------------| 71%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.09404957 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.15403 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.124744475 |
| air_humidity | 0.97588503 |
| air_temperature | 0.34650442 |
| clg_setpoint | -1.1367745 |
| co2_emission | 0.0 |
| day_of_month | 0.3866114 |
| diffuse_solar_radiation | 0.10819628 |
| direct_solar_radiation | 0.6049908 |
| hour | 0.6505111 |
| htg_setpoint | 1.3324858 |
| month | 0.8819789 |
| outdoor_humidity | -0.5059936 |
| outdoor_temperature | 0.5374525 |
| people_occupant | 1.6937557 |
| total_electricity_HVAC | -0.1315357 |
| wind_direction | -0.7712657 |
| wind_speed | -0.64659476 |
| observation/ | |
| HVAC_electricity_demand_rate | 2345.248 |
| air_humidity | 49.899536 |
| air_temperature | 23.249014 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 87.0 |
| direct_solar_radiation | 308.0 |
| hour | 16.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 58.0 |
| outdoor_temperature | 18.246 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2215096.8 |
| wind_direction | 100.0 |
| wind_speed | 3.35 |
--------------------------------------------------
--------------------------------------------------*********************************---------------------------| 72%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.107417345 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.020777 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.21934783 |
| air_humidity | 1.3129182 |
| air_temperature | 0.3479137 |
| clg_setpoint | -1.1362653 |
| co2_emission | 0.0 |
| day_of_month | 0.5002299 |
| diffuse_solar_radiation | -0.56807864 |
| direct_solar_radiation | -0.5892576 |
| hour | 0.7949629 |
| htg_setpoint | 1.3318387 |
| month | 0.88115656 |
| outdoor_humidity | 0.09472917 |
| outdoor_temperature | 0.5477599 |
| people_occupant | 1.6931648 |
| total_electricity_HVAC | -0.24703279 |
| wind_direction | -0.19512174 |
| wind_speed | -0.6458354 |
| observation/ | |
| HVAC_electricity_demand_rate | 1937.7686 |
| air_humidity | 54.292435 |
| air_temperature | 23.251263 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 19.0 |
| direct_solar_radiation | 8.0 |
| hour | 17.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 70.5 |
| outdoor_temperature | 18.349586 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1743991.6 |
| wind_direction | 160.0 |
| wind_speed | 3.35 |
--------------------------------------------------
---------------------------------------------------********************************---------------------------| 72%
| action_network/ | |
| Cooling_Setpoint_RL | 0.2100034 |
| Heating_Setpoint_RL | 0.05346001 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.333761 |
| Heating_Setpoint_RL | 17.925713 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5144994 |
| air_humidity | -0.24632588 |
| air_temperature | 0.41250205 |
| clg_setpoint | 1.4631333 |
| co2_emission | 0.0 |
| day_of_month | 0.613778 |
| diffuse_solar_radiation | -0.75705826 |
| direct_solar_radiation | -0.62078375 |
| hour | 0.93940705 |
| htg_setpoint | 1.3312026 |
| month | 0.88033646 |
| outdoor_humidity | 1.0319853 |
| outdoor_temperature | 0.74965507 |
| people_occupant | -0.68919754 |
| total_electricity_HVAC | -0.5320089 |
| wind_direction | -0.0036715118 |
| wind_speed | -0.095180675 |
| observation/ | |
| HVAC_electricity_demand_rate | 665.55237 |
| air_humidity | 34.02235 |
| air_temperature | 23.344845 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 90.0 |
| outdoor_temperature | 20.358824 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 580758.1 |
| wind_direction | 180.0 |
| wind_speed | 4.65 |
---------------------------------------------------
-------------------------------------------------**********************************---------------------------| 72%
| action_network/ | |
| Cooling_Setpoint_RL | 0.25306362 |
| Heating_Setpoint_RL | -0.17235154 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.47909 |
| Heating_Setpoint_RL | 16.655523 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.014956683 |
| air_humidity | -1.4413769 |
| air_temperature | 0.34833145 |
| clg_setpoint | 1.4627053 |
| co2_emission | 0.0 |
| day_of_month | 0.7272232 |
| diffuse_solar_radiation | -0.75703156 |
| direct_solar_radiation | -0.62033355 |
| hour | 1.0838405 |
| htg_setpoint | 1.3312764 |
| month | 0.8795186 |
| outdoor_humidity | 1.2469022 |
| outdoor_temperature | 0.89882874 |
| people_occupant | -0.6886654 |
| total_electricity_HVAC | 0.20021339 |
| wind_direction | 1.1475376 |
| wind_speed | -0.32795563 |
| observation/ | |
| HVAC_electricity_demand_rate | 2943.533 |
| air_humidity | 18.465607 |
| air_temperature | 23.251728 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 94.5 |
| outdoor_temperature | 21.846544 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3564742.0 |
| wind_direction | 300.0 |
| wind_speed | 4.1 |
-------------------------------------------------
-------------------------------------------------**********************************---------------------------| 72%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.17460783 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.64283 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.64844036 |
| air_humidity | -0.21805787 |
| air_temperature | 0.120323986 |
| clg_setpoint | 1.2776232 |
| co2_emission | 0.0 |
| day_of_month | 0.84052676 |
| diffuse_solar_radiation | -0.75704974 |
| direct_solar_radiation | -0.61988467 |
| hour | 1.2282597 |
| htg_setpoint | 0.32636878 |
| month | 0.8787031 |
| outdoor_humidity | -0.6515582 |
| outdoor_temperature | 0.11108793 |
| people_occupant | -0.45045665 |
| total_electricity_HVAC | -0.65481526 |
| wind_direction | -1.2507547 |
| wind_speed | -0.96279716 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 34.37564 |
| air_temperature | 22.921978 |
| clg_setpoint | 29.517906 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 19.097778 |
| month | 9.0 |
| outdoor_humidity | 55.0 |
| outdoor_temperature | 14.03162 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 50.0 |
| wind_speed | 2.6 |
-------------------------------------------------
-------------------------------------------------***********************************--------------------------| 73%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.66095555 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 13.907125 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.64852506 |
| air_humidity | 0.5139097 |
| air_temperature | -0.17384101 |
| clg_setpoint | -0.61402 |
| co2_emission | 0.0 |
| day_of_month | 0.9536434 |
| diffuse_solar_radiation | -0.75703603 |
| direct_solar_radiation | -0.6199363 |
| hour | 1.3726608 |
| htg_setpoint | 0.48584312 |
| month | 0.8778899 |
| outdoor_humidity | 0.3104959 |
| outdoor_temperature | 0.14432 |
| people_occupant | -0.6890295 |
| total_electricity_HVAC | -0.6548945 |
| wind_direction | -1.1054342 |
| wind_speed | -0.75048625 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 43.892933 |
| air_temperature | 22.49707 |
| clg_setpoint | 24.604477 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 19.758932 |
| month | 9.0 |
| outdoor_humidity | 75.0 |
| outdoor_temperature | 14.362779 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 65.0 |
| wind_speed | 3.1 |
-------------------------------------------------
-------------------------------------------------***********************************--------------------------| 73%
| action_network/ | |
| Cooling_Setpoint_RL | 0.9039 |
| Heating_Setpoint_RL | 0.4949044 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.675663 |
| Heating_Setpoint_RL | 20.408836 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6486157 |
| air_humidity | 2.011044 |
| air_temperature | -0.31959173 |
| clg_setpoint | 0.7048765 |
| co2_emission | 0.0 |
| day_of_month | 1.0665219 |
| diffuse_solar_radiation | -0.75701237 |
| direct_solar_radiation | -0.61968327 |
| hour | 1.5170392 |
| htg_setpoint | 0.7248188 |
| month | 0.87707883 |
| outdoor_humidity | 1.3203242 |
| outdoor_temperature | 0.2258685 |
| people_occupant | -0.6892111 |
| total_electricity_HVAC | -0.65498346 |
| wind_direction | -1.2960707 |
| wind_speed | -0.85606974 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 63.372387 |
| air_temperature | 22.28696 |
| clg_setpoint | 28.028805 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 20.748947 |
| month | 9.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 15.172783 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 45.0 |
| wind_speed | 2.85 |
-------------------------------------------------
------------------------------------------------************************************--------------------------| 73%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.02481997 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 17.764612 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.63749176 |
| air_humidity | 1.7138411 |
| air_temperature | 0.34668303 |
| clg_setpoint | 1.2822021 |
| co2_emission | 0.0 |
| day_of_month | 1.1791049 |
| diffuse_solar_radiation | -0.7569796 |
| direct_solar_radiation | -0.6192361 |
| hour | 1.66139 |
| htg_setpoint | 1.3289729 |
| month | 0.87627006 |
| outdoor_humidity | 1.3674127 |
| outdoor_temperature | 0.33256507 |
| people_occupant | -0.6893922 |
| total_electricity_HVAC | 0.6234704 |
| wind_direction | -1.246678 |
| wind_speed | -1.1732593 |
| observation/ | |
| HVAC_electricity_demand_rate | 5616.465 |
| air_humidity | 59.55309 |
| air_temperature | 23.249763 |
| clg_setpoint | 29.527206 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 97.0 |
| outdoor_temperature | 16.232557 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 5284241.5 |
| wind_direction | 50.0 |
| wind_speed | 2.1 |
------------------------------------------------
-------------------------------------------------************************************-------------------------| 74%
| action_network/ | |
| Cooling_Setpoint_RL | -0.7531815 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.083012 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6490333 |
| air_humidity | 1.0676763 |
| air_temperature | -0.25836664 |
| clg_setpoint | -0.74369466 |
| co2_emission | 0.0 |
| day_of_month | 1.4052993 |
| diffuse_solar_radiation | -0.75688636 |
| direct_solar_radiation | -0.6192186 |
| hour | -1.6612597 |
| htg_setpoint | 0.12937805 |
| month | 0.87546355 |
| outdoor_humidity | 0.14036205 |
| outdoor_temperature | 0.4053807 |
| people_occupant | -0.689573 |
| total_electricity_HVAC | -0.6553811 |
| wind_direction | 0.76543814 |
| wind_speed | -0.64345276 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 51.168697 |
| air_temperature | 22.376505 |
| clg_setpoint | 24.264975 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 18.293411 |
| month | 9.0 |
| outdoor_humidity | 71.5 |
| outdoor_temperature | 16.958006 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 260.0 |
| wind_speed | 3.35 |
-------------------------------------------------
-------------------------------------------------************************************-------------------------| 74%
| action_network/ | |
| Cooling_Setpoint_RL | 0.6602349 |
| Heating_Setpoint_RL | 0.2856267 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.853292 |
| Heating_Setpoint_RL | 19.23165 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.6592435 |
| air_humidity | -0.61503583 |
| air_temperature | 0.34672454 |
| clg_setpoint | -0.45574597 |
| co2_emission | 0.0 |
| day_of_month | 1.517023 |
| diffuse_solar_radiation | -0.7567963 |
| direct_solar_radiation | -0.6194036 |
| hour | -1.516685 |
| htg_setpoint | 1.3286707 |
| month | 0.8746592 |
| outdoor_humidity | -0.772683 |
| outdoor_temperature | -0.04388129 |
| people_occupant | -0.68904364 |
| total_electricity_HVAC | 0.8264553 |
| wind_direction | -1.2939867 |
| wind_speed | -0.6432551 |
| observation/ | |
| HVAC_electricity_demand_rate | 5706.395 |
| air_humidity | 29.26222 |
| air_temperature | 23.250072 |
| clg_setpoint | 25.012854 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 52.5 |
| outdoor_temperature | 12.5145035 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 6106905.0 |
| wind_direction | 45.0 |
| wind_speed | 3.35 |
-------------------------------------------------
--------------------------------------------------***********************************-------------------------| 74%
| action_network/ | |
| Cooling_Setpoint_RL | 0.7840838 |
| Heating_Setpoint_RL | 0.21074173 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.271282 |
| Heating_Setpoint_RL | 18.810423 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.4315608 |
| air_humidity | 0.0019283723 |
| air_temperature | 0.34660643 |
| clg_setpoint | -0.14439495 |
| co2_emission | 0.0 |
| day_of_month | 1.6282226 |
| diffuse_solar_radiation | -0.75675255 |
| direct_solar_radiation | -0.61961704 |
| hour | -1.3721381 |
| htg_setpoint | 1.3287036 |
| month | 0.8738571 |
| outdoor_humidity | 0.8392467 |
| outdoor_temperature | -0.22219379 |
| people_occupant | -0.68851554 |
| total_electricity_HVAC | 1.067253 |
| wind_direction | -1.3407536 |
| wind_speed | -0.64294326 |
| observation/ | |
| HVAC_electricity_demand_rate | 4726.527 |
| air_humidity | 37.28726 |
| air_temperature | 23.249874 |
| clg_setpoint | 25.820732 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 86.0 |
| outdoor_temperature | 10.752627 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 7084324.0 |
| wind_direction | 40.0 |
| wind_speed | 3.35 |
--------------------------------------------------
-------------------------------------------------*************************************------------------------| 75%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.13645807 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 18.392576 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6489522 |
| air_humidity | 0.9629433 |
| air_temperature | -0.59502417 |
| clg_setpoint | 0.43007624 |
| co2_emission | 0.0 |
| day_of_month | -1.6728573 |
| diffuse_solar_radiation | -0.75657105 |
| direct_solar_radiation | -0.6197555 |
| hour | -1.2276142 |
| htg_setpoint | 0.68465096 |
| month | 1.1756922 |
| outdoor_humidity | 0.69480586 |
| outdoor_temperature | -0.38463947 |
| people_occupant | -0.6886966 |
| total_electricity_HVAC | -0.6553041 |
| wind_direction | 1.6774759 |
| wind_speed | 1.6691091 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 49.79175 |
| air_temperature | 21.892544 |
| clg_setpoint | 27.311203 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 20.58953 |
| month | 10.0 |
| outdoor_humidity | 83.0 |
| outdoor_temperature | 9.147681 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 355.0 |
| wind_speed | 8.8 |
| train/ | |
| approx_kl | 0.00994207 |
| clip_fraction | 0.11 |
| clip_range | 0.2 |
| entropy_loss | -2.57 |
| explained_variance | 0.633 |
| learning_rate | 0.0003 |
| loss | 0.211 |
| n_updates | 470 |
| policy_gradient_loss | -0.0141 |
| std | 0.874 |
| value_loss | 0.714 |
-------------------------------------------------
-------------------------------------------------*************************************------------------------| 75%
| action_network/ | |
| Cooling_Setpoint_RL | -0.19147985 |
| Heating_Setpoint_RL | 0.6248903 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.978756 |
| Heating_Setpoint_RL | 21.140007 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.726957 |
| air_humidity | 0.646152 |
| air_temperature | 0.34658077 |
| clg_setpoint | -1.1336838 |
| co2_emission | 0.0 |
| day_of_month | -1.5560081 |
| diffuse_solar_radiation | -0.7565103 |
| direct_solar_radiation | -0.6193229 |
| hour | -1.0831084 |
| htg_setpoint | 1.327643 |
| month | 1.1742407 |
| outdoor_humidity | 1.3202896 |
| outdoor_temperature | -0.19866192 |
| people_occupant | -0.68887734 |
| total_electricity_HVAC | 0.6519461 |
| wind_direction | -1.7218308 |
| wind_speed | -2.0623107 |
| observation/ | |
| HVAC_electricity_demand_rate | 5992.2075 |
| air_humidity | 45.6753 |
| air_temperature | 23.250069 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 10.987512 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 5392986.5 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
-------------------------------------------------*************************************------------------------| 75%
| action_network/ | |
| Cooling_Setpoint_RL | 0.97393805 |
| Heating_Setpoint_RL | 0.6940475 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.91204 |
| Heating_Setpoint_RL | 21.529016 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6491729 |
| air_humidity | 1.8683419 |
| air_temperature | -0.3165908 |
| clg_setpoint | -0.11616282 |
| co2_emission | 0.0 |
| day_of_month | -1.4397814 |
| diffuse_solar_radiation | -0.75652415 |
| direct_solar_radiation | -0.61951315 |
| hour | -0.938617 |
| htg_setpoint | -0.30654874 |
| month | 1.1727946 |
| outdoor_humidity | 1.512576 |
| outdoor_temperature | 0.13496904 |
| people_occupant | -0.68905765 |
| total_electricity_HVAC | -0.6555073 |
| wind_direction | -1.7220654 |
| wind_speed | -2.060644 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 61.59179 |
| air_temperature | 22.29504 |
| clg_setpoint | 25.891275 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 16.496374 |
| month | 10.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 14.289754 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
--------------------------------------------------************************************------------------------| 75%
| action_network/ | |
| Cooling_Setpoint_RL | -0.058883816 |
| Heating_Setpoint_RL | 0.4191866 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.426268 |
| Heating_Setpoint_RL | 19.982925 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.26492676 |
| air_humidity | 1.5208687 |
| air_temperature | 0.11874076 |
| clg_setpoint | 0.28774032 |
| co2_emission | 0.0 |
| day_of_month | -1.3240848 |
| diffuse_solar_radiation | -0.1782859 |
| direct_solar_radiation | -0.2576996 |
| hour | -0.7941361 |
| htg_setpoint | 1.2460246 |
| month | 1.1713538 |
| outdoor_humidity | 1.3435264 |
| outdoor_temperature | 0.27879274 |
| people_occupant | -0.68923765 |
| total_electricity_HVAC | -0.29044914 |
| wind_direction | 0.47925764 |
| wind_speed | -0.21610738 |
| observation/ | |
| HVAC_electricity_demand_rate | 1736.3176 |
| air_humidity | 57.09909 |
| air_temperature | 22.922533 |
| clg_setpoint | 26.939465 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 58.0 |
| direct_solar_radiation | 91.0 |
| hour | 6.0 |
| htg_setpoint | 22.915842 |
| month | 10.0 |
| outdoor_humidity | 96.5 |
| outdoor_temperature | 15.715936 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1562685.9 |
| wind_direction | 230.0 |
| wind_speed | 4.35 |
--------------------------------------------------
-------------------------------------------------**************************************-----------------------| 76%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.5026041 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 20.452148 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.20985441 |
| air_humidity | 1.5424504 |
| air_temperature | 0.34597492 |
| clg_setpoint | -0.03632838 |
| co2_emission | 0.0 |
| day_of_month | -1.208834 |
| diffuse_solar_radiation | 0.22075833 |
| direct_solar_radiation | 1.2412055 |
| hour | -0.6496629 |
| htg_setpoint | 1.3262806 |
| month | 1.1699183 |
| outdoor_humidity | 1.0301914 |
| outdoor_temperature | 0.33882546 |
| people_occupant | -0.6894173 |
| total_electricity_HVAC | -0.22498028 |
| wind_direction | 0.33553758 |
| wind_speed | -0.6397888 |
| observation/ | |
| HVAC_electricity_demand_rate | 1972.8348 |
| air_humidity | 57.41129 |
| air_temperature | 23.249971 |
| clg_setpoint | 26.097353 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 98.0 |
| direct_solar_radiation | 468.0 |
| hour | 7.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 90.0 |
| outdoor_temperature | 16.314455 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1828987.2 |
| wind_direction | 215.0 |
| wind_speed | 3.35 |
-------------------------------------------------
-------------------------------------------------**************************************-----------------------| 76%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.35645825 |
| air_humidity | 1.3648411 |
| air_temperature | -0.26831722 |
| clg_setpoint | 1.4220496 |
| co2_emission | 0.0 |
| day_of_month | -1.0939536 |
| diffuse_solar_radiation | -0.07829704 |
| direct_solar_radiation | -0.6200707 |
| hour | -0.50519484 |
| htg_setpoint | 1.1140969 |
| month | 1.168488 |
| outdoor_humidity | 0.8851159 |
| outdoor_temperature | 0.6726674 |
| people_occupant | -0.688892 |
| total_electricity_HVAC | -0.37741542 |
| wind_direction | 0.33559734 |
| wind_speed | 1.9870417 |
| observation/ | |
| HVAC_electricity_demand_rate | 1343.1224 |
| air_humidity | 55.123753 |
| air_temperature | 22.366322 |
| clg_setpoint | 29.886547 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 68.0 |
| direct_solar_radiation | 0.0 |
| hour | 8.0 |
| htg_setpoint | 22.372646 |
| month | 10.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 19.616669 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1208810.1 |
| wind_direction | 215.0 |
| wind_speed | 9.55 |
-------------------------------------------------
--------------------------------------------------*************************************-----------------------| 76%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.61037374 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 14.191648 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5424583 |
| air_humidity | -0.48450515 |
| air_temperature | 0.34522393 |
| clg_setpoint | -1.1342207 |
| co2_emission | 0.0 |
| day_of_month | -0.9793753 |
| diffuse_solar_radiation | 0.570349 |
| direct_solar_radiation | 2.3582723 |
| hour | -0.36072987 |
| htg_setpoint | -0.045224804 |
| month | 1.1670631 |
| outdoor_humidity | -0.9927287 |
| outdoor_temperature | -0.06386217 |
| people_occupant | 1.6957982 |
| total_electricity_HVAC | -0.5517808 |
| wind_direction | 1.1488134 |
| wind_speed | 1.2016758 |
| observation/ | |
| HVAC_electricity_demand_rate | 545.3167 |
| air_humidity | 31.035675 |
| air_temperature | 23.248854 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 133.0 |
| direct_solar_radiation | 749.0 |
| hour | 9.0 |
| htg_setpoint | 17.580433 |
| month | 10.0 |
| outdoor_humidity | 48.0 |
| outdoor_temperature | 12.34534 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 500272.53 |
| wind_direction | 300.0 |
| wind_speed | 7.7 |
--------------------------------------------------
-------------------------------------------------***************************************----------------------| 77%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.15923968 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.729277 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5704312 |
| air_humidity | -0.85255605 |
| air_temperature | 0.34498957 |
| clg_setpoint | -1.1339105 |
| co2_emission | 0.0 |
| day_of_month | -0.8650386 |
| diffuse_solar_radiation | 1.4385467 |
| direct_solar_radiation | 1.5665276 |
| hour | -0.21626653 |
| htg_setpoint | -1.0193986 |
| month | 1.1656433 |
| outdoor_humidity | -1.2558523 |
| outdoor_temperature | -0.3712507 |
| people_occupant | 1.6952142 |
| total_electricity_HVAC | -0.5806812 |
| wind_direction | 1.4347229 |
| wind_speed | 1.4320978 |
| observation/ | |
| HVAC_electricity_demand_rate | 424.71362 |
| air_humidity | 26.228443 |
| air_temperature | 23.248247 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 220.0 |
| direct_solar_radiation | 550.0 |
| hour | 10.0 |
| htg_setpoint | 13.551251 |
| month | 10.0 |
| outdoor_humidity | 42.5 |
| outdoor_temperature | 9.309047 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 382242.25 |
| wind_direction | 330.0 |
| wind_speed | 8.25 |
-------------------------------------------------
-------------------------------------------------***************************************----------------------| 77%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.48815215 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 14.879145 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.39429718 |
| air_humidity | -0.71546626 |
| air_temperature | 0.34556442 |
| clg_setpoint | -1.1332549 |
| co2_emission | 0.0 |
| day_of_month | -0.7508901 |
| diffuse_solar_radiation | 1.6882201 |
| direct_solar_radiation | 1.4109675 |
| hour | -0.0718038 |
| htg_setpoint | 0.94214743 |
| month | 1.1642287 |
| outdoor_humidity | -1.3513883 |
| outdoor_temperature | 0.09283786 |
| people_occupant | 1.2179422 |
| total_electricity_HVAC | -0.41335264 |
| wind_direction | 0.4283825 |
| wind_speed | -0.32357335 |
| observation/ | |
| HVAC_electricity_demand_rate | 1179.4753 |
| air_humidity | 28.001114 |
| air_temperature | 23.249018 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 245.0 |
| direct_solar_radiation | 511.0 |
| hour | 11.0 |
| htg_setpoint | 21.660702 |
| month | 10.0 |
| outdoor_humidity | 40.5 |
| outdoor_temperature | 13.881543 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 1061438.8 |
| wind_direction | 225.0 |
| wind_speed | 4.1 |
-------------------------------------------------
-------------------------------------------------***************************************----------------------| 77%
| action_network/ | |
| Cooling_Setpoint_RL | -0.55346644 |
| Heating_Setpoint_RL | 0.8965006 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.757051 |
| Heating_Setpoint_RL | 22.667816 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.15094307 |
| air_humidity | 0.42245218 |
| air_temperature | 0.34589273 |
| clg_setpoint | -1.1328994 |
| co2_emission | 0.0 |
| day_of_month | -0.63688356 |
| diffuse_solar_radiation | 1.2592895 |
| direct_solar_radiation | 2.114117 |
| hour | 0.07265881 |
| htg_setpoint | -0.8555112 |
| month | 1.1628191 |
| outdoor_humidity | -0.7014946 |
| outdoor_temperature | 0.50765973 |
| people_occupant | 0.26416752 |
| total_electricity_HVAC | -0.18213743 |
| wind_direction | 0.47600323 |
| wind_speed | 1.3268137 |
| observation/ | |
| HVAC_electricity_demand_rate | 2221.8289 |
| air_humidity | 42.817463 |
| air_temperature | 23.249527 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 202.0 |
| direct_solar_radiation | 688.0 |
| hour | 12.0 |
| htg_setpoint | 14.228547 |
| month | 10.0 |
| outdoor_humidity | 54.0 |
| outdoor_temperature | 17.969574 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 1999747.4 |
| wind_direction | 230.0 |
| wind_speed | 8.0 |
-------------------------------------------------
--------------------------------------------------**************************************----------------------| 77%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.123076245 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.932695 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5661443 |
| air_humidity | 0.6161096 |
| air_temperature | 1.9716238 |
| clg_setpoint | 0.96213675 |
| co2_emission | 0.0 |
| day_of_month | -0.5229796 |
| diffuse_solar_radiation | 0.7903997 |
| direct_solar_radiation | 2.0975711 |
| hour | 0.21712129 |
| htg_setpoint | -0.022602247 |
| month | 1.1614149 |
| outdoor_humidity | 0.09228475 |
| outdoor_temperature | 0.71169114 |
| people_occupant | 1.2171 |
| total_electricity_HVAC | -0.5787244 |
| wind_direction | -0.19480117 |
| wind_speed | 0.22674718 |
| observation/ | |
| HVAC_electricity_demand_rate | 443.8413 |
| air_humidity | 45.360126 |
| air_temperature | 25.58486 |
| clg_setpoint | 28.690098 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 155.0 |
| direct_solar_radiation | 684.0 |
| hour | 13.0 |
| htg_setpoint | 17.673405 |
| month | 10.0 |
| outdoor_humidity | 70.5 |
| outdoor_temperature | 19.979885 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 390721.22 |
| wind_direction | 160.0 |
| wind_speed | 5.4 |
--------------------------------------------------
---------------------------------------------------**************************************---------------------| 78%
| action_network/ | |
| Cooling_Setpoint_RL | -0.896034 |
| Heating_Setpoint_RL | -0.0029180944 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.600885 |
| Heating_Setpoint_RL | 17.608585 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.48139086 |
| air_humidity | 0.11246492 |
| air_temperature | 0.60367525 |
| clg_setpoint | 0.5728542 |
| co2_emission | 0.0 |
| day_of_month | -0.40914562 |
| diffuse_solar_radiation | 0.8804572 |
| direct_solar_radiation | 1.2027872 |
| hour | 0.36158314 |
| htg_setpoint | 0.27728412 |
| month | 1.1600155 |
| outdoor_humidity | 0.21172208 |
| outdoor_temperature | 0.7776972 |
| people_occupant | -0.6892638 |
| total_electricity_HVAC | -0.5184849 |
| wind_direction | -0.0031065056 |
| wind_speed | -0.21692273 |
| observation/ | |
| HVAC_electricity_demand_rate | 807.25964 |
| air_humidity | 38.819794 |
| air_temperature | 23.62007 |
| clg_setpoint | 27.678194 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 164.0 |
| direct_solar_radiation | 459.0 |
| hour | 14.0 |
| htg_setpoint | 18.915327 |
| month | 10.0 |
| outdoor_humidity | 73.0 |
| outdoor_temperature | 20.6305 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 635646.5 |
| wind_direction | 180.0 |
| wind_speed | 4.35 |
---------------------------------------------------
-------------------------------------------------****************************************---------------------| 78%
| action_network/ | |
| Cooling_Setpoint_RL | -0.23391318 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.835543 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5172266 |
| air_humidity | -0.0689128 |
| air_temperature | 0.9443926 |
| clg_setpoint | 1.1229086 |
| co2_emission | 0.0 |
| day_of_month | -0.29535574 |
| diffuse_solar_radiation | 0.6009982 |
| direct_solar_radiation | 0.2211051 |
| hour | 0.5060434 |
| htg_setpoint | -0.64845455 |
| month | 1.1586212 |
| outdoor_humidity | 0.23479891 |
| outdoor_temperature | 0.7430858 |
| people_occupant | -0.6887425 |
| total_electricity_HVAC | -0.53088635 |
| wind_direction | -0.5774228 |
| wind_speed | 0.46118218 |
| observation/ | |
| HVAC_electricity_demand_rate | 653.52673 |
| air_humidity | 36.472404 |
| air_temperature | 24.109161 |
| clg_setpoint | 29.106958 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 136.0 |
| direct_solar_radiation | 212.0 |
| hour | 15.0 |
| htg_setpoint | 15.089554 |
| month | 10.0 |
| outdoor_humidity | 73.5 |
| outdoor_temperature | 20.293188 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 585066.8 |
| wind_direction | 120.0 |
| wind_speed | 5.95 |
-------------------------------------------------
-------------------------------------------------****************************************---------------------| 78%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.18077141 |
| air_humidity | 1.1956552 |
| air_temperature | 0.34491417 |
| clg_setpoint | -1.1325123 |
| co2_emission | 0.0 |
| day_of_month | -0.18159065 |
| diffuse_solar_radiation | -0.35754108 |
| direct_solar_radiation | 0.54327774 |
| hour | 0.6505006 |
| htg_setpoint | 1.3242862 |
| month | 1.157232 |
| outdoor_humidity | 0.9557125 |
| outdoor_temperature | 0.47810423 |
| people_occupant | 1.6951493 |
| total_electricity_HVAC | 0.13289699 |
| wind_direction | -0.6723236 |
| wind_speed | 0.6730908 |
| observation/ | |
| HVAC_electricity_demand_rate | 3640.1262 |
| air_humidity | 52.981895 |
| air_temperature | 23.24904 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 40.0 |
| direct_solar_radiation | 293.0 |
| hour | 16.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 88.5 |
| outdoor_temperature | 17.684875 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 3276194.0 |
| wind_direction | 110.0 |
| wind_speed | 6.45 |
-------------------------------------------------
--------------------------------------------------***************************************---------------------| 78%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.20288093 |
| air_humidity | 0.6792849 |
| air_temperature | 0.34341836 |
| clg_setpoint | -1.1322235 |
| co2_emission | 0.0 |
| day_of_month | -0.067837656 |
| diffuse_solar_radiation | -0.75687003 |
| direct_solar_radiation | -0.62143475 |
| hour | 0.7949527 |
| htg_setpoint | -0.7047407 |
| month | 1.1558478 |
| outdoor_humidity | -1.0180045 |
| outdoor_temperature | 0.60613257 |
| people_occupant | 1.6945705 |
| total_electricity_HVAC | -0.2315577 |
| wind_direction | 0.8604596 |
| wind_speed | 0.67205936 |
| observation/ | |
| HVAC_electricity_demand_rate | 1998.8428 |
| air_humidity | 46.283173 |
| air_temperature | 23.247175 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 14.859647 |
| month | 10.0 |
| outdoor_humidity | 47.5 |
| outdoor_temperature | 18.948782 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1798958.5 |
| wind_direction | 270.0 |
| wind_speed | 6.45 |
--------------------------------------------------
-------------------------------------------------*****************************************--------------------| 79%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.9080874 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 22.73299 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5555879 |
| air_humidity | 2.4454572 |
| air_temperature | 0.35326755 |
| clg_setpoint | -1.131886 |
| co2_emission | 0.0 |
| day_of_month | 0.04590936 |
| diffuse_solar_radiation | -0.75682837 |
| direct_solar_radiation | -0.62149215 |
| hour | 0.9393973 |
| htg_setpoint | 1.3234663 |
| month | 1.1544684 |
| outdoor_humidity | 1.4124547 |
| outdoor_temperature | 0.5141359 |
| people_occupant | 0.5024197 |
| total_electricity_HVAC | -0.49833888 |
| wind_direction | -0.6243824 |
| wind_speed | -0.40646324 |
| observation/ | |
| HVAC_electricity_demand_rate | 491.62143 |
| air_humidity | 69.35562 |
| air_temperature | 23.261496 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 98.0 |
| outdoor_temperature | 18.044483 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 718913.4 |
| wind_direction | 115.0 |
| wind_speed | 3.9 |
-------------------------------------------------
-------------------------------------------------*****************************************--------------------| 79%
| action_network/ | |
| Cooling_Setpoint_RL | 0.21224701 |
| Heating_Setpoint_RL | -0.92046964 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.341333 |
| Heating_Setpoint_RL | 12.447358 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.65011156 |
| air_humidity | -0.8348065 |
| air_temperature | 0.34513965 |
| clg_setpoint | -1.1315968 |
| co2_emission | 0.0 |
| day_of_month | 0.15965003 |
| diffuse_solar_radiation | -0.7567878 |
| direct_solar_radiation | -0.6216341 |
| hour | 1.0838314 |
| htg_setpoint | -1.3962032 |
| month | 1.153094 |
| outdoor_humidity | -1.1389 |
| outdoor_temperature | -0.18332453 |
| people_occupant | -0.45112574 |
| total_electricity_HVAC | -0.65636134 |
| wind_direction | 0.8125831 |
| wind_speed | 2.5045538 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 26.519222 |
| air_temperature | 23.249937 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 12.0 |
| month | 10.0 |
| outdoor_humidity | 45.0 |
| outdoor_temperature | 11.185438 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 265.0 |
| wind_speed | 10.8 |
-------------------------------------------------
-------------------------------------------------*****************************************--------------------| 79%
| action_network/ | |
| Cooling_Setpoint_RL | -0.43502194 |
| Heating_Setpoint_RL | 0.9356916 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.156801 |
| Heating_Setpoint_RL | 22.888266 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.23771226 |
| air_humidity | -0.9584601 |
| air_temperature | 0.34549317 |
| clg_setpoint | -1.1313305 |
| co2_emission | 0.0 |
| day_of_month | 0.2733775 |
| diffuse_solar_radiation | -0.7567331 |
| direct_solar_radiation | -0.62179315 |
| hour | 1.2282518 |
| htg_setpoint | 1.323753 |
| month | 1.1517246 |
| outdoor_humidity | 0.13791677 |
| outdoor_temperature | -0.5768549 |
| people_occupant | -0.45133677 |
| total_electricity_HVAC | 0.6504742 |
| wind_direction | -1.7280762 |
| wind_speed | -2.0529952 |
| observation/ | |
| HVAC_electricity_demand_rate | 3880.5325 |
| air_humidity | 24.89213 |
| air_temperature | 23.249939 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 71.5 |
| outdoor_temperature | 7.3145475 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 5369746.5 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
-------------------------------------------------******************************************-------------------| 80%
| action_network/ | |
| Cooling_Setpoint_RL | 0.33809102 |
| Heating_Setpoint_RL | 0.6127496 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.766056 |
| Heating_Setpoint_RL | 21.071716 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.64994615 |
| air_humidity | 0.62333703 |
| air_temperature | -0.32222465 |
| clg_setpoint | 1.4679279 |
| co2_emission | 0.0 |
| day_of_month | 0.38707843 |
| diffuse_solar_radiation | -0.7566716 |
| direct_solar_radiation | -0.6219613 |
| hour | 1.3726543 |
| htg_setpoint | -0.36034268 |
| month | 1.15036 |
| outdoor_humidity | 0.7152371 |
| outdoor_temperature | 0.12540936 |
| people_occupant | -0.6891126 |
| total_electricity_HVAC | -0.65618163 |
| wind_direction | 0.23695636 |
| wind_speed | 0.7730168 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 45.559727 |
| air_temperature | 22.293509 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 16.282806 |
| month | 10.0 |
| outdoor_humidity | 83.5 |
| outdoor_temperature | 14.213396 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 205.0 |
| wind_speed | 6.7 |
-------------------------------------------------
--------------------------------------------------*****************************************-------------------| 80%
| action_network/ | |
| Cooling_Setpoint_RL | -0.33247042 |
| Heating_Setpoint_RL | 0.75045425 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.502913 |
| Heating_Setpoint_RL | 21.846306 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.010126491 |
| air_humidity | 0.40308672 |
| air_temperature | 0.3134126 |
| clg_setpoint | -0.2697576 |
| co2_emission | 0.0 |
| day_of_month | 0.5007331 |
| diffuse_solar_radiation | -0.7566204 |
| direct_solar_radiation | -0.6220687 |
| hour | 1.5170348 |
| htg_setpoint | 1.3118228 |
| month | 1.1490002 |
| outdoor_humidity | 0.5702106 |
| outdoor_temperature | 0.0651927 |
| people_occupant | -0.6885952 |
| total_electricity_HVAC | -0.029279122 |
| wind_direction | -1.7271072 |
| wind_speed | -2.0496345 |
| observation/ | |
| HVAC_electricity_demand_rate | 2906.5137 |
| air_humidity | 42.688457 |
| air_temperature | 23.203875 |
| clg_setpoint | 25.487019 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 23.202793 |
| month | 10.0 |
| outdoor_humidity | 80.5 |
| outdoor_temperature | 13.623407 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2615862.2 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
--------------------------------------------------
-------------------------------------------------******************************************-------------------| 80%
| action_network/ | |
| Cooling_Setpoint_RL | 0.49327818 |
| Heating_Setpoint_RL | 0.9035934 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.289814 |
| Heating_Setpoint_RL | 22.707714 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6502246 |
| air_humidity | 1.7902919 |
| air_temperature | -0.37243435 |
| clg_setpoint | 0.57777035 |
| co2_emission | 0.0 |
| day_of_month | 0.6143153 |
| diffuse_solar_radiation | -0.7565564 |
| direct_solar_radiation | -0.6222191 |
| hour | 1.6613883 |
| htg_setpoint | -1.197349 |
| month | 1.1476452 |
| outdoor_humidity | 1.3157135 |
| outdoor_temperature | 0.22586186 |
| people_occupant | -0.6887725 |
| total_electricity_HVAC | -0.6564366 |
| wind_direction | 0.33355615 |
| wind_speed | 0.12048458 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 60.82385 |
| air_temperature | 22.222807 |
| clg_setpoint | 27.686783 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 12.82153 |
| month | 10.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 15.202825 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 215.0 |
| wind_speed | 5.15 |
-------------------------------------------------
--------------------------------------------------******************************************------------------| 81%
| action_network/ | |
| Cooling_Setpoint_RL | -0.8827947 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.645569 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.65048957 |
| air_humidity | 1.0025556 |
| air_temperature | -0.061086323 |
| clg_setpoint | 1.4692582 |
| co2_emission | 0.0 |
| day_of_month | 0.8418565 |
| diffuse_solar_radiation | -0.7565259 |
| direct_solar_radiation | -0.6221984 |
| hour | -1.6612613 |
| htg_setpoint | 0.8404003 |
| month | 1.1462951 |
| outdoor_humidity | 0.23190068 |
| outdoor_temperature | 0.17275096 |
| people_occupant | -0.68894947 |
| total_electricity_HVAC | -0.65668994 |
| wind_direction | -1.5331177 |
| wind_speed | -1.6027215 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 50.558826 |
| air_temperature | 22.668793 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 21.257996 |
| month | 10.0 |
| outdoor_humidity | 73.5 |
| outdoor_temperature | 14.684125 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 20.0 |
| wind_speed | 1.05 |
| train/ | |
| approx_kl | 0.0076664938 |
| clip_fraction | 0.0854 |
| clip_range | 0.2 |
| entropy_loss | -2.58 |
| explained_variance | 0.367 |
| learning_rate | 0.0003 |
| loss | 0.28 |
| n_updates | 480 |
| policy_gradient_loss | -0.0128 |
| std | 0.88 |
| value_loss | 0.779 |
--------------------------------------------------
-------------------------------------------------*******************************************------------------| 81%
| action_network/ | |
| Cooling_Setpoint_RL | 0.35961342 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.838696 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.3727972 |
| air_humidity | 2.2672272 |
| air_temperature | 0.3453004 |
| clg_setpoint | 0.271201 |
| co2_emission | 0.0 |
| day_of_month | 0.955198 |
| diffuse_solar_radiation | -0.75646836 |
| direct_solar_radiation | -0.62180614 |
| hour | -1.5166893 |
| htg_setpoint | 1.3205907 |
| month | 1.1449497 |
| outdoor_humidity | 1.506224 |
| outdoor_temperature | 0.27305064 |
| people_occupant | -0.6891261 |
| total_electricity_HVAC | 0.3151452 |
| wind_direction | 0.047479764 |
| wind_speed | -0.6351423 |
| observation/ | |
| HVAC_electricity_demand_rate | 4453.978 |
| air_humidity | 67.15582 |
| air_temperature | 23.250423 |
| clg_setpoint | 26.887749 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 15.6705265 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4008580.2 |
| wind_direction | 185.0 |
| wind_speed | 3.35 |
-------------------------------------------------
-------------------------------------------------*******************************************------------------| 81%
| action_network/ | |
| Cooling_Setpoint_RL | 0.07205738 |
| Heating_Setpoint_RL | 0.38269573 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.868195 |
| Heating_Setpoint_RL | 19.777664 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.56369877 |
| air_humidity | 1.7536339 |
| air_temperature | 0.3447955 |
| clg_setpoint | -1.1293052 |
| co2_emission | 0.0 |
| day_of_month | 1.0683368 |
| diffuse_solar_radiation | -0.7564083 |
| direct_solar_radiation | -0.6219686 |
| hour | -1.3721445 |
| htg_setpoint | 1.3198364 |
| month | 1.1436089 |
| outdoor_humidity | 1.4085932 |
| outdoor_temperature | 0.2758604 |
| people_occupant | -0.6893023 |
| total_electricity_HVAC | 0.4964382 |
| wind_direction | 0.047503732 |
| wind_speed | -0.1089542 |
| observation/ | |
| HVAC_electricity_demand_rate | 5267.901 |
| air_humidity | 60.474663 |
| air_temperature | 23.2499 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 98.0 |
| outdoor_temperature | 15.701477 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4741111.0 |
| wind_direction | 185.0 |
| wind_speed | 4.6 |
-------------------------------------------------
-------------------------------------------------*******************************************------------------| 81%
| action_network/ | |
| Cooling_Setpoint_RL | -0.06353617 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.410564 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.65114456 |
| air_humidity | -1.1418079 |
| air_temperature | -0.65974873 |
| clg_setpoint | -0.31306517 |
| co2_emission | 0.0 |
| day_of_month | 1.1812203 |
| diffuse_solar_radiation | -0.7563275 |
| direct_solar_radiation | -0.6220101 |
| hour | -1.227622 |
| htg_setpoint | 0.4257382 |
| month | 1.142273 |
| outdoor_humidity | -1.8126652 |
| outdoor_temperature | 0.25300443 |
| people_occupant | -0.6894782 |
| total_electricity_HVAC | -0.6573108 |
| wind_direction | 0.8617409 |
| wind_speed | 1.7614115 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 22.539251 |
| air_temperature | 21.814701 |
| clg_setpoint | 25.36899 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 19.547817 |
| month | 10.0 |
| outdoor_humidity | 31.0 |
| outdoor_temperature | 15.483064 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 270.0 |
| wind_speed | 9.05 |
-------------------------------------------------
-------------------------------------------------********************************************-----------------| 82%
| action_network/ | |
| Cooling_Setpoint_RL | 0.81612855 |
| Heating_Setpoint_RL | 0.32699776 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.379433 |
| Heating_Setpoint_RL | 19.464363 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.65082186 |
| air_humidity | -1.4224625 |
| air_temperature | -0.8081559 |
| clg_setpoint | -0.61741877 |
| co2_emission | 0.0 |
| day_of_month | 1.2937901 |
| diffuse_solar_radiation | -0.7562602 |
| direct_solar_radiation | -0.6220235 |
| hour | -1.0831174 |
| htg_setpoint | -1.3238933 |
| month | 1.1409416 |
| outdoor_humidity | -0.3928467 |
| outdoor_temperature | -0.6720707 |
| people_occupant | -0.68896353 |
| total_electricity_HVAC | -0.65697867 |
| wind_direction | 0.8611182 |
| wind_speed | 0.87483114 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 18.833138 |
| air_temperature | 21.602049 |
| clg_setpoint | 24.580324 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 12.301025 |
| month | 10.0 |
| outdoor_humidity | 60.5 |
| outdoor_temperature | 6.418113 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 270.0 |
| wind_speed | 6.95 |
-------------------------------------------------
-------------------------------------------------********************************************-----------------| 82%
| action_network/ | |
| Cooling_Setpoint_RL | 0.17164509 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.204302 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.6504695 |
| air_humidity | -1.3976474 |
| air_temperature | -0.13902652 |
| clg_setpoint | -0.26804063 |
| co2_emission | 0.0 |
| day_of_month | 1.4059824 |
| diffuse_solar_radiation | -0.7561847 |
| direct_solar_radiation | -0.6220997 |
| hour | -0.93862647 |
| htg_setpoint | 1.3205652 |
| month | 1.1396149 |
| outdoor_humidity | -0.27195925 |
| outdoor_temperature | -0.8160187 |
| people_occupant | -0.6884499 |
| total_electricity_HVAC | 2.7137485 |
| wind_direction | 1.3868319 |
| wind_speed | -0.2177916 |
| observation/ | |
| HVAC_electricity_demand_rate | 14163.0 |
| air_humidity | 19.132376 |
| air_temperature | 22.557232 |
| clg_setpoint | 25.488663 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 63.0 |
| outdoor_temperature | 5.0057263 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 13698581.0 |
| wind_direction | 325.0 |
| wind_speed | 4.35 |
-------------------------------------------------
-------------------------------------------------********************************************-----------------| 82%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.35390365 |
| air_humidity | -1.1326047 |
| air_temperature | -0.5356888 |
| clg_setpoint | -1.1292781 |
| co2_emission | 0.0 |
| day_of_month | 1.5177279 |
| diffuse_solar_radiation | -0.7360951 |
| direct_solar_radiation | -0.37179497 |
| hour | -0.79414606 |
| htg_setpoint | 0.8025231 |
| month | 1.1382929 |
| outdoor_humidity | 0.30544034 |
| outdoor_temperature | -1.023067 |
| people_occupant | -0.6886261 |
| total_electricity_HVAC | -0.41519445 |
| wind_direction | -1.7263184 |
| wind_speed | -2.042192 |
| observation/ | |
| HVAC_electricity_demand_rate | 1352.3003 |
| air_humidity | 22.58823 |
| air_temperature | 21.9909 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 2.0 |
| direct_solar_radiation | 63.0 |
| hour | 6.0 |
| htg_setpoint | 21.104774 |
| month | 10.0 |
| outdoor_humidity | 75.0 |
| outdoor_temperature | 2.9738088 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1054577.5 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
-------------------------------------------------*********************************************----------------| 83%
| action_network/ | |
| Cooling_Setpoint_RL | -0.860258 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.72163 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.0917742 |
| air_humidity | -0.78282636 |
| air_temperature | 0.34617314 |
| clg_setpoint | -1.1285826 |
| co2_emission | 0.0 |
| day_of_month | 1.6289525 |
| diffuse_solar_radiation | 0.11463622 |
| direct_solar_radiation | 0.79293364 |
| hour | -0.6496731 |
| htg_setpoint | 1.3203024 |
| month | 1.1369754 |
| outdoor_humidity | -0.702124 |
| outdoor_temperature | -0.22143506 |
| people_occupant | -0.68880194 |
| total_electricity_HVAC | 1.2918242 |
| wind_direction | -1.7260845 |
| wind_speed | -2.041317 |
| observation/ | |
| HVAC_electricity_demand_rate | 7515.741 |
| air_humidity | 27.170622 |
| air_temperature | 23.250153 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 87.0 |
| direct_solar_radiation | 356.0 |
| hour | 7.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 54.0 |
| outdoor_temperature | 10.821839 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 7952055.0 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
--------------------------------------------------********************************************----------------| 83%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.047593087 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.357288 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.3593165 |
| air_humidity | -1.0498189 |
| air_temperature | 0.887347 |
| clg_setpoint | 0.23063618 |
| co2_emission | 0.0 |
| day_of_month | 1.7395774 |
| diffuse_solar_radiation | 0.85566914 |
| direct_solar_radiation | 0.4508077 |
| hour | -0.50520515 |
| htg_setpoint | 1.3200881 |
| month | 1.1356624 |
| outdoor_humidity | -0.91683924 |
| outdoor_temperature | -0.5879769 |
| people_occupant | 1.6946208 |
| total_electricity_HVAC | -0.04940792 |
| wind_direction | -1.1498034 |
| wind_speed | -0.5304708 |
| observation/ | |
| HVAC_electricity_demand_rate | 1328.9053 |
| air_humidity | 23.655783 |
| air_temperature | 24.02225 |
| clg_setpoint | 26.777618 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 161.0 |
| direct_solar_radiation | 270.0 |
| hour | 8.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 49.5 |
| outdoor_temperature | 7.233836 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2532414.8 |
| wind_direction | 60.0 |
| wind_speed | 3.6 |
--------------------------------------------------
--------------------------------------------------********************************************----------------| 83%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.1975168 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.513968 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.56379765 |
| air_humidity | 0.035565518 |
| air_temperature | 0.34491268 |
| clg_setpoint | -1.1273401 |
| co2_emission | 0.0 |
| day_of_month | -1.6721834 |
| diffuse_solar_radiation | 0.55578524 |
| direct_solar_radiation | 2.0299196 |
| hour | -0.3607402 |
| htg_setpoint | 0.022653414 |
| month | 1.4351996 |
| outdoor_humidity | -0.6532313 |
| outdoor_temperature | -0.073337436 |
| people_occupant | 1.6940523 |
| total_electricity_HVAC | -0.5727548 |
| wind_direction | 1.5763817 |
| wind_speed | 1.4207798 |
| observation/ | |
| HVAC_electricity_demand_rate | 456.96008 |
| air_humidity | 37.903885 |
| air_temperature | 23.248304 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 131.0 |
| direct_solar_radiation | 667.0 |
| hour | 9.0 |
| htg_setpoint | 17.878681 |
| month | 11.0 |
| outdoor_humidity | 55.0 |
| outdoor_temperature | 12.267369 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 417536.97 |
| wind_direction | 345.0 |
| wind_speed | 8.25 |
--------------------------------------------------
-------------------------------------------------*********************************************----------------| 83%
| action_network/ | |
| Cooling_Setpoint_RL | 0.0473606 |
| Heating_Setpoint_RL | -0.4774964 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.784842 |
| Heating_Setpoint_RL | 14.939083 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.65042865 |
| air_humidity | -0.92593294 |
| air_temperature | -0.8482557 |
| clg_setpoint | 0.9982446 |
| co2_emission | 0.0 |
| day_of_month | -1.5556129 |
| diffuse_solar_radiation | 0.4559838 |
| direct_solar_radiation | 2.335678 |
| hour | -0.21627685 |
| htg_setpoint | 0.7493004 |
| month | 1.4329937 |
| outdoor_humidity | -1.4446881 |
| outdoor_temperature | 0.057020433 |
| people_occupant | -0.6893275 |
| total_electricity_HVAC | -0.65654886 |
| wind_direction | -1.7235589 |
| wind_speed | 1.4194126 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 25.283518 |
| air_temperature | 21.546421 |
| clg_setpoint | 28.769997 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 121.0 |
| direct_solar_radiation | 744.0 |
| hour | 10.0 |
| htg_setpoint | 20.88718 |
| month | 11.0 |
| outdoor_humidity | 38.5 |
| outdoor_temperature | 13.539623 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 0.0 |
| wind_speed | 8.25 |
-------------------------------------------------
-------------------------------------------------**********************************************---------------| 84%
| action_network/ | |
| Cooling_Setpoint_RL | -0.18666545 |
| Heating_Setpoint_RL | -0.96244365 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.995005 |
| Heating_Setpoint_RL | 12.211254 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.21435489 |
| air_humidity | -0.9518052 |
| air_temperature | 0.3465785 |
| clg_setpoint | -0.81425226 |
| co2_emission | 0.0 |
| day_of_month | -1.4396297 |
| diffuse_solar_radiation | 2.009038 |
| direct_solar_radiation | 0.16456777 |
| hour | -0.07181411 |
| htg_setpoint | 1.3196036 |
| month | 1.4307977 |
| outdoor_humidity | -1.1554139 |
| outdoor_temperature | 0.14256121 |
| people_occupant | -0.68881655 |
| total_electricity_HVAC | -0.1392912 |
| wind_direction | 1.6685307 |
| wind_speed | -0.63691473 |
| observation/ | |
| HVAC_electricity_demand_rate | 1944.8934 |
| air_humidity | 24.933256 |
| air_temperature | 23.250017 |
| clg_setpoint | 24.06382 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 276.0 |
| direct_solar_radiation | 198.0 |
| hour | 11.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 44.5 |
| outdoor_temperature | 14.375084 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2167335.5 |
| wind_direction | 355.0 |
| wind_speed | 3.35 |
-------------------------------------------------
-------------------------------------------------**********************************************---------------| 84%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.23561883 |
| air_humidity | 0.13274999 |
| air_temperature | 0.34626698 |
| clg_setpoint | -1.1273968 |
| co2_emission | 0.0 |
| day_of_month | -1.3241457 |
| diffuse_solar_radiation | 1.0876697 |
| direct_solar_radiation | 1.7510818 |
| hour | 0.07264851 |
| htg_setpoint | 1.3190752 |
| month | 1.4286119 |
| outdoor_humidity | -0.6512625 |
| outdoor_temperature | 0.3456355 |
| people_occupant | 0.26507375 |
| total_electricity_HVAC | -0.2627326 |
| wind_direction | 0.56956047 |
| wind_speed | -0.42585477 |
| observation/ | |
| HVAC_electricity_demand_rate | 1854.0469 |
| air_humidity | 39.151344 |
| air_temperature | 23.249464 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 184.0 |
| direct_solar_radiation | 597.0 |
| hour | 12.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 55.0 |
| outdoor_temperature | 16.357082 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 1668572.8 |
| wind_direction | 240.0 |
| wind_speed | 3.85 |
-------------------------------------------------
-------------------------------------------------**********************************************---------------| 84%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.7110446 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.625374 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.65024745 |
| air_humidity | -0.98390776 |
| air_temperature | 2.1185155 |
| clg_setpoint | 1.3627062 |
| co2_emission | 0.0 |
| day_of_month | -1.2090809 |
| diffuse_solar_radiation | 0.09603729 |
| direct_solar_radiation | -0.6226305 |
| hour | 0.21711102 |
| htg_setpoint | -1.39683 |
| month | 1.426436 |
| outdoor_humidity | -1.1794322 |
| outdoor_temperature | -0.31272623 |
| people_occupant | 1.2183142 |
| total_electricity_HVAC | -0.65635777 |
| wind_direction | 1.2367394 |
| wind_speed | 2.5095584 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 24.513357 |
| air_temperature | 25.773865 |
| clg_setpoint | 29.717012 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 85.0 |
| direct_solar_radiation | 0.0 |
| hour | 13.0 |
| htg_setpoint | 12.0 |
| month | 11.0 |
| outdoor_humidity | 44.0 |
| outdoor_temperature | 9.927888 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 310.0 |
| wind_speed | 10.85 |
-------------------------------------------------
---------------------------------------------------********************************************---------------| 84%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.45469993 |
| air_humidity | -0.7088053 |
| air_temperature | 0.3461816 |
| clg_setpoint | -1.1269523 |
| co2_emission | 0.0 |
| day_of_month | -1.0943635 |
| diffuse_solar_radiation | 0.42714718 |
| direct_solar_radiation | 1.1788048 |
| hour | 0.36157292 |
| htg_setpoint | -1.3965862 |
| month | 1.42427 |
| outdoor_humidity | -1.155246 |
| outdoor_temperature | -0.0150334975 |
| people_occupant | 1.6945611 |
| total_electricity_HVAC | -0.47067964 |
| wind_direction | 1.4256729 |
| wind_speed | 0.012848459 |
| observation/ | |
| HVAC_electricity_demand_rate | 919.72253 |
| air_humidity | 28.11317 |
| air_temperature | 23.248795 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 118.0 |
| direct_solar_radiation | 453.0 |
| hour | 14.0 |
| htg_setpoint | 12.0 |
| month | 11.0 |
| outdoor_humidity | 44.5 |
| outdoor_temperature | 12.828085 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 827750.25 |
| wind_direction | 330.0 |
| wind_speed | 4.9 |
---------------------------------------------------
--------------------------------------------------**********************************************--------------| 85%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.46761116 |
| air_humidity | -0.33002564 |
| air_temperature | 0.34646326 |
| clg_setpoint | -1.1264611 |
| co2_emission | 0.0 |
| day_of_month | -0.97992855 |
| diffuse_solar_radiation | 0.10653431 |
| direct_solar_radiation | -0.3164032 |
| hour | 0.50603324 |
| htg_setpoint | -0.23783238 |
| month | 1.4221139 |
| outdoor_humidity | -0.6507645 |
| outdoor_temperature | -0.024964787 |
| people_occupant | 1.6939961 |
| total_electricity_HVAC | -0.48292482 |
| wind_direction | 1.3284024 |
| wind_speed | 0.24388264 |
| observation/ | |
| HVAC_electricity_demand_rate | 864.5251 |
| air_humidity | 33.072517 |
| air_temperature | 23.249062 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 86.0 |
| direct_solar_radiation | 77.0 |
| hour | 15.0 |
| htg_setpoint | 16.800741 |
| month | 11.0 |
| outdoor_humidity | 55.0 |
| outdoor_temperature | 12.727448 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 778072.56 |
| wind_direction | 320.0 |
| wind_speed | 5.45 |
--------------------------------------------------
--------------------------------------------------**********************************************--------------| 85%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.47425944 |
| air_humidity | 0.56580913 |
| air_temperature | 0.34896213 |
| clg_setpoint | -1.1259345 |
| co2_emission | 0.0 |
| day_of_month | -0.8657187 |
| diffuse_solar_radiation | -0.68540907 |
| direct_solar_radiation | -0.55507797 |
| hour | 0.6504906 |
| htg_setpoint | -0.44296262 |
| month | 1.4199677 |
| outdoor_humidity | 0.550829 |
| outdoor_temperature | -0.062182996 |
| people_occupant | 1.6934326 |
| total_electricity_HVAC | -0.4892293 |
| wind_direction | 0.32594156 |
| wind_speed | -0.4268805 |
| observation/ | |
| HVAC_electricity_demand_rate | 835.99786 |
| air_humidity | 44.799835 |
| air_temperature | 23.2525 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 7.0 |
| direct_solar_radiation | 17.0 |
| hour | 16.0 |
| htg_setpoint | 15.952175 |
| month | 11.0 |
| outdoor_humidity | 80.0 |
| outdoor_temperature | 12.360752 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 752398.06 |
| wind_direction | 215.0 |
| wind_speed | 3.85 |
--------------------------------------------------
-------------------------------------------------***********************************************--------------| 85%
| action_network/ | |
| Cooling_Setpoint_RL | 0.33037338 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.74001 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6501602 |
| air_humidity | 0.5130655 |
| air_temperature | -0.26514333 |
| clg_setpoint | 0.8723314 |
| co2_emission | 0.0 |
| day_of_month | -0.7516835 |
| diffuse_solar_radiation | -0.7555178 |
| direct_solar_radiation | -0.62238944 |
| hour | 0.7949429 |
| htg_setpoint | 0.70850927 |
| month | 1.417831 |
| outdoor_humidity | 1.2713102 |
| outdoor_temperature | -0.1861472 |
| people_occupant | -0.68917876 |
| total_electricity_HVAC | -0.656217 |
| wind_direction | -0.6742512 |
| wind_speed | -0.42559278 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 44.117157 |
| air_temperature | 22.378946 |
| clg_setpoint | 28.440088 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 20.725449 |
| month | 11.0 |
| outdoor_humidity | 95.0 |
| outdoor_temperature | 11.152103 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 110.0 |
| wind_speed | 3.85 |
-------------------------------------------------
-------------------------------------------------************************************************-------------| 86%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.21184213 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 18.816612 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.4074761 |
| air_humidity | 0.52807397 |
| air_temperature | 0.34760505 |
| clg_setpoint | 1.4717556 |
| co2_emission | 0.0 |
| day_of_month | -0.63777906 |
| diffuse_solar_radiation | -0.7554123 |
| direct_solar_radiation | -0.62211293 |
| hour | 0.939388 |
| htg_setpoint | 1.3175024 |
| month | 1.4157039 |
| outdoor_humidity | 0.2121939 |
| outdoor_temperature | 0.005709967 |
| people_occupant | -0.6886716 |
| total_electricity_HVAC | 1.6759487 |
| wind_direction | 0.85107094 |
| wind_speed | 1.2929595 |
| observation/ | |
| HVAC_electricity_demand_rate | 8848.937 |
| air_humidity | 44.324203 |
| air_temperature | 23.250177 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 73.0 |
| outdoor_temperature | 13.021987 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 9494463.0 |
| wind_direction | 270.0 |
| wind_speed | 7.95 |
-------------------------------------------------
-------------------------------------------------************************************************-------------| 86%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6500534 |
| air_humidity | 0.5592591 |
| air_temperature | 0.34753767 |
| clg_setpoint | -1.1265383 |
| co2_emission | 0.0 |
| day_of_month | -0.52396834 |
| diffuse_solar_radiation | -0.75533104 |
| direct_solar_radiation | -0.6219196 |
| hour | 1.0838228 |
| htg_setpoint | -1.3981526 |
| month | 1.4135864 |
| outdoor_humidity | 0.25944096 |
| outdoor_temperature | 0.011516508 |
| people_occupant | -0.45044237 |
| total_electricity_HVAC | -0.65610266 |
| wind_direction | 1.6594551 |
| wind_speed | 1.2910016 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 44.740192 |
| air_temperature | 23.249945 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 12.0 |
| month | 11.0 |
| outdoor_humidity | 74.0 |
| outdoor_temperature | 13.077323 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 355.0 |
| wind_speed | 7.95 |
-------------------------------------------------
-------------------------------------------------************************************************-------------| 86%
| action_network/ | |
| Cooling_Setpoint_RL | -0.27749962 |
| Heating_Setpoint_RL | -0.5424409 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.688438 |
| Heating_Setpoint_RL | 14.5737705 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.65004283 |
| air_humidity | 0.37698764 |
| air_temperature | 0.05125802 |
| clg_setpoint | 1.0234836 |
| co2_emission | 0.0 |
| day_of_month | -0.41022083 |
| diffuse_solar_radiation | -0.755237 |
| direct_solar_radiation | -0.62154657 |
| hour | 1.2282442 |
| htg_setpoint | 0.8162085 |
| month | 1.4114784 |
| outdoor_humidity | 0.42766938 |
| outdoor_temperature | -0.39262843 |
| people_occupant | -0.45064905 |
| total_electricity_HVAC | -0.6560721 |
| wind_direction | -1.6751093 |
| wind_speed | -0.09297967 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 42.357407 |
| air_temperature | 22.828802 |
| clg_setpoint | 28.83572 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 21.174915 |
| month | 11.0 |
| outdoor_humidity | 77.5 |
| outdoor_temperature | 9.142248 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 5.0 |
| wind_speed | 4.65 |
| train/ | |
| approx_kl | 0.00832269 |
| clip_fraction | 0.0934 |
| clip_range | 0.2 |
| entropy_loss | -2.58 |
| explained_variance | 0.591 |
| learning_rate | 0.0003 |
| loss | 0.16 |
| n_updates | 490 |
| policy_gradient_loss | -0.014 |
| std | 0.883 |
| value_loss | 0.539 |
-------------------------------------------------
--------------------------------------------------***********************************************-------------| 86%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.052931998 |
| air_humidity | 0.77928495 |
| air_temperature | 0.12782052 |
| clg_setpoint | 0.7262878 |
| co2_emission | 0.0 |
| day_of_month | -0.2965124 |
| diffuse_solar_radiation | -0.75504315 |
| direct_solar_radiation | -0.62113935 |
| hour | 1.3726482 |
| htg_setpoint | 1.2389526 |
| month | 1.4093797 |
| outdoor_humidity | 1.2208526 |
| outdoor_temperature | -0.24945109 |
| people_occupant | -0.6891917 |
| total_electricity_HVAC | -0.089352846 |
| wind_direction | -0.29334056 |
| wind_speed | -0.42771173 |
| observation/ | |
| HVAC_electricity_demand_rate | 2629.3796 |
| air_humidity | 47.617138 |
| air_temperature | 22.937757 |
| clg_setpoint | 28.063099 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 22.930202 |
| month | 11.0 |
| outdoor_humidity | 94.0 |
| outdoor_temperature | 10.531807 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2366441.8 |
| wind_direction | 150.0 |
| wind_speed | 3.85 |
--------------------------------------------------
-------------------------------------------------*************************************************------------| 87%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.30660927 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 19.349678 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6501659 |
| air_humidity | 1.1825964 |
| air_temperature | -1.3147968 |
| clg_setpoint | -0.3705413 |
| co2_emission | 0.0 |
| day_of_month | -0.18282536 |
| diffuse_solar_radiation | -0.7548714 |
| direct_solar_radiation | -0.6207347 |
| hour | 1.5170307 |
| htg_setpoint | -0.73212165 |
| month | 1.4072905 |
| outdoor_humidity | -0.1514173 |
| outdoor_temperature | -0.5162709 |
| people_occupant | -0.68936443 |
| total_electricity_HVAC | -0.65617824 |
| wind_direction | 1.0396683 |
| wind_speed | 1.6479723 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 52.905483 |
| air_temperature | 20.889364 |
| clg_setpoint | 25.212526 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 14.766266 |
| month | 11.0 |
| outdoor_humidity | 65.5 |
| outdoor_temperature | 7.93763 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 290.0 |
| wind_speed | 8.8 |
-------------------------------------------------
--------------------------------------------------************************************************------------| 87%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.11116782 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 16.999681 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.19609885 |
| air_humidity | -0.14220761 |
| air_temperature | -1.5545195 |
| clg_setpoint | 1.4722669 |
| co2_emission | 0.0 |
| day_of_month | -0.069148436 |
| diffuse_solar_radiation | -0.7547617 |
| direct_solar_radiation | -0.62055016 |
| hour | 1.6613868 |
| htg_setpoint | 0.3951034 |
| month | 1.4052105 |
| outdoor_humidity | 0.3540919 |
| outdoor_temperature | -0.7255881 |
| people_occupant | -0.68953675 |
| total_electricity_HVAC | -0.22523598 |
| wind_direction | 0.75309443 |
| wind_speed | 0.8711333 |
| observation/ | |
| HVAC_electricity_demand_rate | 2019.4198 |
| air_humidity | 35.585293 |
| air_temperature | 20.548994 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 19.437002 |
| month | 11.0 |
| outdoor_humidity | 76.0 |
| outdoor_temperature | 5.898746 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1817477.9 |
| wind_direction | 260.0 |
| wind_speed | 6.95 |
--------------------------------------------------
-------------------------------------------------*************************************************------------| 87%
| action_network/ | |
| Cooling_Setpoint_RL | 0.19614485 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.28699 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.044444 |
| air_humidity | -0.62277466 |
| air_temperature | 0.2691268 |
| clg_setpoint | 0.6755856 |
| co2_emission | 0.0 |
| day_of_month | 0.158269 |
| diffuse_solar_radiation | -0.7546601 |
| direct_solar_radiation | -0.6204 |
| hour | -1.6612628 |
| htg_setpoint | 1.3149644 |
| month | 1.4031396 |
| outdoor_humidity | 1.0039507 |
| outdoor_temperature | -0.36778027 |
| people_occupant | -0.6890322 |
| total_electricity_HVAC | 2.1017761 |
| wind_direction | 0.37176916 |
| wind_speed | 0.43053356 |
| observation/ | |
| HVAC_electricity_demand_rate | 11558.324 |
| air_humidity | 29.300238 |
| air_temperature | 23.137316 |
| clg_setpoint | 27.930853 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 89.5 |
| outdoor_temperature | 9.373076 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 11213164.0 |
| wind_direction | 220.0 |
| wind_speed | 5.9 |
-------------------------------------------------
-------------------------------------------------**************************************************-----------| 88%
| action_network/ | |
| Cooling_Setpoint_RL | 0.93195045 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.770332 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.789844 |
| air_humidity | -0.87393206 |
| air_temperature | -0.5190909 |
| clg_setpoint | 0.56540513 |
| co2_emission | 0.0 |
| day_of_month | 0.27198437 |
| diffuse_solar_radiation | -0.7545461 |
| direct_solar_radiation | -0.6203561 |
| hour | -1.5166934 |
| htg_setpoint | 1.3150537 |
| month | 1.401078 |
| outdoor_humidity | 0.017200202 |
| outdoor_temperature | -0.84407824 |
| people_occupant | -0.6885287 |
| total_electricity_HVAC | 2.7370806 |
| wind_direction | 1.0853962 |
| wind_speed | 0.5551388 |
| observation/ | |
| HVAC_electricity_demand_rate | 14731.951 |
| air_humidity | 26.016855 |
| air_temperature | 22.017658 |
| clg_setpoint | 27.645954 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 69.0 |
| outdoor_temperature | 4.7448707 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 13778939.0 |
| wind_direction | 295.0 |
| wind_speed | 6.2 |
-------------------------------------------------
-------------------------------------------------**************************************************-----------| 88%
| action_network/ | |
| Cooling_Setpoint_RL | 0.5476889 |
| Heating_Setpoint_RL | 0.84111863 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.47345 |
| Heating_Setpoint_RL | 22.356293 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.4571283 |
| air_humidity | -0.5359501 |
| air_temperature | -0.24754818 |
| clg_setpoint | 0.39801094 |
| co2_emission | 0.0 |
| day_of_month | 0.38568202 |
| diffuse_solar_radiation | -0.75438195 |
| direct_solar_radiation | -0.62025017 |
| hour | -1.3721505 |
| htg_setpoint | 1.3151933 |
| month | 1.3990253 |
| outdoor_humidity | -0.27163258 |
| outdoor_temperature | -0.96091574 |
| people_occupant | -0.68870133 |
| total_electricity_HVAC | 2.4910064 |
| wind_direction | 0.75128484 |
| wind_speed | 0.219508 |
| observation/ | |
| HVAC_electricity_demand_rate | 13319.773 |
| air_humidity | 30.424728 |
| air_temperature | 22.402687 |
| clg_setpoint | 27.209965 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 63.0 |
| outdoor_temperature | 3.6036901 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 12789312.0 |
| wind_direction | 260.0 |
| wind_speed | 5.4 |
-------------------------------------------------
-------------------------------------------------**************************************************-----------| 88%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.95137197 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 22.976467 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.819851 |
| air_humidity | -0.31894603 |
| air_temperature | -0.6237761 |
| clg_setpoint | -0.277302 |
| co2_emission | 0.0 |
| day_of_month | 0.49934614 |
| diffuse_solar_radiation | -0.7542354 |
| direct_solar_radiation | -0.62003434 |
| hour | -1.2276294 |
| htg_setpoint | 0.9815381 |
| month | 1.3969817 |
| outdoor_humidity | 0.54740614 |
| outdoor_temperature | -1.31313 |
| people_occupant | -0.68887365 |
| total_electricity_HVAC | 0.479208 |
| wind_direction | 0.84592587 |
| wind_speed | -0.4303675 |
| observation/ | |
| HVAC_electricity_demand_rate | 6349.0073 |
| air_humidity | 33.253235 |
| air_temperature | 21.86869 |
| clg_setpoint | 25.454168 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 21.868687 |
| month | 11.0 |
| outdoor_humidity | 80.0 |
| outdoor_temperature | 0.1731948 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4664604.0 |
| wind_direction | 270.0 |
| wind_speed | 3.85 |
-------------------------------------------------
-------------------------------------------------***************************************************----------| 89%
| action_network/ | |
| Cooling_Setpoint_RL | -0.7755189 |
| Heating_Setpoint_RL | 0.79078734 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.007624 |
| Heating_Setpoint_RL | 22.07318 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.3106766 |
| air_humidity | -0.43706816 |
| air_temperature | -0.55952555 |
| clg_setpoint | 1.3396784 |
| co2_emission | 0.0 |
| day_of_month | 0.61295474 |
| diffuse_solar_radiation | -0.75410604 |
| direct_solar_radiation | -0.6199743 |
| hour | -1.0831257 |
| htg_setpoint | 1.3146517 |
| month | 1.3949469 |
| outdoor_humidity | 0.11342136 |
| outdoor_temperature | -1.4257275 |
| people_occupant | -0.6890456 |
| total_electricity_HVAC | 3.19055 |
| wind_direction | 0.84555835 |
| wind_speed | 0.76489 |
| observation/ | |
| HVAC_electricity_demand_rate | 16971.344 |
| air_humidity | 31.70963 |
| air_temperature | 21.959509 |
| clg_setpoint | 29.654472 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 71.0 |
| outdoor_temperature | -0.93647814 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 15629097.0 |
| wind_direction | 270.0 |
| wind_speed | 6.7 |
-------------------------------------------------
-------------------------------------------------***************************************************----------| 89%
| action_network/ | |
| Cooling_Setpoint_RL | -0.49945027 |
| Heating_Setpoint_RL | -0.61277974 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.939356 |
| Heating_Setpoint_RL | 14.178114 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.32288718 |
| air_humidity | -0.54623294 |
| air_temperature | -2.013943 |
| clg_setpoint | 0.8845356 |
| co2_emission | 0.0 |
| day_of_month | 0.72647965 |
| diffuse_solar_radiation | -0.7539837 |
| direct_solar_radiation | -0.6199623 |
| hour | -0.9386356 |
| htg_setpoint | -0.59874046 |
| month | 1.3929211 |
| outdoor_humidity | 0.40278298 |
| outdoor_temperature | -1.710556 |
| people_occupant | -0.6892172 |
| total_electricity_HVAC | -0.34513134 |
| wind_direction | 0.94010943 |
| wind_speed | 1.8540156 |
| observation/ | |
| HVAC_electricity_demand_rate | 1481.4138 |
| air_humidity | 30.281677 |
| air_temperature | 19.894854 |
| clg_setpoint | 28.471237 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 15.318884 |
| month | 11.0 |
| outdoor_humidity | 77.0 |
| outdoor_temperature | -3.7229965 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1334746.2 |
| wind_direction | 280.0 |
| wind_speed | 9.3 |
-------------------------------------------------
-------------------------------------------------***************************************************----------| 89%
| action_network/ | |
| Cooling_Setpoint_RL | 0.079883814 |
| Heating_Setpoint_RL | -0.9889039 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.894608 |
| Heating_Setpoint_RL | 12.062416 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.32538116 |
| air_humidity | -1.0011556 |
| air_temperature | -2.0203485 |
| clg_setpoint | -1.1246718 |
| co2_emission | 0.0 |
| day_of_month | 0.83988655 |
| diffuse_solar_radiation | -0.75386655 |
| direct_solar_radiation | -0.6199658 |
| hour | -0.79415554 |
| htg_setpoint | -0.14559405 |
| month | 1.3909041 |
| outdoor_humidity | -0.24755825 |
| outdoor_temperature | -1.6958727 |
| people_occupant | -0.6893886 |
| total_electricity_HVAC | -0.3514203 |
| wind_direction | 1.0821575 |
| wind_speed | 0.6562949 |
| observation/ | |
| HVAC_electricity_demand_rate | 1472.0498 |
| air_humidity | 24.33817 |
| air_temperature | 19.88398 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 17.196259 |
| month | 11.0 |
| outdoor_humidity | 63.5 |
| outdoor_temperature | -3.606235 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1310375.4 |
| wind_direction | 295.0 |
| wind_speed | 6.45 |
-------------------------------------------------
-------------------------------------------------***************************************************----------| 89%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.8967903 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 22.669445 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.2838745 |
| air_humidity | -1.7792672 |
| air_temperature | 0.2877021 |
| clg_setpoint | -1.1246663 |
| co2_emission | 0.0 |
| day_of_month | 0.95313525 |
| diffuse_solar_radiation | -0.20059675 |
| direct_solar_radiation | -0.37640277 |
| hour | -0.6496828 |
| htg_setpoint | 1.3148026 |
| month | 1.3888958 |
| outdoor_humidity | -0.12617835 |
| outdoor_temperature | -1.6973249 |
| people_occupant | -0.6888876 |
| total_electricity_HVAC | 2.1813767 |
| wind_direction | -1.4920917 |
| wind_speed | -1.7324363 |
| observation/ | |
| HVAC_electricity_demand_rate | 12621.257 |
| air_humidity | 14.160758 |
| air_temperature | 23.158365 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 55.0 |
| direct_solar_radiation | 61.0 |
| hour | 7.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 66.0 |
| outdoor_temperature | -3.6440208 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 11571538.0 |
| wind_direction | 25.0 |
| wind_speed | 0.75 |
-------------------------------------------------
--------------------------------------------------***************************************************---------| 90%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.40415743 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.898386 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.4619954 |
| air_humidity | -1.5577214 |
| air_temperature | -0.044964448 |
| clg_setpoint | -1.0674783 |
| co2_emission | 0.0 |
| day_of_month | 1.0661795 |
| diffuse_solar_radiation | -0.22048286 |
| direct_solar_radiation | -0.6200133 |
| hour | -0.5052149 |
| htg_setpoint | 1.0972486 |
| month | 1.3868961 |
| outdoor_humidity | 0.38041854 |
| outdoor_temperature | -1.5274897 |
| people_occupant | 1.6959404 |
| total_electricity_HVAC | 1.7080071 |
| wind_direction | -1.157973 |
| wind_speed | -0.2227689 |
| observation/ | |
| HVAC_electricity_demand_rate | 9118.355 |
| air_humidity | 17.007025 |
| air_temperature | 22.684933 |
| clg_setpoint | 23.397474 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 53.0 |
| direct_solar_radiation | 0.0 |
| hour | 8.0 |
| htg_setpoint | 22.349018 |
| month | 11.0 |
| outdoor_humidity | 76.5 |
| outdoor_temperature | -2.013272 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 9662366.0 |
| wind_direction | 60.0 |
| wind_speed | 4.35 |
--------------------------------------------------
-------------------------------------------------****************************************************---------| 90%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.4948853 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 20.40873 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6010776 |
| air_humidity | 0.34690732 |
| air_temperature | 1.3776385 |
| clg_setpoint | -0.56415683 |
| co2_emission | 0.0 |
| day_of_month | 1.1789675 |
| diffuse_solar_radiation | 0.7958728 |
| direct_solar_radiation | -0.39593294 |
| hour | -0.36075005 |
| htg_setpoint | 1.3138938 |
| month | 1.3849051 |
| outdoor_humidity | 1.4405711 |
| outdoor_temperature | -0.3704495 |
| people_occupant | 1.6953831 |
| total_electricity_HVAC | -0.54411274 |
| wind_direction | -0.8710028 |
| wind_speed | 2.5838673 |
| observation/ | |
| HVAC_electricity_demand_rate | 297.48035 |
| air_humidity | 41.879555 |
| air_temperature | 24.704187 |
| clg_setpoint | 24.704447 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 154.0 |
| direct_solar_radiation | 56.0 |
| hour | 9.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 98.5 |
| outdoor_temperature | 9.243914 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 533016.1 |
| wind_direction | 90.0 |
| wind_speed | 11.05 |
-------------------------------------------------
--------------------------------------------------***************************************************---------| 90%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.043908432 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.378016 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.57897264 |
| air_humidity | 0.3456831 |
| air_temperature | 0.3517388 |
| clg_setpoint | -1.1235001 |
| co2_emission | 0.0 |
| day_of_month | 1.2914418 |
| diffuse_solar_radiation | 1.037956 |
| direct_solar_radiation | 1.5666964 |
| hour | -0.2162867 |
| htg_setpoint | 1.3132594 |
| month | 1.3829226 |
| outdoor_humidity | 0.6190974 |
| outdoor_temperature | -0.4554013 |
| people_occupant | 1.6948273 |
| total_electricity_HVAC | -0.58854395 |
| wind_direction | 0.6529366 |
| wind_speed | 0.86590534 |
| observation/ | |
| HVAC_electricity_demand_rate | 391.86472 |
| air_humidity | 41.877262 |
| air_temperature | 23.248074 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 178.0 |
| direct_solar_radiation | 547.0 |
| hour | 10.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 81.5 |
| outdoor_temperature | 8.414698 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 352678.22 |
| wind_direction | 250.0 |
| wind_speed | 6.95 |
--------------------------------------------------
-------------------------------------------------****************************************************---------| 90%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.9925978 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.041637 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.49681985 |
| air_humidity | -0.2603181 |
| air_temperature | 0.35382676 |
| clg_setpoint | -1.1228887 |
| co2_emission | 0.0 |
| day_of_month | 1.4035395 |
| diffuse_solar_radiation | 0.837158 |
| direct_solar_radiation | -0.61904246 |
| hour | -0.07182395 |
| htg_setpoint | -0.07090087 |
| month | 1.3809487 |
| outdoor_humidity | -0.5624417 |
| outdoor_temperature | -0.37597358 |
| people_occupant | 1.2176212 |
| total_electricity_HVAC | -0.51054597 |
| wind_direction | 1.0335116 |
| wind_speed | -0.09773824 |
| observation/ | |
| HVAC_electricity_demand_rate | 742.9521 |
| air_humidity | 33.962833 |
| air_temperature | 23.250856 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 158.0 |
| direct_solar_radiation | 0.0 |
| hour | 11.0 |
| htg_setpoint | 17.512196 |
| month | 11.0 |
| outdoor_humidity | 57.0 |
| outdoor_temperature | 9.183605 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 668656.9 |
| wind_direction | 290.0 |
| wind_speed | 4.65 |
-------------------------------------------------
--------------------------------------------------****************************************************--------| 91%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.13819754 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.84764 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.57249767 |
| air_humidity | -0.6603015 |
| air_temperature | 0.35287997 |
| clg_setpoint | -1.1223656 |
| co2_emission | 0.0 |
| day_of_month | 1.5151929 |
| diffuse_solar_radiation | 0.4551624 |
| direct_solar_radiation | 1.9559382 |
| hour | 0.0726387 |
| htg_setpoint | -0.3771057 |
| month | 1.3789831 |
| outdoor_humidity | -0.5626245 |
| outdoor_temperature | -0.44271904 |
| people_occupant | 0.26394093 |
| total_electricity_HVAC | -0.5794539 |
| wind_direction | 0.41356942 |
| wind_speed | -0.097586036 |
| observation/ | |
| HVAC_electricity_demand_rate | 418.89172 |
| air_humidity | 28.743217 |
| air_temperature | 23.249222 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 120.0 |
| direct_solar_radiation | 644.0 |
| hour | 12.0 |
| htg_setpoint | 16.243055 |
| month | 11.0 |
| outdoor_humidity | 57.0 |
| outdoor_temperature | 8.529092 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 388802.7 |
| wind_direction | 225.0 |
| wind_speed | 4.65 |
--------------------------------------------------
-------------------------------------------------*****************************************************--------| 91%
| action_network/ | |
| Cooling_Setpoint_RL | -0.45086575 |
| Heating_Setpoint_RL | 0.98705256 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.103329 |
| Heating_Setpoint_RL | 23.17717 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.65007716 |
| air_humidity | -0.39217433 |
| air_temperature | -0.6588846 |
| clg_setpoint | 0.09714763 |
| co2_emission | 0.0 |
| day_of_month | 1.6263291 |
| diffuse_solar_radiation | 0.7778797 |
| direct_solar_radiation | -0.50265485 |
| hour | 0.21710123 |
| htg_setpoint | -1.4004878 |
| month | 1.377026 |
| outdoor_humidity | -0.32179114 |
| outdoor_temperature | -0.51646405 |
| people_occupant | -0.68924236 |
| total_electricity_HVAC | -0.6559875 |
| wind_direction | 1.2234741 |
| wind_speed | 1.8297659 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 32.239746 |
| air_temperature | 21.814514 |
| clg_setpoint | 26.417654 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 152.0 |
| direct_solar_radiation | 29.0 |
| hour | 13.0 |
| htg_setpoint | 12.0 |
| month | 11.0 |
| outdoor_humidity | 62.0 |
| outdoor_temperature | 7.8074913 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 310.0 |
| wind_speed | 9.25 |
-------------------------------------------------
-------------------------------------------------*****************************************************--------| 91%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.9207934 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.445537 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6499435 |
| air_humidity | -1.2203594 |
| air_temperature | -1.3400332 |
| clg_setpoint | 1.4748155 |
| co2_emission | 0.0 |
| day_of_month | -1.6716279 |
| diffuse_solar_radiation | -0.10817419 |
| direct_solar_radiation | 0.31752342 |
| hour | 0.36156315 |
| htg_setpoint | -0.31545097 |
| month | 1.6714191 |
| outdoor_humidity | -1.4073962 |
| outdoor_temperature | -0.8008041 |
| people_occupant | -0.688745 |
| total_electricity_HVAC | -0.65584934 |
| wind_direction | 1.221871 |
| wind_speed | 3.3290117 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 21.431427 |
| air_temperature | 20.846502 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 64.0 |
| direct_solar_radiation | 234.0 |
| hour | 14.0 |
| htg_setpoint | 16.49819 |
| month | 12.0 |
| outdoor_humidity | 39.5 |
| outdoor_temperature | 5.0379443 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 310.0 |
| wind_speed | 12.85 |
-------------------------------------------------
-------------------------------------------------******************************************************-------| 92%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.549475 |
| air_humidity | -1.2932957 |
| air_temperature | 0.3547456 |
| clg_setpoint | -1.1230606 |
| co2_emission | 0.0 |
| day_of_month | -1.5551895 |
| diffuse_solar_radiation | -0.4704614 |
| direct_solar_radiation | 1.484869 |
| hour | 0.5060236 |
| htg_setpoint | -1.3999306 |
| month | 1.6683258 |
| outdoor_humidity | -1.6470536 |
| outdoor_temperature | -0.45688352 |
| people_occupant | 1.6953204 |
| total_electricity_HVAC | -0.56048197 |
| wind_direction | 1.1252538 |
| wind_speed | 1.9394299 |
| observation/ | |
| HVAC_electricity_demand_rate | 516.47046 |
| air_humidity | 20.455088 |
| air_temperature | 23.248857 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 28.0 |
| direct_solar_radiation | 526.0 |
| hour | 15.0 |
| htg_setpoint | 12.0 |
| month | 12.0 |
| outdoor_humidity | 34.5 |
| outdoor_temperature | 8.372531 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 464823.44 |
| wind_direction | 300.0 |
| wind_speed | 9.55 |
-------------------------------------------------
-------------------------------------------------******************************************************-------| 92%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5151634 |
| air_humidity | -1.0673416 |
| air_temperature | 0.36136734 |
| clg_setpoint | -1.1228298 |
| co2_emission | 0.0 |
| day_of_month | -1.4393086 |
| diffuse_solar_radiation | -0.7522921 |
| direct_solar_radiation | -0.6187936 |
| hour | 0.65048105 |
| htg_setpoint | -1.3998276 |
| month | 1.6652493 |
| outdoor_humidity | -0.9224075 |
| outdoor_temperature | -0.66966796 |
| people_occupant | 1.6947678 |
| total_electricity_HVAC | -0.5279014 |
| wind_direction | 0.3622248 |
| wind_speed | -0.22744983 |
| observation/ | |
| HVAC_electricity_demand_rate | 662.8506 |
| air_humidity | 23.388317 |
| air_temperature | 23.257713 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 16.0 |
| htg_setpoint | 12.0 |
| month | 12.0 |
| outdoor_humidity | 49.5 |
| outdoor_temperature | 6.295131 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 596565.56 |
| wind_direction | 220.0 |
| wind_speed | 4.35 |
-------------------------------------------------
-------------------------------------------------******************************************************-------| 92%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.22724867 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.903275 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.58484507 |
| air_humidity | 0.4654585 |
| air_temperature | 0.3557985 |
| clg_setpoint | -1.1223123 |
| co2_emission | 0.0 |
| day_of_month | -1.3239012 |
| diffuse_solar_radiation | -0.7520365 |
| direct_solar_radiation | -0.61846286 |
| hour | 0.7949337 |
| htg_setpoint | 0.09093278 |
| month | 1.66219 |
| outdoor_humidity | 1.0315452 |
| outdoor_temperature | -0.44720373 |
| people_occupant | 1.6942168 |
| total_electricity_HVAC | -0.5940365 |
| wind_direction | 0.50480604 |
| wind_speed | -0.6435651 |
| observation/ | |
| HVAC_electricity_demand_rate | 364.15677 |
| air_humidity | 43.379025 |
| air_temperature | 23.249468 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 18.182217 |
| month | 12.0 |
| outdoor_humidity | 90.0 |
| outdoor_temperature | 8.452459 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 327741.1 |
| wind_direction | 235.0 |
| wind_speed | 3.35 |
| train/ | |
| approx_kl | 0.00767497 |
| clip_fraction | 0.0613 |
| clip_range | 0.2 |
| entropy_loss | -2.58 |
| explained_variance | 0.726 |
| learning_rate | 0.0003 |
| loss | 0.0978 |
| n_updates | 500 |
| policy_gradient_loss | -0.00791 |
| std | 0.877 |
| value_loss | 0.515 |
-------------------------------------------------
--------------------------------------------------*****************************************************-------| 92%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.77351785 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.273962 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.14340718 |
| air_humidity | -0.003557767 |
| air_temperature | 0.3560499 |
| clg_setpoint | -1.1220357 |
| co2_emission | 0.0 |
| day_of_month | -1.2088907 |
| diffuse_solar_radiation | -0.75182045 |
| direct_solar_radiation | -0.61808956 |
| hour | 0.93937916 |
| htg_setpoint | 1.1345706 |
| month | 1.6591474 |
| outdoor_humidity | 0.113877945 |
| outdoor_temperature | -0.93824315 |
| people_occupant | 0.5021801 |
| total_electricity_HVAC | -0.17503186 |
| wind_direction | 0.8859691 |
| wind_speed | 1.169489 |
| observation/ | |
| HVAC_electricity_demand_rate | 2255.0618 |
| air_humidity | 37.26716 |
| air_temperature | 23.249952 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 22.512058 |
| month | 12.0 |
| outdoor_humidity | 71.0 |
| outdoor_temperature | 3.6787229 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 2029555.6 |
| wind_direction | 275.0 |
| wind_speed | 7.7 |
--------------------------------------------------
-------------------------------------------------*******************************************************------| 93%
| action_network/ | |
| Cooling_Setpoint_RL | -0.28744328 |
| Heating_Setpoint_RL | 0.6304901 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.654879 |
| Heating_Setpoint_RL | 21.171507 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.56621873 |
| air_humidity | -0.5642223 |
| air_temperature | -0.19063124 |
| clg_setpoint | -0.55651355 |
| co2_emission | 0.0 |
| day_of_month | -1.0942081 |
| diffuse_solar_radiation | -0.75161564 |
| direct_solar_radiation | -0.6178139 |
| hour | 1.0838146 |
| htg_setpoint | -0.51157194 |
| month | 1.6561214 |
| outdoor_humidity | -0.75457376 |
| outdoor_temperature | -1.1562377 |
| people_occupant | -0.45128253 |
| total_electricity_HVAC | -0.5745271 |
| wind_direction | 0.69467235 |
| wind_speed | 1.7097886 |
| observation/ | |
| HVAC_electricity_demand_rate | 444.58023 |
| air_humidity | 29.955667 |
| air_temperature | 22.474062 |
| clg_setpoint | 24.719398 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 15.686333 |
| month | 12.0 |
| outdoor_humidity | 53.0 |
| outdoor_temperature | 1.5491842 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 407574.84 |
| wind_direction | 255.0 |
| wind_speed | 9.0 |
-------------------------------------------------
-------------------------------------------------*******************************************************------| 93%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.64960486 |
| air_humidity | -1.2558836 |
| air_temperature | -1.8768097 |
| clg_setpoint | 0.10418231 |
| co2_emission | 0.0 |
| day_of_month | -0.9797917 |
| diffuse_solar_radiation | -0.75144476 |
| direct_solar_radiation | -0.61767036 |
| hour | 1.228237 |
| htg_setpoint | -1.400344 |
| month | 1.6531119 |
| outdoor_humidity | -0.75415164 |
| outdoor_temperature | -1.0563647 |
| people_occupant | -0.6890982 |
| total_electricity_HVAC | -0.6555166 |
| wind_direction | 0.9798374 |
| wind_speed | 1.2910236 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 20.931942 |
| air_temperature | 20.07887 |
| clg_setpoint | 26.438602 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 12.0 |
| month | 12.0 |
| outdoor_humidity | 53.0 |
| outdoor_temperature | 2.506445 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 285.0 |
| wind_speed | 8.0 |
-------------------------------------------------
-------------------------------------------------*******************************************************------| 93%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.3481054 |
| air_humidity | -1.4970391 |
| air_temperature | -0.7842275 |
| clg_setpoint | -0.6174649 |
| co2_emission | 0.0 |
| day_of_month | -0.8655864 |
| diffuse_solar_radiation | -0.7512142 |
| direct_solar_radiation | -0.61771685 |
| hour | 1.3726424 |
| htg_setpoint | 1.3125906 |
| month | 1.6501188 |
| outdoor_humidity | -0.3912536 |
| outdoor_temperature | -1.1428912 |
| people_occupant | -0.6886044 |
| total_electricity_HVAC | 3.1390388 |
| wind_direction | 1.4075279 |
| wind_speed | -0.5417215 |
| observation/ | |
| HVAC_electricity_demand_rate | 17235.1 |
| air_humidity | 17.762806 |
| air_temperature | 21.627697 |
| clg_setpoint | 24.564005 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 60.5 |
| outdoor_temperature | 1.659669 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 15509734.0 |
| wind_direction | 330.0 |
| wind_speed | 3.6 |
-------------------------------------------------
-------------------------------------------------*******************************************************------| 93%
| action_network/ | |
| Cooling_Setpoint_RL | -0.5425527 |
| Heating_Setpoint_RL | 0.5985193 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.793884 |
| Heating_Setpoint_RL | 20.991673 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.8555939 |
| air_humidity | -0.28456497 |
| air_temperature | -0.08117698 |
| clg_setpoint | -0.17216006 |
| co2_emission | 0.0 |
| day_of_month | -0.7515442 |
| diffuse_solar_radiation | -0.7510174 |
| direct_solar_radiation | -0.6176128 |
| hour | 1.5170268 |
| htg_setpoint | 1.161598 |
| month | 1.6471419 |
| outdoor_humidity | -0.12563695 |
| outdoor_temperature | -0.9813914 |
| people_occupant | -0.68877363 |
| total_electricity_HVAC | 0.72747153 |
| wind_direction | -1.7358961 |
| wind_speed | -2.0387812 |
| observation/ | |
| HVAC_electricity_demand_rate | 6546.7153 |
| air_humidity | 33.556053 |
| air_temperature | 22.625774 |
| clg_setpoint | 25.719864 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 22.625504 |
| month | 12.0 |
| outdoor_humidity | 66.0 |
| outdoor_temperature | 3.2152648 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 5705225.0 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
-------------------------------------------------********************************************************-----| 94%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.2819908 |
| air_humidity | 0.19241868 |
| air_temperature | 0.2007151 |
| clg_setpoint | 1.4748964 |
| co2_emission | 0.0 |
| day_of_month | -0.6376233 |
| diffuse_solar_radiation | -0.75077987 |
| direct_solar_radiation | -0.617206 |
| hour | 1.6613854 |
| htg_setpoint | 1.3112732 |
| month | 1.6441811 |
| outdoor_humidity | 1.2271314 |
| outdoor_temperature | -0.8917872 |
| people_occupant | -0.6889425 |
| total_electricity_HVAC | 2.0871294 |
| wind_direction | -1.44809 |
| wind_speed | 0.5425492 |
| observation/ | |
| HVAC_electricity_demand_rate | 12670.814 |
| air_humidity | 39.77216 |
| air_temperature | 23.025906 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 94.0 |
| outdoor_temperature | 4.0787234 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 11239652.0 |
| wind_direction | 30.0 |
| wind_speed | 6.2 |
-------------------------------------------------
-------------------------------------------------********************************************************-----| 94%
| action_network/ | |
| Cooling_Setpoint_RL | 0.6111883 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.68776 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.3652637 |
| air_humidity | 0.14424165 |
| air_temperature | -0.5515776 |
| clg_setpoint | -0.50253594 |
| co2_emission | 0.0 |
| day_of_month | -0.41024348 |
| diffuse_solar_radiation | -0.7505043 |
| direct_solar_radiation | -0.6167931 |
| hour | -1.6612643 |
| htg_setpoint | 1.3105673 |
| month | 1.6412362 |
| outdoor_humidity | 0.64664716 |
| outdoor_temperature | -1.1760727 |
| people_occupant | -0.6891111 |
| total_electricity_HVAC | 3.155511 |
| wind_direction | -1.5411768 |
| wind_speed | -0.851524 |
| observation/ | |
| HVAC_electricity_demand_rate | 17327.738 |
| air_humidity | 39.14342 |
| air_temperature | 21.958658 |
| clg_setpoint | 24.859728 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 82.0 |
| outdoor_temperature | 1.3051131 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 15593737.0 |
| wind_direction | 20.0 |
| wind_speed | 2.85 |
-------------------------------------------------
-------------------------------------------------*********************************************************----| 95%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.401481 |
| air_humidity | 0.15125702 |
| air_temperature | -0.5613741 |
| clg_setpoint | 0.3821639 |
| co2_emission | 0.0 |
| day_of_month | -0.29642504 |
| diffuse_solar_radiation | -0.7502216 |
| direct_solar_radiation | -0.61639386 |
| hour | -1.5166973 |
| htg_setpoint | 1.3100221 |
| month | 1.638307 |
| outdoor_humidity | 0.041687116 |
| outdoor_temperature | -1.1875104 |
| people_occupant | -0.6892794 |
| total_electricity_HVAC | 2.582365 |
| wind_direction | 0.88515973 |
| wind_speed | 0.21047954 |
| observation/ | |
| HVAC_electricity_demand_rate | 13195.293 |
| air_humidity | 39.23451 |
| air_temperature | 21.9446 |
| clg_setpoint | 27.158329 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 69.5 |
| outdoor_temperature | 1.1811866 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 13265859.0 |
| wind_direction | 275.0 |
| wind_speed | 5.4 |
-------------------------------------------------
-------------------------------------------------*********************************************************----| 95%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.0504508 |
| air_humidity | -0.774734 |
| air_temperature | 0.26953873 |
| clg_setpoint | 0.39468572 |
| co2_emission | 0.0 |
| day_of_month | -0.18263644 |
| diffuse_solar_radiation | -0.7499588 |
| direct_solar_radiation | -0.6163241 |
| hour | -1.3721563 |
| htg_setpoint | 1.3099802 |
| month | 1.6353934 |
| outdoor_humidity | -0.9972929 |
| outdoor_temperature | -0.99179745 |
| people_occupant | -0.6894473 |
| total_electricity_HVAC | 2.9304895 |
| wind_direction | 0.93198854 |
| wind_speed | 0.43911102 |
| observation/ | |
| HVAC_electricity_demand_rate | 15990.07 |
| air_humidity | 27.174324 |
| air_temperature | 23.122509 |
| clg_setpoint | 27.190136 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 48.0 |
| outdoor_temperature | 3.0722077 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 14689748.0 |
| wind_direction | 280.0 |
| wind_speed | 5.95 |
-------------------------------------------------
-------------------------------------------------*********************************************************----| 95%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.5256727 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 14.668091 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.50405854 |
| air_humidity | -1.6425866 |
| air_temperature | -1.4843488 |
| clg_setpoint | 0.9286676 |
| co2_emission | 0.0 |
| day_of_month | -0.06886324 |
| diffuse_solar_radiation | -0.7497247 |
| direct_solar_radiation | -0.6163875 |
| hour | -1.2276366 |
| htg_setpoint | -0.9600437 |
| month | 1.6324954 |
| outdoor_humidity | -0.9712677 |
| outdoor_temperature | -1.3711157 |
| people_occupant | -0.68895596 |
| total_electricity_HVAC | -0.5178784 |
| wind_direction | 1.359035 |
| wind_speed | 0.645938 |
| observation/ | |
| HVAC_electricity_demand_rate | 714.7405 |
| air_humidity | 15.858307 |
| air_temperature | 20.633453 |
| clg_setpoint | 28.579197 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 13.832399 |
| month | 12.0 |
| outdoor_humidity | 48.5 |
| outdoor_temperature | -0.6234682 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 640866.06 |
| wind_direction | 325.0 |
| wind_speed | 6.45 |
-------------------------------------------------
-------------------------------------------------*********************************************************----| 95%
| action_network/ | |
| Cooling_Setpoint_RL | -0.82585245 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.837748 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.6214807 |
| air_humidity | -1.6061491 |
| air_temperature | 0.02522851 |
| clg_setpoint | -0.19025669 |
| co2_emission | 0.0 |
| day_of_month | 0.04490279 |
| diffuse_solar_radiation | -0.74940044 |
| direct_solar_radiation | -0.61643183 |
| hour | -1.0831338 |
| htg_setpoint | 1.310217 |
| month | 1.6296127 |
| outdoor_humidity | 0.6242336 |
| outdoor_temperature | -1.1968398 |
| people_occupant | -0.6884657 |
| total_electricity_HVAC | 2.4801958 |
| wind_direction | 0.5974128 |
| wind_speed | -0.6450555 |
| observation/ | |
| HVAC_electricity_demand_rate | 14160.607 |
| air_humidity | 16.295618 |
| air_temperature | 22.773142 |
| clg_setpoint | 25.67128 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 81.5 |
| outdoor_temperature | 1.0600064 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 12867135.0 |
| wind_direction | 245.0 |
| wind_speed | 3.35 |
-------------------------------------------------
-------------------------------------------------**********************************************************---| 96%
| action_network/ | |
| Cooling_Setpoint_RL | -0.4469728 |
| Heating_Setpoint_RL | -0.2513544 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.116467 |
| Heating_Setpoint_RL | 16.211132 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.60530186 |
| air_humidity | -0.7355631 |
| air_temperature | -1.1447293 |
| clg_setpoint | -0.39605814 |
| co2_emission | 0.0 |
| day_of_month | 0.15866375 |
| diffuse_solar_radiation | -0.7491912 |
| direct_solar_radiation | -0.6164555 |
| hour | -0.93864423 |
| htg_setpoint | 0.54151756 |
| month | 1.6267452 |
| outdoor_humidity | 0.33469027 |
| outdoor_temperature | -1.1696576 |
| people_occupant | -0.68863386 |
| total_electricity_HVAC | -0.61303735 |
| wind_direction | 0.50206316 |
| wind_speed | -1.0613426 |
| observation/ | |
| HVAC_electricity_demand_rate | 279.02094 |
| air_humidity | 27.62698 |
| air_temperature | 21.113646 |
| clg_setpoint | 25.134993 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 20.061438 |
| month | 12.0 |
| outdoor_humidity | 75.5 |
| outdoor_temperature | 1.317573 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 252601.44 |
| wind_direction | 235.0 |
| wind_speed | 2.35 |
-------------------------------------------------
-------------------------------------------------**********************************************************---| 96%
| action_network/ | |
| Cooling_Setpoint_RL | 0.1646809 |
| Heating_Setpoint_RL | -0.59341013 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.180798 |
| Heating_Setpoint_RL | 14.287067 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.8387513 |
| air_humidity | -1.0398664 |
| air_temperature | -0.20321526 |
| clg_setpoint | 1.4765016 |
| co2_emission | 0.0 |
| day_of_month | 0.27241558 |
| diffuse_solar_radiation | -0.748828 |
| direct_solar_radiation | -0.61650294 |
| hour | -0.7941646 |
| htg_setpoint | 1.3101276 |
| month | 1.6238928 |
| outdoor_humidity | 0.021120938 |
| outdoor_temperature | -1.2432541 |
| people_occupant | -0.68880177 |
| total_electricity_HVAC | 2.8485286 |
| wind_direction | 1.4997793 |
| wind_speed | -0.64453703 |
| observation/ | |
| HVAC_electricity_demand_rate | 15105.917 |
| air_humidity | 23.648865 |
| air_temperature | 22.448652 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 69.0 |
| outdoor_temperature | 0.59553415 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 14378898.0 |
| wind_direction | 340.0 |
| wind_speed | 3.35 |
-------------------------------------------------
-------------------------------------------------**********************************************************---| 96%
| action_network/ | |
| Cooling_Setpoint_RL | -0.33994293 |
| Heating_Setpoint_RL | 0.7777848 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.477692 |
| Heating_Setpoint_RL | 22.00004 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.45910844 |
| air_humidity | -0.622502 |
| air_temperature | -1.2971404 |
| clg_setpoint | -1.0926435 |
| co2_emission | 0.0 |
| day_of_month | 0.38614812 |
| diffuse_solar_radiation | -0.6169824 |
| direct_solar_radiation | -0.30017897 |
| hour | -0.64969206 |
| htg_setpoint | -0.8234029 |
| month | 1.6210554 |
| outdoor_humidity | 0.09385083 |
| outdoor_temperature | -1.0331045 |
| people_occupant | -0.6889693 |
| total_electricity_HVAC | -0.47622377 |
| wind_direction | 0.54790294 |
| wind_speed | -0.12355572 |
| observation/ | |
| HVAC_electricity_demand_rate | 908.4081 |
| air_humidity | 29.080475 |
| air_temperature | 20.897411 |
| clg_setpoint | 23.32188 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 13.0 |
| direct_solar_radiation | 79.0 |
| hour | 7.0 |
| htg_setpoint | 14.39817 |
| month | 12.0 |
| outdoor_humidity | 70.5 |
| outdoor_temperature | 2.6282294 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 810862.7 |
| wind_direction | 240.0 |
| wind_speed | 4.6 |
-------------------------------------------------
-------------------------------------------------**********************************************************---| 96%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.6081816 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 21.04602 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.11681982 |
| air_humidity | -0.50773597 |
| air_temperature | 0.45538947 |
| clg_setpoint | 0.4684655 |
| co2_emission | 0.0 |
| day_of_month | 0.49984512 |
| diffuse_solar_radiation | -0.4345675 |
| direct_solar_radiation | 1.6989293 |
| hour | -0.5052243 |
| htg_setpoint | 1.3100724 |
| month | 1.6182327 |
| outdoor_humidity | 0.5053457 |
| outdoor_temperature | -0.7001619 |
| people_occupant | 1.6942698 |
| total_electricity_HVAC | 0.18403836 |
| wind_direction | 0.45220864 |
| wind_speed | -1.2911453 |
| observation/ | |
| HVAC_electricity_demand_rate | 3388.7473 |
| air_humidity | 30.569742 |
| air_temperature | 23.381655 |
| clg_setpoint | 27.377975 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 31.0 |
| direct_solar_radiation | 578.0 |
| hour | 8.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 79.0 |
| outdoor_temperature | 5.860976 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 3506340.2 |
| wind_direction | 230.0 |
| wind_speed | 1.8 |
-------------------------------------------------
-------------------------------------------------***********************************************************--| 97%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.37363774 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.523288 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4587842 |
| air_humidity | -0.47564578 |
| air_temperature | -1.9480445 |
| clg_setpoint | -1.1193897 |
| co2_emission | 0.0 |
| day_of_month | 0.6134843 |
| diffuse_solar_radiation | 0.18337774 |
| direct_solar_radiation | 1.5750659 |
| hour | -0.36075944 |
| htg_setpoint | -0.11629913 |
| month | 1.6154248 |
| outdoor_humidity | -0.92121226 |
| outdoor_temperature | -1.4013504 |
| people_occupant | -0.6893035 |
| total_electricity_HVAC | -0.453234 |
| wind_direction | 1.6407803 |
| wind_speed | 0.33513343 |
| observation/ | |
| HVAC_electricity_demand_rate | 909.0725 |
| air_humidity | 30.985472 |
| air_temperature | 19.975061 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 92.0 |
| direct_solar_radiation | 547.0 |
| hour | 9.0 |
| htg_setpoint | 17.33246 |
| month | 12.0 |
| outdoor_humidity | 49.5 |
| outdoor_temperature | -0.95794284 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 903991.1 |
| wind_direction | 355.0 |
| wind_speed | 5.7 |
-------------------------------------------------
-------------------------------------------------***********************************************************--| 97%
| action_network/ | |
| Cooling_Setpoint_RL | -0.39344656 |
| Heating_Setpoint_RL | 0.9623735 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.297117 |
| Heating_Setpoint_RL | 23.038351 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.4653043 |
| air_humidity | -1.5907012 |
| air_temperature | 0.36352566 |
| clg_setpoint | -1.1193223 |
| co2_emission | 0.0 |
| day_of_month | 0.7270374 |
| diffuse_solar_radiation | 0.60927427 |
| direct_solar_radiation | 1.3424078 |
| hour | -0.21629609 |
| htg_setpoint | 1.3097366 |
| month | 1.6126313 |
| outdoor_humidity | -1.064713 |
| outdoor_temperature | -1.4616356 |
| people_occupant | -0.68881565 |
| total_electricity_HVAC | 1.7269491 |
| wind_direction | -1.3544211 |
| wind_speed | -0.10231485 |
| observation/ | |
| HVAC_electricity_demand_rate | 9206.973 |
| air_humidity | 16.447973 |
| air_temperature | 23.250015 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 134.0 |
| direct_solar_radiation | 489.0 |
| hour | 10.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 46.5 |
| outdoor_temperature | -1.562289 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 9816163.0 |
| wind_direction | 40.0 |
| wind_speed | 4.65 |
-------------------------------------------------
-------------------------------------------------***********************************************************--| 97%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.5061534 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 20.472113 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.23256692 |
| air_humidity | -0.24019624 |
| air_temperature | 0.36394966 |
| clg_setpoint | -1.119359 |
| co2_emission | 0.0 |
| day_of_month | 0.84047014 |
| diffuse_solar_radiation | 0.4679203 |
| direct_solar_radiation | -0.6163348 |
| hour | -0.07183332 |
| htg_setpoint | 1.3094685 |
| month | 1.6098524 |
| outdoor_humidity | 0.74863863 |
| outdoor_temperature | -0.8597908 |
| people_occupant | 1.2187705 |
| total_electricity_HVAC | -0.25945592 |
| wind_direction | 1.5458494 |
| wind_speed | 0.96083045 |
| observation/ | |
| HVAC_electricity_demand_rate | 1887.049 |
| air_humidity | 34.017326 |
| air_temperature | 23.249544 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 120.0 |
| direct_solar_radiation | 0.0 |
| hour | 11.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 84.0 |
| outdoor_temperature | 4.278077 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 1698344.0 |
| wind_direction | 345.0 |
| wind_speed | 7.2 |
-------------------------------------------------
-------------------------------------------------************************************************************-| 98%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.36161745 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.590902 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.22792976 |
| air_humidity | -0.63349414 |
| air_temperature | 0.36425903 |
| clg_setpoint | -1.1187123 |
| co2_emission | 0.0 |
| day_of_month | 0.95374256 |
| diffuse_solar_radiation | 2.3229334 |
| direct_solar_radiation | -0.43560576 |
| hour | 0.07262934 |
| htg_setpoint | 1.3091316 |
| month | 1.6070879 |
| outdoor_humidity | -0.58190334 |
| outdoor_temperature | -0.86706644 |
| people_occupant | 0.2648105 |
| total_electricity_HVAC | -0.25504488 |
| wind_direction | 1.5445099 |
| wind_speed | -1.5000268 |
| observation/ | |
| HVAC_electricity_demand_rate | 1907.7758 |
| air_humidity | 28.89696 |
| air_temperature | 23.249708 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 303.0 |
| direct_solar_radiation | 45.0 |
| hour | 12.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 56.5 |
| outdoor_temperature | 4.199346 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 1716998.1 |
| wind_direction | 345.0 |
| wind_speed | 1.3 |
-------------------------------------------------
--------------------------------------------------***********************************************************-| 98%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.4099177 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.319213 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5640312 |
| air_humidity | 0.7422171 |
| air_temperature | 0.36464658 |
| clg_setpoint | -1.1183277 |
| co2_emission | 0.0 |
| day_of_month | 1.0668089 |
| diffuse_solar_radiation | 0.39791217 |
| direct_solar_radiation | 0.6233606 |
| hour | 0.21709189 |
| htg_setpoint | -0.107405104 |
| month | 1.6043375 |
| outdoor_humidity | 1.0140094 |
| outdoor_temperature | -0.23819649 |
| people_occupant | 1.217984 |
| total_electricity_HVAC | -0.57416844 |
| wind_direction | 0.83246845 |
| wind_speed | 0.5444383 |
| observation/ | |
| HVAC_electricity_demand_rate | 457.50256 |
| air_humidity | 46.80729 |
| air_temperature | 23.25005 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 113.0 |
| direct_solar_radiation | 309.0 |
| hour | 13.0 |
| htg_setpoint | 17.373714 |
| month | 12.0 |
| outdoor_humidity | 89.5 |
| outdoor_temperature | 10.305402 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 411752.3 |
| wind_direction | 270.0 |
| wind_speed | 6.2 |
| train/ | |
| approx_kl | 0.0073540984 |
| clip_fraction | 0.0712 |
| clip_range | 0.2 |
| entropy_loss | -2.56 |
| explained_variance | 0.867 |
| learning_rate | 0.0003 |
| loss | 0.0992 |
| n_updates | 510 |
| policy_gradient_loss | -0.00961 |
| std | 0.87 |
| value_loss | 0.363 |
--------------------------------------------------
-------------------------------------------------************************************************************-| 98%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.23032099 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.920555 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.46495277 |
| air_humidity | -0.7589182 |
| air_temperature | 0.3641492 |
| clg_setpoint | -1.117862 |
| co2_emission | 0.0 |
| day_of_month | 1.1796179 |
| diffuse_solar_radiation | 0.3476287 |
| direct_solar_radiation | -0.2627602 |
| hour | 0.36155385 |
| htg_setpoint | -1.4025458 |
| month | 1.601601 |
| outdoor_humidity | -0.97015476 |
| outdoor_temperature | -0.30978534 |
| people_occupant | 1.6942149 |
| total_electricity_HVAC | -0.480076 |
| wind_direction | 1.0221138 |
| wind_speed | 1.0868609 |
| observation/ | |
| HVAC_electricity_demand_rate | 884.96387 |
| air_humidity | 27.269972 |
| air_temperature | 23.24919 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 108.0 |
| direct_solar_radiation | 88.0 |
| hour | 14.0 |
| htg_setpoint | 12.0 |
| month | 12.0 |
| outdoor_humidity | 48.5 |
| outdoor_temperature | 9.60605 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 796467.5 |
| wind_direction | 290.0 |
| wind_speed | 7.5 |
-------------------------------------------------
-------------------------------------------------************************************************************-| 98%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.2730199 |
| air_humidity | -0.08980548 |
| air_temperature | 0.36695054 |
| clg_setpoint | -1.1174295 |
| co2_emission | 0.0 |
| day_of_month | 1.2921127 |
| diffuse_solar_radiation | -0.46316633 |
| direct_solar_radiation | -0.6153422 |
| hour | 0.50601435 |
| htg_setpoint | 0.7080455 |
| month | 1.5988786 |
| outdoor_humidity | 1.3286967 |
| outdoor_temperature | -1.0842751 |
| people_occupant | 1.6936764 |
| total_electricity_HVAC | -0.29784465 |
| wind_direction | -1.6864762 |
| wind_speed | 0.2107181 |
| observation/ | |
| HVAC_electricity_demand_rate | 1713.6547 |
| air_humidity | 35.971336 |
| air_temperature | 23.252798 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 28.0 |
| direct_solar_radiation | 0.0 |
| hour | 15.0 |
| htg_setpoint | 20.758495 |
| month | 12.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 2.076633 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1542289.1 |
| wind_direction | 5.0 |
| wind_speed | 5.4 |
-------------------------------------------------
-------------------------------------------------*************************************************************| 99%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.26849842 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.114697 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.64991754 |
| air_humidity | -0.74694717 |
| air_temperature | -0.9595572 |
| clg_setpoint | 0.270156 |
| co2_emission | 0.0 |
| day_of_month | 1.4042314 |
| diffuse_solar_radiation | -0.74691486 |
| direct_solar_radiation | -0.61542404 |
| hour | 0.6504719 |
| htg_setpoint | -1.2202575 |
| month | 1.5961701 |
| outdoor_humidity | -1.3576258 |
| outdoor_temperature | -0.86952204 |
| people_occupant | -0.68916166 |
| total_electricity_HVAC | -0.6556912 |
| wind_direction | 1.2578727 |
| wind_speed | -0.6455957 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 27.426723 |
| air_temperature | 21.374035 |
| clg_setpoint | 26.8556 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 16.0 |
| htg_setpoint | 12.757322 |
| month | 12.0 |
| outdoor_humidity | 40.5 |
| outdoor_temperature | 4.1507792 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 315.0 |
| wind_speed | 3.35 |
-------------------------------------------------
-------------------------------------------------*************************************************************| 99%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.65018326 |
| air_humidity | -1.0323339 |
| air_temperature | -0.6577469 |
| clg_setpoint | 1.156692 |
| co2_emission | 0.0 |
| day_of_month | 1.5159073 |
| diffuse_solar_radiation | -0.7467101 |
| direct_solar_radiation | -0.6150285 |
| hour | 0.7949248 |
| htg_setpoint | -1.4030546 |
| month | 1.5934752 |
| outdoor_humidity | 1.3774503 |
| outdoor_temperature | -0.626141 |
| people_occupant | -0.68867725 |
| total_electricity_HVAC | -0.65593576 |
| wind_direction | -1.2097552 |
| wind_speed | 2.151654 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 23.701214 |
| air_temperature | 21.800901 |
| clg_setpoint | 29.157896 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 12.0 |
| month | 12.0 |
| outdoor_humidity | 97.0 |
| outdoor_temperature | 6.504822 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 55.0 |
| wind_speed | 10.05 |
-------------------------------------------------
-------------------------------------------------*************************************************************| 99%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.13916558 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.842194 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4768704 |
| air_humidity | -0.10002905 |
| air_temperature | 0.2906168 |
| clg_setpoint | -1.1171674 |
| co2_emission | 0.0 |
| day_of_month | 1.6270688 |
| diffuse_solar_radiation | -0.7464435 |
| direct_solar_radiation | -0.61463463 |
| hour | 0.9393707 |
| htg_setpoint | -1.4030102 |
| month | 1.5907941 |
| outdoor_humidity | 0.117694445 |
| outdoor_temperature | -1.3215024 |
| people_occupant | 0.50311786 |
| total_electricity_HVAC | -0.49038112 |
| wind_direction | 0.5937689 |
| wind_speed | 2.348965 |
| observation/ | |
| HVAC_electricity_demand_rate | 836.3409 |
| air_humidity | 35.818726 |
| air_temperature | 23.14257 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 12.0 |
| month | 12.0 |
| outdoor_humidity | 71.0 |
| outdoor_temperature | -0.2597464 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 756788.3 |
| wind_direction | 245.0 |
| wind_speed | 10.55 |
-------------------------------------------------
--------------------------------------------------************************************************************| 99%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.69061744 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.740277 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.013943224 |
| air_humidity | -0.79849 |
| air_temperature | -0.48401713 |
| clg_setpoint | -0.8267658 |
| co2_emission | 0.0 |
| day_of_month | 1.7376399 |
| diffuse_solar_radiation | -0.746235 |
| direct_solar_radiation | -0.6146494 |
| hour | 1.0838069 |
| htg_setpoint | 0.5700197 |
| month | 1.5881263 |
| outdoor_humidity | -1.4301182 |
| outdoor_temperature | -1.8706061 |
| people_occupant | -0.45062682 |
| total_electricity_HVAC | -0.22266904 |
| wind_direction | 1.2577047 |
| wind_speed | 1.2636379 |
| observation/ | |
| HVAC_electricity_demand_rate | 2839.259 |
| air_humidity | 26.73466 |
| air_temperature | 22.044872 |
| clg_setpoint | 24.004047 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 20.186821 |
| month | 12.0 |
| outdoor_humidity | 39.0 |
| outdoor_temperature | -5.616797 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 1854920.2 |
| wind_direction | 315.0 |
| wind_speed | 7.95 |
--------------------------------------------------
[WRAPPER LoggerWrapper] (INFO) : End of episode detected, recording summary (progress.csv) if logger is active
#----------------------------------------------------------------------------------------------#
[ENVIRONMENT] (INFO) : Starting a new episode... [SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05] [Episode 4]
#----------------------------------------------------------------------------------------------#
[MODELING] (INFO) : Episode directory created [/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05-res35041/Eplus-env-sub_run4]
[MODELING] (INFO) : Weather file USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3.epw used.
[MODELING] (INFO) : Adapting weather to building model. [USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3.epw]
[ENVIRONMENT] (INFO) : Saving episode output path... [/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05-res35041/Eplus-env-sub_run4/output]
[SIMULATOR] (INFO) : Running EnergyPlus with args: ['-w', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05-res35041/Eplus-env-sub_run4/USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3_Random_1.0_0.0_0.001.epw', '-d', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05-res35041/Eplus-env-sub_run4/output', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05-res35041/Eplus-env-sub_run4/5ZoneAutoDXVAV.epJSON']
[ENVIRONMENT] (INFO) : Episode 4 started.
/usr/local/lib/python3.10/dist-packages/opyplus/weather_data/weather_data.py:493: FutureWarning: the 'line_terminator'' keyword is deprecated, use 'lineterminator' instead.
epw_content = self._headers_to_epw(use_datetimes=use_datetimes) + df.to_csv(
[SIMULATOR] (INFO) : handlers are ready.
[SIMULATOR] (INFO) : System is ready.
[WRAPPER NormalizeObservation] (INFO) : Saving normalization calibration data... [SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05]
[WRAPPER LoggerWrapper] (INFO) : Creating monitor.csv for current episode (episode 4) if logger is active
-----------------------------------------------------
| action_network/ | |
| Cooling_Setpoint_RL | 0.9940889 |
| Heating_Setpoint_RL | -0.5075133 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.98005 |
| Heating_Setpoint_RL | 14.770238 |
| episode/ | |
| comfort_violation_time(%) | 19.7 |
| cumulative_abs_comfort_penalty | -9.99e+03 |
| cumulative_abs_energy_penalty | -2.12e+08 |
| cumulative_power_demand | 2.12e+08 |
| cumulative_reward | -15583.865 |
| cumulative_reward_comfort_term | -5e+03 |
| cumulative_reward_energy_term | -1.06e+04 |
| cumulative_temperature_violation | 9.99e+03 |
| episode_length | 70078 |
| episode_num | 2 |
| mean_abs_comfort_penalty | -0.143 |
| mean_abs_energy_penalty | -3.02e+03 |
| mean_power_demand | 3.02e+03 |
| mean_reward | -0.22237885 |
| mean_reward_comfort_term | -0.0713 |
| mean_reward_energy_term | -0.151 |
| mean_temperature_violation | 0.143 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.024130076 |
| air_humidity | -0.55690765 |
| air_temperature | -4.1714134 |
| clg_setpoint | 5.328 |
| co2_emission | 0.0 |
| day_of_month | -1.6734735 |
| diffuse_solar_radiation | -0.74612445 |
| direct_solar_radiation | -0.6145688 |
| hour | -1.661297 |
| htg_setpoint | -1.2097586 |
| month | -1.6027216 |
| outdoor_humidity | -1.2239804 |
| outdoor_temperature | -2.208176 |
| people_occupant | -0.68891215 |
| total_electricity_HVAC | -0.01564179 |
| wind_direction | 1.1624464 |
| wind_speed | 1.4496716 |
| observation/ | |
| HVAC_electricity_demand_rate | 3004.5642 |
| air_humidity | 29.873222 |
| air_temperature | 16.821074 |
| clg_setpoint | 40.0 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 12.8 |
| month | 1.0 |
| outdoor_humidity | 43.25 |
| outdoor_temperature | -8.907759 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2704108.0 |
| wind_direction | 305.0 |
| wind_speed | 8.4 |
-----------------------------------------------------
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.name to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.name` for environment variables or `env.get_wrapper_attr('name')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.observation_variables to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.observation_variables` for environment variables or `env.get_wrapper_attr('observation_variables')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.unwrapped_observation to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.unwrapped_observation` for environment variables or `env.get_wrapper_attr('unwrapped_observation')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.action_variables to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.action_variables` for environment variables or `env.get_wrapper_attr('action_variables')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.is_discrete to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.is_discrete` for environment variables or `env.get_wrapper_attr('is_discrete')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/spaces/box.py:240: UserWarning: WARN: Casting input x to numpy array.
gym.logger.warn("Casting input x to numpy array.")
-------------------------------------------------
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.21371971 |
| air_humidity | -0.7919203 |
| air_temperature | -1.5395818 |
| clg_setpoint | 1.2232087 |
| co2_emission | 0.0 |
| day_of_month | -1.6710285 |
| diffuse_solar_radiation | -0.74607044 |
| direct_solar_radiation | -0.6145723 |
| hour | 1.228204 |
| htg_setpoint | -1.4021665 |
| month | -1.6005225 |
| outdoor_humidity | -1.9605635 |
| outdoor_temperature | -2.0509593 |
| people_occupant | -0.45081845 |
| total_electricity_HVAC | -0.24124607 |
| wind_direction | 1.3040991 |
| wind_speed | 2.5465572 |
| observation/ | |
| HVAC_electricity_demand_rate | 1977.7684 |
| air_humidity | 26.80571 |
| air_temperature | 20.547304 |
| clg_setpoint | 29.33277 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 12.0 |
| month | 1.0 |
| outdoor_humidity | 28.0 |
| outdoor_temperature | -7.4064293 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 1780921.2 |
| wind_direction | 320.0 |
| wind_speed | 11.05 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 1%
| action_network/ | |
| Cooling_Setpoint_RL | 0.9554188 |
| Heating_Setpoint_RL | -0.16073498 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.849539 |
| Heating_Setpoint_RL | 16.720865 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.41380015 |
| air_humidity | -0.49183047 |
| air_temperature | -1.7779722 |
| clg_setpoint | -1.1161524 |
| co2_emission | 0.0 |
| day_of_month | -1.554842 |
| diffuse_solar_radiation | -0.74594045 |
| direct_solar_radiation | -0.61445826 |
| hour | 1.3726096 |
| htg_setpoint | -1.4021564 |
| month | -1.59782 |
| outdoor_humidity | -1.9093764 |
| outdoor_temperature | -1.591315 |
| people_occupant | -0.6893343 |
| total_electricity_HVAC | -0.43031588 |
| wind_direction | -1.1647258 |
| wind_speed | 0.10010816 |
| observation/ | |
| HVAC_electricity_demand_rate | 1113.9856 |
| air_humidity | 30.691376 |
| air_temperature | 20.206614 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 12.0 |
| month | 1.0 |
| outdoor_humidity | 29.0 |
| outdoor_temperature | -2.9789376 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1007368.06 |
| wind_direction | 60.0 |
| wind_speed | 5.15 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 1%
| action_network/ | |
| Cooling_Setpoint_RL | 0.6980882 |
| Heating_Setpoint_RL | 0.2132428 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.981049 |
| Heating_Setpoint_RL | 18.82449 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.253984 |
| air_humidity | 0.8076829 |
| air_temperature | -0.5921786 |
| clg_setpoint | 1.4795628 |
| co2_emission | 0.0 |
| day_of_month | -1.4391819 |
| diffuse_solar_radiation | -0.7456196 |
| direct_solar_radiation | -0.6140567 |
| hour | 1.5169946 |
| htg_setpoint | 0.9799375 |
| month | -1.5951313 |
| outdoor_humidity | 0.8697142 |
| outdoor_temperature | -1.229283 |
| people_occupant | -0.68949896 |
| total_electricity_HVAC | 1.0695243 |
| wind_direction | 0.59182256 |
| wind_speed | 1.1757803 |
| observation/ | |
| HVAC_electricity_demand_rate | 8347.026 |
| air_humidity | 47.58637 |
| air_temperature | 21.887321 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 21.88727 |
| month | 1.0 |
| outdoor_humidity | 86.5 |
| outdoor_temperature | 0.5434403 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 7170629.5 |
| wind_direction | 245.0 |
| wind_speed | 7.75 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 1%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.28649417 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 19.23653 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.6591973 |
| air_humidity | -0.6252777 |
| air_temperature | -2.4099069 |
| clg_setpoint | 0.36888996 |
| co2_emission | 0.0 |
| day_of_month | -1.3239679 |
| diffuse_solar_radiation | -0.74545085 |
| direct_solar_radiation | -0.6140872 |
| hour | 1.6613544 |
| htg_setpoint | 1.308468 |
| month | -1.592456 |
| outdoor_humidity | -1.2801247 |
| outdoor_temperature | -1.7797892 |
| people_occupant | -0.6896634 |
| total_electricity_HVAC | 3.4391594 |
| wind_direction | 0.9233736 |
| wind_speed | 1.5870982 |
| observation/ | |
| HVAC_electricity_demand_rate | 18788.463 |
| air_humidity | 28.957485 |
| air_temperature | 19.307314 |
| clg_setpoint | 27.112133 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 23.25 |
| month | 1.0 |
| outdoor_humidity | 42.0 |
| outdoor_temperature | -4.8501396 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 16916556.0 |
| wind_direction | 280.0 |
| wind_speed | 8.75 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 2%
| action_network/ | |
| Cooling_Setpoint_RL | 0.0027065873 |
| Heating_Setpoint_RL | -0.16805643 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.634134 |
| Heating_Setpoint_RL | 16.679684 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.1058283 |
| air_humidity | -1.45876 |
| air_temperature | -2.0134997 |
| clg_setpoint | -0.596546 |
| co2_emission | 0.0 |
| day_of_month | -1.0957339 |
| diffuse_solar_radiation | -0.745235 |
| direct_solar_radiation | -0.61415654 |
| hour | -1.6612675 |
| htg_setpoint | 0.49292377 |
| month | -1.5897942 |
| outdoor_humidity | -0.6988882 |
| outdoor_temperature | -1.8385204 |
| people_occupant | -0.68918157 |
| total_electricity_HVAC | 2.1747606 |
| wind_direction | 1.2544752 |
| wind_speed | -1.2893149 |
| observation/ | |
| HVAC_electricity_demand_rate | 12061.183 |
| air_humidity | 18.10607 |
| air_temperature | 19.864365 |
| clg_setpoint | 24.60217 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 19.864365 |
| month | 1.0 |
| outdoor_humidity | 54.0 |
| outdoor_temperature | -5.455696 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 11729620.0 |
| wind_direction | 315.0 |
| wind_speed | 1.8 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 2%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.40172622 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 15.36529 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.4268937 |
| air_humidity | -1.7723283 |
| air_temperature | -1.5969876 |
| clg_setpoint | 1.4786643 |
| co2_emission | 0.0 |
| day_of_month | -0.98121923 |
| diffuse_solar_radiation | -0.74505216 |
| direct_solar_radiation | -0.61396325 |
| hour | -1.5167041 |
| htg_setpoint | 1.3086883 |
| month | -1.5871456 |
| outdoor_humidity | -0.6257658 |
| outdoor_temperature | -1.2218246 |
| people_occupant | -0.6887008 |
| total_electricity_HVAC | 3.2223775 |
| wind_direction | 0.54236495 |
| wind_speed | 0.5315644 |
| observation/ | |
| HVAC_electricity_demand_rate | 17820.545 |
| air_humidity | 13.98997 |
| air_temperature | 20.450699 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 1.0 |
| outdoor_humidity | 55.5 |
| outdoor_temperature | 0.54091305 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 16057588.0 |
| wind_direction | 240.0 |
| wind_speed | 6.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 2%
| action_network/ | |
| Cooling_Setpoint_RL | -0.5857207 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.648193 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.8111203 |
| air_humidity | -1.1787287 |
| air_temperature | -0.5289845 |
| clg_setpoint | 0.4764034 |
| co2_emission | 0.0 |
| day_of_month | -0.86693823 |
| diffuse_solar_radiation | -0.74484825 |
| direct_solar_radiation | -0.61398274 |
| hour | -1.372166 |
| htg_setpoint | 1.3089687 |
| month | -1.5845102 |
| outdoor_humidity | -1.3243264 |
| outdoor_temperature | -1.7544006 |
| people_occupant | -0.6888654 |
| total_electricity_HVAC | 2.9927807 |
| wind_direction | 1.3960605 |
| wind_speed | 0.19971065 |
| observation/ | |
| HVAC_electricity_demand_rate | 15150.938 |
| air_humidity | 21.692095 |
| air_temperature | 21.967953 |
| clg_setpoint | 27.392962 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 23.25 |
| month | 1.0 |
| outdoor_humidity | 41.0 |
| outdoor_temperature | -4.6809907 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 15119223.0 |
| wind_direction | 330.0 |
| wind_speed | 5.4 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 2%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.3656 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 19.6815 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.2713563 |
| air_humidity | 0.16524717 |
| air_temperature | -0.18160208 |
| clg_setpoint | 0.5294451 |
| co2_emission | 0.0 |
| day_of_month | -0.75284064 |
| diffuse_solar_radiation | -0.7445812 |
| direct_solar_radiation | -0.61359966 |
| hour | -1.2276489 |
| htg_setpoint | 1.3086367 |
| month | -1.581888 |
| outdoor_humidity | 1.4274957 |
| outdoor_temperature | -0.9952945 |
| people_occupant | -0.6890298 |
| total_electricity_HVAC | 3.0698638 |
| wind_direction | 0.87435955 |
| wind_speed | -0.7521638 |
| observation/ | |
| HVAC_electricity_demand_rate | 17165.012 |
| air_humidity | 39.177177 |
| air_temperature | 22.46185 |
| clg_setpoint | 27.530235 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 23.25 |
| month | 1.0 |
| outdoor_humidity | 98.0 |
| outdoor_temperature | 2.721075 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 15446856.0 |
| wind_direction | 275.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 3%
| action_network/ | |
| Cooling_Setpoint_RL | 0.501748 |
| Heating_Setpoint_RL | 0.73479354 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.3184 |
| Heating_Setpoint_RL | 21.758213 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.29723826 |
| air_humidity | -0.23208915 |
| air_temperature | -2.0173337 |
| clg_setpoint | -0.08127707 |
| co2_emission | 0.0 |
| day_of_month | -0.6388826 |
| diffuse_solar_radiation | -0.74442333 |
| direct_solar_radiation | -0.6132266 |
| hour | -1.0831481 |
| htg_setpoint | -1.4015888 |
| month | -1.5792787 |
| outdoor_humidity | -0.093716234 |
| outdoor_temperature | -1.7252587 |
| people_occupant | -0.68919384 |
| total_electricity_HVAC | -0.3248777 |
| wind_direction | 1.4432249 |
| wind_speed | 0.53033245 |
| observation/ | |
| HVAC_electricity_demand_rate | 1628.188 |
| air_humidity | 34.010754 |
| air_temperature | 19.848854 |
| clg_setpoint | 25.941662 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 12.0 |
| month | 1.0 |
| outdoor_humidity | 66.5 |
| outdoor_temperature | -4.4288206 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1448033.4 |
| wind_direction | 335.0 |
| wind_speed | 6.2 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 3%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.90531147 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.532623 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.7735596 |
| air_humidity | -0.83300537 |
| air_temperature | -1.6470366 |
| clg_setpoint | 1.4791056 |
| co2_emission | 0.0 |
| day_of_month | -0.5250266 |
| diffuse_solar_radiation | -0.744265 |
| direct_solar_radiation | -0.61325794 |
| hour | -0.9386604 |
| htg_setpoint | 0.61586165 |
| month | -1.5766822 |
| outdoor_humidity | -0.9137582 |
| outdoor_temperature | -1.7450399 |
| people_occupant | -0.6893576 |
| total_electricity_HVAC | 0.4113819 |
| wind_direction | 0.8255492 |
| wind_speed | 0.8406627 |
| observation/ | |
| HVAC_electricity_demand_rate | 6297.6025 |
| air_humidity | 26.187748 |
| air_temperature | 20.374136 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 20.374146 |
| month | 1.0 |
| outdoor_humidity | 49.5 |
| outdoor_temperature | -4.6490736 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4488923.5 |
| wind_direction | 270.0 |
| wind_speed | 6.95 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 3%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.12552118 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 16.918943 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6165213 |
| air_humidity | -0.72815263 |
| air_temperature | -1.8384984 |
| clg_setpoint | 0.755567 |
| co2_emission | 0.0 |
| day_of_month | -0.41124135 |
| diffuse_solar_radiation | -0.7441213 |
| direct_solar_radiation | -0.61322737 |
| hour | -0.7941823 |
| htg_setpoint | -0.28522098 |
| month | -1.5740986 |
| outdoor_humidity | 0.02882715 |
| outdoor_temperature | -1.0785869 |
| people_occupant | -0.689521 |
| total_electricity_HVAC | -0.62669396 |
| wind_direction | 0.54037046 |
| wind_speed | -0.64971113 |
| observation/ | |
| HVAC_electricity_demand_rate | 239.10718 |
| air_humidity | 27.539856 |
| air_temperature | 20.09991 |
| clg_setpoint | 28.117785 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 16.63181 |
| month | 1.0 |
| outdoor_humidity | 69.0 |
| outdoor_temperature | 1.8511388 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 204404.52 |
| wind_direction | 240.0 |
| wind_speed | 3.35 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 4%
| action_network/ | |
| Cooling_Setpoint_RL | -0.8407992 |
| Heating_Setpoint_RL | 0.56607175 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.787302 |
| Heating_Setpoint_RL | 20.809155 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.4543655 |
| air_humidity | -1.1657057 |
| air_temperature | 0.37471977 |
| clg_setpoint | 1.4786359 |
| co2_emission | 0.0 |
| day_of_month | -0.29750168 |
| diffuse_solar_radiation | -0.71346176 |
| direct_solar_radiation | -0.6130011 |
| hour | -0.64971113 |
| htg_setpoint | 1.3089858 |
| month | -1.5715276 |
| outdoor_humidity | 0.82518196 |
| outdoor_temperature | -0.93076277 |
| people_occupant | -0.68904257 |
| total_electricity_HVAC | 2.6205726 |
| wind_direction | 0.16036683 |
| wind_speed | -0.6495501 |
| observation/ | |
| HVAC_electricity_demand_rate | 13636.171 |
| air_humidity | 21.838787 |
| air_temperature | 23.25 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 3.0 |
| direct_solar_radiation | 0.0 |
| hour | 7.0 |
| htg_setpoint | 23.25 |
| month | 1.0 |
| outdoor_humidity | 85.5 |
| outdoor_temperature | 3.2937272 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 13619763.0 |
| wind_direction | 200.0 |
| wind_speed | 3.35 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 4%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.75749534 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 21.885912 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 4.138597 |
| air_humidity | -1.4675201 |
| air_temperature | 0.016896423 |
| clg_setpoint | 0.3545853 |
| co2_emission | 0.0 |
| day_of_month | -0.18378852 |
| diffuse_solar_radiation | 0.060719103 |
| direct_solar_radiation | -0.4476273 |
| hour | -0.5052447 |
| htg_setpoint | 1.3088852 |
| month | -1.5689691 |
| outdoor_humidity | 0.48728862 |
| outdoor_temperature | -2.151065 |
| people_occupant | 1.6955479 |
| total_electricity_HVAC | 3.8991761 |
| wind_direction | -1.4056368 |
| wind_speed | 1.375823 |
| observation/ | |
| HVAC_electricity_demand_rate | 21011.617 |
| air_humidity | 17.899563 |
| air_temperature | 22.7386 |
| clg_setpoint | 27.078613 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 79.0 |
| direct_solar_radiation | 41.0 |
| hour | 8.0 |
| htg_setpoint | 23.25 |
| month | 1.0 |
| outdoor_humidity | 78.5 |
| outdoor_temperature | -8.677716 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 18924522.0 |
| wind_direction | 35.0 |
| wind_speed | 8.25 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 4%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.28008837 |
| air_humidity | -0.09710636 |
| air_temperature | 0.3759511 |
| clg_setpoint | -1.1169561 |
| co2_emission | 0.0 |
| day_of_month | -0.070088774 |
| diffuse_solar_radiation | -0.2546194 |
| direct_solar_radiation | -0.6122253 |
| hour | -0.36078104 |
| htg_setpoint | 0.77701986 |
| month | -1.566423 |
| outdoor_humidity | 1.5242106 |
| outdoor_temperature | -0.74946773 |
| people_occupant | 1.6950164 |
| total_electricity_HVAC | -0.2919982 |
| wind_direction | -0.8342705 |
| wind_speed | 0.713027 |
| observation/ | |
| HVAC_electricity_demand_rate | 1711.3828 |
| air_humidity | 35.716114 |
| air_temperature | 23.249744 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 48.0 |
| direct_solar_radiation | 0.0 |
| hour | 9.0 |
| htg_setpoint | 21.042702 |
| month | 1.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 5.0319257 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1591223.0 |
| wind_direction | 95.0 |
| wind_speed | 6.65 |
| train/ | |
| approx_kl | 0.0058739856 |
| clip_fraction | 0.0492 |
| clip_range | 0.2 |
| entropy_loss | -2.56 |
| explained_variance | 0.628 |
| learning_rate | 0.0003 |
| loss | 0.361 |
| n_updates | 520 |
| policy_gradient_loss | -0.00839 |
| std | 0.872 |
| value_loss | 1.68 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 4%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.59405303 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 14.283452 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.3858386 |
| air_humidity | -0.7078782 |
| air_temperature | 0.3761708 |
| clg_setpoint | -1.1168675 |
| co2_emission | 0.0 |
| day_of_month | 0.0436046 |
| diffuse_solar_radiation | 1.0601634 |
| direct_solar_radiation | -0.46301863 |
| hour | -0.21631888 |
| htg_setpoint | -0.18203197 |
| month | -1.5638895 |
| outdoor_humidity | -0.3830848 |
| outdoor_temperature | -1.4562917 |
| people_occupant | 1.6944861 |
| total_electricity_HVAC | 0.34452856 |
| wind_direction | 0.3517244 |
| wind_speed | 0.21585952 |
| observation/ | |
| HVAC_electricity_demand_rate | 4625.391 |
| air_humidity | 27.77998 |
| air_temperature | 23.24944 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 177.0 |
| direct_solar_radiation | 37.0 |
| hour | 10.0 |
| htg_setpoint | 17.0607 |
| month | 1.0 |
| outdoor_humidity | 60.5 |
| outdoor_temperature | -1.913765 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 4228053.0 |
| wind_direction | 220.0 |
| wind_speed | 5.45 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 5%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5748912 |
| air_humidity | -0.4781726 |
| air_temperature | 0.3755654 |
| clg_setpoint | -1.1165988 |
| co2_emission | 0.0 |
| day_of_month | 0.1572927 |
| diffuse_solar_radiation | 0.20446157 |
| direct_solar_radiation | 2.423889 |
| hour | -0.07185726 |
| htg_setpoint | -0.74765766 |
| month | -1.5613681 |
| outdoor_humidity | -0.67330235 |
| outdoor_temperature | -0.48462453 |
| people_occupant | 1.2173387 |
| total_electricity_HVAC | -0.58455807 |
| wind_direction | 0.63643444 |
| wind_speed | -0.34203994 |
| observation/ | |
| HVAC_electricity_demand_rate | 422.63095 |
| air_humidity | 30.764303 |
| air_temperature | 23.248177 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 93.0 |
| direct_solar_radiation | 754.0 |
| hour | 11.0 |
| htg_setpoint | 14.712425 |
| month | 1.0 |
| outdoor_humidity | 54.5 |
| outdoor_temperature | 7.605858 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 380367.88 |
| wind_direction | 250.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 5%
| action_network/ | |
| Cooling_Setpoint_RL | 0.39779913 |
| Heating_Setpoint_RL | 0.13445774 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.967571 |
| Heating_Setpoint_RL | 18.381325 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6514762 |
| air_humidity | 0.5966899 |
| air_temperature | 1.1760437 |
| clg_setpoint | -0.24645786 |
| co2_emission | 0.0 |
| day_of_month | 0.27097067 |
| diffuse_solar_radiation | 0.5923598 |
| direct_solar_radiation | -0.611996 |
| hour | 0.07260424 |
| htg_setpoint | 0.6195336 |
| month | -1.5588589 |
| outdoor_humidity | 1.2580585 |
| outdoor_temperature | -0.239305 |
| people_occupant | 0.26374185 |
| total_electricity_HVAC | -0.6573563 |
| wind_direction | -0.40789732 |
| wind_speed | 2.220292 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 44.71854 |
| air_temperature | 24.388626 |
| clg_setpoint | 25.513973 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 131.0 |
| direct_solar_radiation | 0.0 |
| hour | 12.0 |
| htg_setpoint | 20.388195 |
| month | 1.0 |
| outdoor_humidity | 94.5 |
| outdoor_temperature | 10.006615 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 140.0 |
| wind_speed | 10.3 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 5%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6413405 |
| air_humidity | -0.35907933 |
| air_temperature | -0.43793008 |
| clg_setpoint | -0.034392282 |
| co2_emission | 0.0 |
| day_of_month | 0.3846277 |
| diffuse_solar_radiation | 0.2971458 |
| direct_solar_radiation | 2.1338017 |
| hour | 0.21706563 |
| htg_setpoint | -1.4010698 |
| month | -1.5563617 |
| outdoor_humidity | -1.4470289 |
| outdoor_temperature | -0.14282104 |
| people_occupant | -0.6893805 |
| total_electricity_HVAC | -0.64873266 |
| wind_direction | 0.73186547 |
| wind_speed | 1.5772372 |
| observation/ | |
| HVAC_electricity_demand_rate | 131.03038 |
| air_humidity | 32.315037 |
| air_temperature | 22.08857 |
| clg_setpoint | 26.066584 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 102.0 |
| direct_solar_radiation | 682.0 |
| hour | 13.0 |
| htg_setpoint | 12.0 |
| month | 1.0 |
| outdoor_humidity | 38.5 |
| outdoor_temperature | 10.946307 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 113722.15 |
| wind_direction | 260.0 |
| wind_speed | 8.75 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 5%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.44003826 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.149785 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.89911616 |
| air_humidity | -1.5598391 |
| air_temperature | 0.3397069 |
| clg_setpoint | 0.61684054 |
| co2_emission | 0.0 |
| day_of_month | 0.49824712 |
| diffuse_solar_radiation | 0.79717416 |
| direct_solar_radiation | 1.2000191 |
| hour | 0.36152646 |
| htg_setpoint | 1.3091582 |
| month | -1.5538765 |
| outdoor_humidity | -0.69713813 |
| outdoor_temperature | -0.4763073 |
| people_occupant | -0.68890536 |
| total_electricity_HVAC | 1.0010319 |
| wind_direction | 0.3987767 |
| wind_speed | 0.090924524 |
| observation/ | |
| HVAC_electricity_demand_rate | 6875.978 |
| air_humidity | 16.705286 |
| air_temperature | 23.195248 |
| clg_setpoint | 27.762245 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 151.0 |
| direct_solar_radiation | 450.0 |
| hour | 14.0 |
| htg_setpoint | 23.25 |
| month | 1.0 |
| outdoor_humidity | 54.0 |
| outdoor_temperature | 7.672465 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 6951634.5 |
| wind_direction | 225.0 |
| wind_speed | 5.15 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 6%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.26777598 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.11876 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.55067575 |
| air_humidity | 0.18593499 |
| air_temperature | 0.37813362 |
| clg_setpoint | -1.11672 |
| co2_emission | 0.0 |
| day_of_month | 0.6118064 |
| diffuse_solar_radiation | -0.24303727 |
| direct_solar_radiation | -0.6117953 |
| hour | 0.5059858 |
| htg_setpoint | -0.57667965 |
| month | -1.5514032 |
| outdoor_humidity | 0.77436876 |
| outdoor_temperature | -0.50010103 |
| people_occupant | 1.6949584 |
| total_electricity_HVAC | -0.5615066 |
| wind_direction | -0.93151563 |
| wind_speed | 0.21551006 |
| observation/ | |
| HVAC_electricity_demand_rate | 527.28937 |
| air_humidity | 39.366146 |
| air_temperature | 23.249407 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 49.0 |
| direct_solar_radiation | 0.0 |
| hour | 15.0 |
| htg_setpoint | 15.421708 |
| month | 1.0 |
| outdoor_humidity | 84.5 |
| outdoor_temperature | 7.4303412 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 474560.44 |
| wind_direction | 85.0 |
| wind_speed | 5.45 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 6%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.25817955 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.07726 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5521694 |
| air_humidity | 0.41729075 |
| air_temperature | 0.378166 |
| clg_setpoint | -1.1165177 |
| co2_emission | 0.0 |
| day_of_month | 0.7252772 |
| diffuse_solar_radiation | -0.51818573 |
| direct_solar_radiation | -0.50262475 |
| hour | 0.65044236 |
| htg_setpoint | -0.9767509 |
| month | -1.5489416 |
| outdoor_humidity | 0.9902871 |
| outdoor_temperature | -0.6961141 |
| people_occupant | 1.6944313 |
| total_electricity_HVAC | -0.562924 |
| wind_direction | -0.93002546 |
| wind_speed | 0.7320327 |
| observation/ | |
| HVAC_electricity_demand_rate | 520.5664 |
| air_humidity | 42.375668 |
| air_temperature | 23.249376 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 22.0 |
| direct_solar_radiation | 27.0 |
| hour | 16.0 |
| htg_setpoint | 13.762743 |
| month | 1.0 |
| outdoor_humidity | 89.0 |
| outdoor_temperature | 5.5062375 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 468509.78 |
| wind_direction | 85.0 |
| wind_speed | 6.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 6%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.65110236 |
| air_humidity | 1.1856788 |
| air_temperature | 1.3953493 |
| clg_setpoint | -0.5591409 |
| co2_emission | 0.0 |
| day_of_month | 0.8386254 |
| diffuse_solar_radiation | -0.74247205 |
| direct_solar_radiation | -0.6110162 |
| hour | 0.79489434 |
| htg_setpoint | 0.8139153 |
| month | -1.5464917 |
| outdoor_humidity | 1.5191919 |
| outdoor_temperature | -0.091449186 |
| people_occupant | 1.6939055 |
| total_electricity_HVAC | -0.6569677 |
| wind_direction | -0.6913119 |
| wind_speed | -0.6518497 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 52.358574 |
| air_temperature | 24.697947 |
| clg_setpoint | 24.700884 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 21.199093 |
| month | 1.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 11.426457 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 110.0 |
| wind_speed | 3.35 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 7%
| action_network/ | |
| Cooling_Setpoint_RL | 0.6069766 |
| Heating_Setpoint_RL | -0.52632093 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.673546 |
| Heating_Setpoint_RL | 14.664445 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.65095556 |
| air_humidity | 1.0479504 |
| air_temperature | 0.37857565 |
| clg_setpoint | -1.1163281 |
| co2_emission | 0.0 |
| day_of_month | 0.95181125 |
| diffuse_solar_radiation | -0.7422149 |
| direct_solar_radiation | -0.61062557 |
| hour | 0.93933946 |
| htg_setpoint | -0.06176326 |
| month | -1.5440534 |
| outdoor_humidity | 1.1071558 |
| outdoor_temperature | -0.4491541 |
| people_occupant | 0.5019696 |
| total_electricity_HVAC | -0.65682065 |
| wind_direction | 0.6865351 |
| wind_speed | 0.6277304 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 50.593155 |
| air_temperature | 23.24959 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 17.564667 |
| month | 1.0 |
| outdoor_humidity | 91.5 |
| outdoor_temperature | 7.9236174 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 255.0 |
| wind_speed | 6.45 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 7%
| action_network/ | |
| Cooling_Setpoint_RL | -0.34559792 |
| Heating_Setpoint_RL | 0.6858255 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.458607 |
| Heating_Setpoint_RL | 21.482769 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.58693385 |
| air_humidity | 0.5320497 |
| air_temperature | -0.05087891 |
| clg_setpoint | -1.1161411 |
| co2_emission | 0.0 |
| day_of_month | 1.0647895 |
| diffuse_solar_radiation | -0.74200284 |
| direct_solar_radiation | -0.610238 |
| hour | 1.083775 |
| htg_setpoint | -0.094523385 |
| month | -1.5416266 |
| outdoor_humidity | 0.9866784 |
| outdoor_temperature | -0.89748466 |
| people_occupant | -0.45142 |
| total_electricity_HVAC | -0.59422183 |
| wind_direction | 0.8280024 |
| wind_speed | 0.21421388 |
| observation/ | |
| HVAC_electricity_demand_rate | 367.5165 |
| air_humidity | 43.893875 |
| air_temperature | 22.637499 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 17.428524 |
| month | 1.0 |
| outdoor_humidity | 89.0 |
| outdoor_temperature | 3.5267906 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 337947.38 |
| wind_direction | 270.0 |
| wind_speed | 5.45 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 7%
| action_network/ | |
| Cooling_Setpoint_RL | -0.42372143 |
| Heating_Setpoint_RL | -0.988763 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.19494 |
| Heating_Setpoint_RL | 12.063209 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.61627334 |
| air_humidity | -0.67793584 |
| air_temperature | -1.8228041 |
| clg_setpoint | -0.1670376 |
| co2_emission | 0.0 |
| day_of_month | 1.1775094 |
| diffuse_solar_radiation | -0.74188024 |
| direct_solar_radiation | -0.61022305 |
| hour | 1.228198 |
| htg_setpoint | -0.04948287 |
| month | -1.5392112 |
| outdoor_humidity | 0.38439214 |
| outdoor_temperature | -1.0968235 |
| people_occupant | -0.6892419 |
| total_electricity_HVAC | -0.6227902 |
| wind_direction | 0.49453032 |
| wind_speed | -0.34303167 |
| observation/ | |
| HVAC_electricity_demand_rate | 238.94934 |
| air_humidity | 28.186287 |
| air_temperature | 20.1129 |
| clg_setpoint | 25.721931 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 17.615166 |
| month | 1.0 |
| outdoor_humidity | 76.5 |
| outdoor_temperature | 1.565937 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 219424.16 |
| wind_direction | 235.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 7%
| action_network/ | |
| Cooling_Setpoint_RL | 0.5335775 |
| Heating_Setpoint_RL | 0.62806225 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.425823 |
| Heating_Setpoint_RL | 21.15785 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6508815 |
| air_humidity | -1.0638034 |
| air_temperature | -1.1289005 |
| clg_setpoint | 0.40197954 |
| co2_emission | 0.0 |
| day_of_month | 1.2899153 |
| diffuse_solar_radiation | -0.7417816 |
| direct_solar_radiation | -0.61017096 |
| hour | 1.3726048 |
| htg_setpoint | 0.032195628 |
| month | -1.5368071 |
| outdoor_humidity | 0.21538693 |
| outdoor_temperature | -0.7567954 |
| people_occupant | -0.68876994 |
| total_electricity_HVAC | -0.6567457 |
| wind_direction | -1.3588291 |
| wind_speed | -0.9616864 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 23.16621 |
| air_temperature | 21.09971 |
| clg_setpoint | 27.203548 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 17.954454 |
| month | 1.0 |
| outdoor_humidity | 73.0 |
| outdoor_temperature | 4.8858466 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 40.0 |
| wind_speed | 2.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 8%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.75180936 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 13.396072 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.60715544 |
| air_humidity | 0.62490875 |
| air_temperature | -0.62666065 |
| clg_setpoint | 1.4761771 |
| co2_emission | 0.0 |
| day_of_month | 1.401946 |
| diffuse_solar_radiation | -0.7416212 |
| direct_solar_radiation | -0.60982543 |
| hour | 1.5169916 |
| htg_setpoint | -1.1483054 |
| month | -1.5344143 |
| outdoor_humidity | 1.2277604 |
| outdoor_temperature | -0.8745439 |
| people_occupant | -0.68893147 |
| total_electricity_HVAC | -0.61465436 |
| wind_direction | -1.1671497 |
| wind_speed | -0.75451714 |
| observation/ | |
| HVAC_electricity_demand_rate | 278.65292 |
| air_humidity | 45.078125 |
| air_temperature | 21.814964 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 13.054578 |
| month | 1.0 |
| outdoor_humidity | 94.0 |
| outdoor_temperature | 3.7279437 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 252904.08 |
| wind_direction | 60.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 8%
| action_network/ | |
| Cooling_Setpoint_RL | 0.8978028 |
| Heating_Setpoint_RL | 0.74051714 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.655085 |
| Heating_Setpoint_RL | 21.79041 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.47283748 |
| air_humidity | -0.42119575 |
| air_temperature | -0.79113823 |
| clg_setpoint | 0.9338866 |
| co2_emission | 0.0 |
| day_of_month | 1.5135359 |
| diffuse_solar_radiation | -0.7414956 |
| direct_solar_radiation | -0.6098324 |
| hour | 1.6613537 |
| htg_setpoint | -0.56320685 |
| month | -1.5320326 |
| outdoor_humidity | -0.07521091 |
| outdoor_temperature | -1.4173921 |
| people_occupant | -0.6890927 |
| total_electricity_HVAC | -0.4870261 |
| wind_direction | -1.4032198 |
| wind_speed | -0.9606542 |
| observation/ | |
| HVAC_electricity_demand_rate | 868.4529 |
| air_humidity | 31.503365 |
| air_temperature | 21.580952 |
| clg_setpoint | 28.587057 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 15.483688 |
| month | 1.0 |
| outdoor_humidity | 67.0 |
| outdoor_temperature | -1.5953943 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 783369.1 |
| wind_direction | 35.0 |
| wind_speed | 2.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 8%
| action_network/ | |
| Cooling_Setpoint_RL | 0.16032964 |
| Heating_Setpoint_RL | 0.94266415 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.166113 |
| Heating_Setpoint_RL | 22.927486 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.3134997 |
| air_humidity | -0.37255207 |
| air_temperature | -2.7663636 |
| clg_setpoint | 1.4769188 |
| co2_emission | 0.0 |
| day_of_month | 1.7383358 |
| diffuse_solar_radiation | -0.7413716 |
| direct_solar_radiation | -0.60982877 |
| hour | -1.6612688 |
| htg_setpoint | -1.401782 |
| month | -1.5296619 |
| outdoor_humidity | -1.0642983 |
| outdoor_temperature | -1.7223186 |
| people_occupant | -0.6892537 |
| total_electricity_HVAC | -0.33830056 |
| wind_direction | -1.5919269 |
| wind_speed | 2.549414 |
| observation/ | |
| HVAC_electricity_demand_rate | 1568.4788 |
| air_humidity | 32.128895 |
| air_temperature | 18.768179 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 12.0 |
| month | 1.0 |
| outdoor_humidity | 46.5 |
| outdoor_temperature | -4.5970774 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1401827.2 |
| wind_direction | 15.0 |
| wind_speed | 11.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 9%
| action_network/ | |
| Cooling_Setpoint_RL | 0.95946664 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.863201 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.3477073 |
| air_humidity | -0.7975917 |
| air_temperature | -1.2970737 |
| clg_setpoint | 1.4773241 |
| co2_emission | 0.0 |
| day_of_month | -1.6733975 |
| diffuse_solar_radiation | -0.74119616 |
| direct_solar_radiation | -0.60991687 |
| hour | -1.5167077 |
| htg_setpoint | 1.3073876 |
| month | -1.2431242 |
| outdoor_humidity | -0.16959031 |
| outdoor_temperature | -1.2483263 |
| people_occupant | -0.6894143 |
| total_electricity_HVAC | 3.1465032 |
| wind_direction | 0.7810019 |
| wind_speed | -0.13496326 |
| observation/ | |
| HVAC_electricity_demand_rate | 17657.482 |
| air_humidity | 26.604765 |
| air_temperature | 20.857983 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 2.0 |
| outdoor_humidity | 65.0 |
| outdoor_temperature | 0.017648457 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 15895784.0 |
| wind_direction | 265.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 9%
| action_network/ | |
| Cooling_Setpoint_RL | 0.4902358 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.279545 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.2361927 |
| air_humidity | -0.47369087 |
| air_temperature | -0.37649107 |
| clg_setpoint | 0.65624523 |
| co2_emission | 0.0 |
| day_of_month | -1.5569715 |
| diffuse_solar_radiation | -0.7411311 |
| direct_solar_radiation | -0.60979444 |
| hour | -1.3721713 |
| htg_setpoint | 1.3076214 |
| month | -1.2416632 |
| outdoor_humidity | 0.33711368 |
| outdoor_temperature | -0.9500489 |
| people_occupant | -0.6895747 |
| total_electricity_HVAC | 3.0390358 |
| wind_direction | 0.82781965 |
| wind_speed | -0.44500935 |
| observation/ | |
| HVAC_electricity_demand_rate | 17170.787 |
| air_humidity | 30.79968 |
| air_temperature | 22.1685 |
| clg_setpoint | 27.861708 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 23.25 |
| month | 2.0 |
| outdoor_humidity | 75.5 |
| outdoor_temperature | 2.9363806 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 15451358.0 |
| wind_direction | 270.0 |
| wind_speed | 3.85 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 9%
| action_network/ | |
| Cooling_Setpoint_RL | -0.8540114 |
| Heating_Setpoint_RL | -0.06400871 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.742712 |
| Heating_Setpoint_RL | 17.26495 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.09661334 |
| air_humidity | -1.8332738 |
| air_temperature | -2.342734 |
| clg_setpoint | 0.21131909 |
| co2_emission | 0.0 |
| day_of_month | -1.4411035 |
| diffuse_solar_radiation | -0.74091876 |
| direct_solar_radiation | -0.6098849 |
| hour | -1.2276552 |
| htg_setpoint | -1.4012316 |
| month | -1.2402074 |
| outdoor_humidity | -0.8183879 |
| outdoor_temperature | -2.0817177 |
| people_occupant | -0.68910503 |
| total_electricity_HVAC | -0.13412653 |
| wind_direction | -1.7333925 |
| wind_speed | 0.19498537 |
| observation/ | |
| HVAC_electricity_demand_rate | 2523.5254 |
| air_humidity | 13.149485 |
| air_temperature | 19.364508 |
| clg_setpoint | 26.704449 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 12.0 |
| month | 2.0 |
| outdoor_humidity | 51.5 |
| outdoor_temperature | -8.164643 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2252550.2 |
| wind_direction | 0.0 |
| wind_speed | 5.4 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 10%
| action_network/ | |
| Cooling_Setpoint_RL | -0.1952365 |
| Heating_Setpoint_RL | 0.7405235 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.966076 |
| Heating_Setpoint_RL | 21.790445 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.54822415 |
| air_humidity | -1.9485627 |
| air_temperature | -1.3768809 |
| clg_setpoint | -0.09444901 |
| co2_emission | 0.0 |
| day_of_month | -1.3257111 |
| diffuse_solar_radiation | -0.74072343 |
| direct_solar_radiation | -0.60990506 |
| hour | -1.0831553 |
| htg_setpoint | -1.4012824 |
| month | -1.2387568 |
| outdoor_humidity | 1.5191379 |
| outdoor_temperature | -1.2249451 |
| people_occupant | -0.6886363 |
| total_electricity_HVAC | -0.56034374 |
| wind_direction | -0.97409093 |
| wind_speed | -0.32112703 |
| observation/ | |
| HVAC_electricity_demand_rate | 538.87573 |
| air_humidity | 11.595765 |
| air_temperature | 20.737745 |
| clg_setpoint | 25.90868 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 12.0 |
| month | 2.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 0.20878705 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 479931.62 |
| wind_direction | 80.0 |
| wind_speed | 4.15 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 10%
| action_network/ | |
| Cooling_Setpoint_RL | -0.3748275 |
| Heating_Setpoint_RL | 0.58775854 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.359957 |
| Heating_Setpoint_RL | 20.93114 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.2591248 |
| air_humidity | 0.15648314 |
| air_temperature | -3.2766352 |
| clg_setpoint | 1.2419297 |
| co2_emission | 0.0 |
| day_of_month | -1.2107201 |
| diffuse_solar_radiation | -0.7405356 |
| direct_solar_radiation | -0.6095227 |
| hour | -0.9386681 |
| htg_setpoint | -0.46089894 |
| month | -1.2373112 |
| outdoor_humidity | -0.40867925 |
| outdoor_temperature | -1.6555942 |
| people_occupant | -0.6887969 |
| total_electricity_HVAC | -0.2893402 |
| wind_direction | 1.0163493 |
| wind_speed | 1.9084313 |
| observation/ | |
| HVAC_electricity_demand_rate | 1811.8496 |
| air_humidity | 38.93133 |
| air_temperature | 18.023998 |
| clg_setpoint | 29.388653 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 15.904514 |
| month | 2.0 |
| outdoor_humidity | 60.0 |
| outdoor_temperature | -4.028702 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1609063.1 |
| wind_direction | 290.0 |
| wind_speed | 9.55 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 10%
| action_network/ | |
| Cooling_Setpoint_RL | -0.9009632 |
| Heating_Setpoint_RL | 0.84205633 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.58425 |
| Heating_Setpoint_RL | 22.361567 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 4.4723663 |
| air_humidity | -1.3258429 |
| air_temperature | -2.0069127 |
| clg_setpoint | 0.7355151 |
| co2_emission | 0.0 |
| day_of_month | -1.0960625 |
| diffuse_solar_radiation | -0.7404435 |
| direct_solar_radiation | -0.60955197 |
| hour | -0.79419035 |
| htg_setpoint | 1.308342 |
| month | -1.2358706 |
| outdoor_humidity | -0.64840317 |
| outdoor_temperature | -2.6600428 |
| people_occupant | -0.6889572 |
| total_electricity_HVAC | 4.218369 |
| wind_direction | 0.8729979 |
| wind_speed | 1.0379947 |
| observation/ | |
| HVAC_electricity_demand_rate | 22672.574 |
| air_humidity | 19.672125 |
| air_temperature | 19.83167 |
| clg_setpoint | 28.069954 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 23.25 |
| month | 2.0 |
| outdoor_humidity | 55.0 |
| outdoor_temperature | -13.948951 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 20411412.0 |
| wind_direction | 275.0 |
| wind_speed | 7.45 |
| train/ | |
| approx_kl | 0.007831309 |
| clip_fraction | 0.0687 |
| clip_range | 0.2 |
| entropy_loss | -2.56 |
| explained_variance | 0.85 |
| learning_rate | 0.0003 |
| loss | 0.518 |
| n_updates | 530 |
| policy_gradient_loss | -0.0116 |
| std | 0.871 |
| value_loss | 1.54 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 10%
| action_network/ | |
| Cooling_Setpoint_RL | 0.319627 |
| Heating_Setpoint_RL | 0.66898876 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.703741 |
| Heating_Setpoint_RL | 21.388062 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.33575827 |
| air_humidity | -1.0091084 |
| air_temperature | -2.796466 |
| clg_setpoint | 1.4769561 |
| co2_emission | 0.0 |
| day_of_month | -0.9816779 |
| diffuse_solar_radiation | -0.45359746 |
| direct_solar_radiation | -0.31116372 |
| hour | -0.64971936 |
| htg_setpoint | -0.41164824 |
| month | -1.2344351 |
| outdoor_humidity | -0.1419217 |
| outdoor_temperature | -2.2389958 |
| people_occupant | -0.68911725 |
| total_electricity_HVAC | 0.27980077 |
| wind_direction | 0.9668258 |
| wind_speed | 0.21185528 |
| observation/ | |
| HVAC_electricity_demand_rate | 4443.962 |
| air_humidity | 23.773136 |
| air_temperature | 18.698568 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 28.0 |
| direct_solar_radiation | 74.0 |
| hour | 7.0 |
| htg_setpoint | 16.106083 |
| month | 2.0 |
| outdoor_humidity | 65.5 |
| outdoor_temperature | -9.8695965 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3990694.5 |
| wind_direction | 285.0 |
| wind_speed | 5.45 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 11%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.3753655 |
| air_humidity | -0.9954559 |
| air_temperature | 0.38720053 |
| clg_setpoint | -1.0985825 |
| co2_emission | 0.0 |
| day_of_month | -0.867512 |
| diffuse_solar_radiation | -0.08477468 |
| direct_solar_radiation | 1.221298 |
| hour | -0.50525296 |
| htg_setpoint | 1.3086907 |
| month | -1.2330046 |
| outdoor_humidity | -1.2734467 |
| outdoor_temperature | -1.6067098 |
| people_occupant | 1.6939603 |
| total_electricity_HVAC | 2.5547223 |
| wind_direction | 1.534687 |
| wind_speed | 0.0881044 |
| observation/ | |
| HVAC_electricity_demand_rate | 13457.374 |
| air_humidity | 23.941628 |
| air_temperature | 23.250353 |
| clg_setpoint | 23.292383 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 64.0 |
| direct_solar_radiation | 454.0 |
| hour | 8.0 |
| htg_setpoint | 23.25 |
| month | 2.0 |
| outdoor_humidity | 42.0 |
| outdoor_temperature | -3.6779864 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 13498350.0 |
| wind_direction | 345.0 |
| wind_speed | 5.15 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 11%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.21317531 |
| air_humidity | -1.148461 |
| air_temperature | -2.7794907 |
| clg_setpoint | -0.9188528 |
| co2_emission | 0.0 |
| day_of_month | -0.753517 |
| diffuse_solar_radiation | -0.16642083 |
| direct_solar_radiation | 2.6998084 |
| hour | -0.36078933 |
| htg_setpoint | -1.2026929 |
| month | -1.231579 |
| outdoor_humidity | -0.81424034 |
| outdoor_temperature | -1.9897645 |
| people_occupant | -0.68943644 |
| total_electricity_HVAC | -0.24055865 |
| wind_direction | 1.1540346 |
| wind_speed | 0.83021337 |
| observation/ | |
| HVAC_electricity_demand_rate | 2025.8236 |
| air_humidity | 21.942732 |
| air_temperature | 18.717854 |
| clg_setpoint | 23.759447 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 56.0 |
| direct_solar_radiation | 821.0 |
| hour | 9.0 |
| htg_setpoint | 12.818134 |
| month | 2.0 |
| outdoor_humidity | 51.5 |
| outdoor_temperature | -7.490594 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1822243.8 |
| wind_direction | 305.0 |
| wind_speed | 6.95 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 11%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5344341 |
| air_humidity | -1.7128913 |
| air_temperature | -2.013693 |
| clg_setpoint | -0.6386402 |
| co2_emission | 0.0 |
| day_of_month | -0.6396513 |
| diffuse_solar_radiation | 1.8116293 |
| direct_solar_radiation | -0.35999626 |
| hour | -0.21632715 |
| htg_setpoint | -0.5758265 |
| month | -1.2301583 |
| outdoor_humidity | -0.6930599 |
| outdoor_temperature | -1.1990744 |
| people_occupant | -0.68896997 |
| total_electricity_HVAC | -0.5460459 |
| wind_direction | 0.6796559 |
| wind_speed | -0.55266356 |
| observation/ | |
| HVAC_electricity_demand_rate | 606.5754 |
| air_humidity | 14.57859 |
| air_temperature | 19.807352 |
| clg_setpoint | 24.490305 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 249.0 |
| direct_solar_radiation | 62.0 |
| hour | 10.0 |
| htg_setpoint | 15.420668 |
| month | 2.0 |
| outdoor_humidity | 54.0 |
| outdoor_temperature | 0.2882425 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 545917.9 |
| wind_direction | 255.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 11%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.60954 |
| air_humidity | -0.68868977 |
| air_temperature | 0.38873684 |
| clg_setpoint | -1.1152415 |
| co2_emission | 0.0 |
| day_of_month | -0.5258795 |
| diffuse_solar_radiation | 0.58218145 |
| direct_solar_radiation | 2.39253 |
| hour | -0.07186549 |
| htg_setpoint | -0.24103296 |
| month | -1.2287426 |
| outdoor_humidity | -0.78959495 |
| outdoor_temperature | -0.6310711 |
| people_occupant | 1.2184432 |
| total_electricity_HVAC | -0.6175177 |
| wind_direction | 0.7742257 |
| wind_speed | 0.29363075 |
| observation/ | |
| HVAC_electricity_demand_rate | 274.1938 |
| air_humidity | 27.861061 |
| air_temperature | 23.24852 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 129.0 |
| direct_solar_radiation | 745.0 |
| hour | 11.0 |
| htg_setpoint | 16.81065 |
| month | 2.0 |
| outdoor_humidity | 52.0 |
| outdoor_temperature | 5.8850937 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 246774.4 |
| wind_direction | 265.0 |
| wind_speed | 5.65 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 12%
| action_network/ | |
| Cooling_Setpoint_RL | -0.96366924 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.372616 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.34718478 |
| air_humidity | -1.1760232 |
| air_temperature | 0.3897102 |
| clg_setpoint | -1.114935 |
| co2_emission | 0.0 |
| day_of_month | -0.41217214 |
| diffuse_solar_radiation | 0.910573 |
| direct_solar_radiation | 2.1745882 |
| hour | 0.07259605 |
| htg_setpoint | 0.37822703 |
| month | -1.2273318 |
| outdoor_humidity | -1.9914346 |
| outdoor_temperature | -1.8945113 |
| people_occupant | 0.26457742 |
| total_electricity_HVAC | 0.2930935 |
| wind_direction | 1.0575664 |
| wind_speed | 0.93292695 |
| observation/ | |
| HVAC_electricity_demand_rate | 4508.1836 |
| air_humidity | 21.516102 |
| air_temperature | 23.24925 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 161.0 |
| direct_solar_radiation | 691.0 |
| hour | 12.0 |
| htg_setpoint | 19.381027 |
| month | 2.0 |
| outdoor_humidity | 27.0 |
| outdoor_temperature | -6.607086 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 4057365.0 |
| wind_direction | 295.0 |
| wind_speed | 7.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 12%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.8184994 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.020941 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.5125588 |
| air_humidity | -1.3012652 |
| air_temperature | 0.3902564 |
| clg_setpoint | -1.1145856 |
| co2_emission | 0.0 |
| day_of_month | -0.29850572 |
| diffuse_solar_radiation | 1.1977243 |
| direct_solar_radiation | 1.4613286 |
| hour | 0.21705748 |
| htg_setpoint | -1.3981073 |
| month | -1.2259257 |
| outdoor_humidity | -1.5072874 |
| outdoor_temperature | -1.566957 |
| people_occupant | 1.217692 |
| total_electricity_HVAC | 0.45061946 |
| wind_direction | 0.86689335 |
| wind_speed | 0.31331632 |
| observation/ | |
| HVAC_electricity_demand_rate | 5245.5947 |
| air_humidity | 19.873165 |
| air_temperature | 23.24934 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 189.0 |
| direct_solar_radiation | 514.0 |
| hour | 13.0 |
| htg_setpoint | 12.0 |
| month | 2.0 |
| outdoor_humidity | 37.0 |
| outdoor_temperature | -3.4081693 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 4721035.5 |
| wind_direction | 275.0 |
| wind_speed | 5.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 12%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.29661328 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.956551 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.35371238 |
| air_humidity | -1.182281 |
| air_temperature | 0.3904036 |
| clg_setpoint | -1.1141782 |
| co2_emission | 0.0 |
| day_of_month | -0.18486261 |
| diffuse_solar_radiation | -0.16572879 |
| direct_solar_radiation | 2.9639342 |
| hour | 0.36151835 |
| htg_setpoint | -0.8451541 |
| month | -1.2245245 |
| outdoor_humidity | -1.8905386 |
| outdoor_temperature | -1.2320466 |
| people_occupant | 1.6939095 |
| total_electricity_HVAC | -0.3740064 |
| wind_direction | 1.0556237 |
| wind_speed | 0.20999677 |
| observation/ | |
| HVAC_electricity_demand_rate | 1409.071 |
| air_humidity | 21.409395 |
| air_temperature | 23.248816 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 56.0 |
| direct_solar_radiation | 887.0 |
| hour | 14.0 |
| htg_setpoint | 14.2952585 |
| month | 2.0 |
| outdoor_humidity | 29.0 |
| outdoor_temperature | -0.1188758 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1268164.0 |
| wind_direction | 295.0 |
| wind_speed | 5.45 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 13%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.047892503 |
| air_humidity | -0.598571 |
| air_temperature | 0.39119318 |
| clg_setpoint | -1.1137936 |
| co2_emission | 0.0 |
| day_of_month | -0.07123106 |
| diffuse_solar_radiation | 0.090829 |
| direct_solar_radiation | -0.6101745 |
| hour | 0.5059778 |
| htg_setpoint | 1.310177 |
| month | -1.2231281 |
| outdoor_humidity | 0.8519135 |
| outdoor_temperature | -1.1921859 |
| people_occupant | 1.693395 |
| total_electricity_HVAC | -0.0828397 |
| wind_direction | 0.013476861 |
| wind_speed | -0.65747845 |
| observation/ | |
| HVAC_electricity_demand_rate | 2766.7224 |
| air_humidity | 28.989962 |
| air_temperature | 23.249468 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 81.0 |
| direct_solar_radiation | 0.0 |
| hour | 15.0 |
| htg_setpoint | 23.25 |
| month | 2.0 |
| outdoor_humidity | 86.0 |
| outdoor_temperature | 0.256691 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2490050.0 |
| wind_direction | 185.0 |
| wind_speed | 3.35 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 13%
| action_network/ | |
| Cooling_Setpoint_RL | -0.6466891 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.442425 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.65219367 |
| air_humidity | -0.6013976 |
| air_temperature | -0.4231315 |
| clg_setpoint | -0.75696003 |
| co2_emission | 0.0 |
| day_of_month | 0.042394903 |
| diffuse_solar_radiation | -0.22702578 |
| direct_solar_radiation | -0.60998917 |
| hour | 0.6504345 |
| htg_setpoint | -1.3978628 |
| month | -1.2217364 |
| outdoor_humidity | -1.1449441 |
| outdoor_temperature | -0.52578133 |
| people_occupant | -0.6893 |
| total_electricity_HVAC | -0.65814996 |
| wind_direction | 1.4347286 |
| wind_speed | -0.14075695 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 28.955826 |
| air_temperature | 22.079779 |
| clg_setpoint | 24.17986 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 50.0 |
| direct_solar_radiation | 0.0 |
| hour | 16.0 |
| htg_setpoint | 12.0 |
| month | 2.0 |
| outdoor_humidity | 44.5 |
| outdoor_temperature | 6.8456135 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 335.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 13%
| action_network/ | |
| Cooling_Setpoint_RL | -0.47900864 |
| Heating_Setpoint_RL | -0.65795165 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.008347 |
| Heating_Setpoint_RL | 13.924022 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.65213203 |
| air_humidity | -1.4317853 |
| air_temperature | -0.44704762 |
| clg_setpoint | -0.739558 |
| co2_emission | 0.0 |
| day_of_month | 0.15601541 |
| diffuse_solar_radiation | -0.73984176 |
| direct_solar_radiation | -0.61012894 |
| hour | 0.7948867 |
| htg_setpoint | -0.34176514 |
| month | -1.2203496 |
| outdoor_humidity | -1.0959553 |
| outdoor_temperature | -0.6857022 |
| people_occupant | -0.6888366 |
| total_electricity_HVAC | -0.6581016 |
| wind_direction | 0.53482527 |
| wind_speed | -0.55406755 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 18.15278 |
| air_temperature | 22.044271 |
| clg_setpoint | 24.226074 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 16.387098 |
| month | 2.0 |
| outdoor_humidity | 45.5 |
| outdoor_temperature | 5.256243 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 240.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 13%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.500456 |
| air_humidity | -0.55293316 |
| air_temperature | 0.3932833 |
| clg_setpoint | -1.1141912 |
| co2_emission | 0.0 |
| day_of_month | 0.26962486 |
| diffuse_solar_radiation | -0.7398092 |
| direct_solar_radiation | -0.6101387 |
| hour | 0.93933225 |
| htg_setpoint | -1.397701 |
| month | -1.2189673 |
| outdoor_humidity | 0.17902094 |
| outdoor_temperature | -0.86594087 |
| people_occupant | 0.50287074 |
| total_electricity_HVAC | -0.5124715 |
| wind_direction | -0.3182587 |
| wind_speed | -1.0703576 |
| observation/ | |
| HVAC_electricity_demand_rate | 759.77985 |
| air_humidity | 29.558987 |
| air_temperature | 23.249918 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 12.0 |
| month | 2.0 |
| outdoor_humidity | 72.0 |
| outdoor_temperature | 3.464265 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 688926.94 |
| wind_direction | 150.0 |
| wind_speed | 2.35 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 14%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.56648606 |
| air_humidity | -0.8404163 |
| air_temperature | 0.26941708 |
| clg_setpoint | -1.113893 |
| co2_emission | 0.0 |
| day_of_month | 0.38321182 |
| diffuse_solar_radiation | -0.73977304 |
| direct_solar_radiation | -0.6102691 |
| hour | 1.0837685 |
| htg_setpoint | -1.3976773 |
| month | -1.2175899 |
| outdoor_humidity | -0.5189241 |
| outdoor_temperature | -0.83724064 |
| people_occupant | -0.45078996 |
| total_electricity_HVAC | -0.57501805 |
| wind_direction | 0.39295742 |
| wind_speed | -0.759403 |
| observation/ | |
| HVAC_electricity_demand_rate | 466.75955 |
| air_humidity | 25.817734 |
| air_temperature | 23.071957 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 12.0 |
| month | 2.0 |
| outdoor_humidity | 57.5 |
| outdoor_temperature | 3.7411933 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 426493.94 |
| wind_direction | 225.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 14%
| action_network/ | |
| Cooling_Setpoint_RL | -0.9711909 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.34723 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.3472834 |
| air_humidity | -0.16651449 |
| air_temperature | -0.40711194 |
| clg_setpoint | 1.0461202 |
| co2_emission | 0.0 |
| day_of_month | 0.49675927 |
| diffuse_solar_radiation | -0.739698 |
| direct_solar_radiation | -0.6103484 |
| hour | 1.2281923 |
| htg_setpoint | 0.7512341 |
| month | -1.216217 |
| outdoor_humidity | 0.80482835 |
| outdoor_temperature | -0.8325386 |
| people_occupant | -0.45097828 |
| total_electricity_HVAC | -0.39202005 |
| wind_direction | -1.0756063 |
| wind_speed | -0.9657725 |
| observation/ | |
| HVAC_electricity_demand_rate | 1439.9154 |
| air_humidity | 34.567467 |
| air_temperature | 22.100876 |
| clg_setpoint | 28.874226 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 20.92819 |
| month | 2.0 |
| outdoor_humidity | 85.0 |
| outdoor_temperature | 3.7826574 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 1194372.2 |
| wind_direction | 70.0 |
| wind_speed | 2.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 14%
| action_network/ | |
| Cooling_Setpoint_RL | 0.9843141 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.94706 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6519035 |
| air_humidity | 0.5200377 |
| air_temperature | -1.3657117 |
| clg_setpoint | -0.95163566 |
| co2_emission | 0.0 |
| day_of_month | 0.61024433 |
| diffuse_solar_radiation | -0.73959905 |
| direct_solar_radiation | -0.609968 |
| hour | 1.3726004 |
| htg_setpoint | -0.94473755 |
| month | -1.2148488 |
| outdoor_humidity | -0.13443142 |
| outdoor_temperature | -0.5744385 |
| people_occupant | -0.68946904 |
| total_electricity_HVAC | -0.65785253 |
| wind_direction | 1.3886398 |
| wind_speed | 0.5242176 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 43.483707 |
| air_temperature | 20.725952 |
| clg_setpoint | 23.671024 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 13.8821 |
| month | 2.0 |
| outdoor_humidity | 65.5 |
| outdoor_temperature | 6.3310905 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 330.0 |
| wind_speed | 6.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 14%
| action_network/ | |
| Cooling_Setpoint_RL | 0.9740367 |
| Heating_Setpoint_RL | 0.20833586 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.912374 |
| Heating_Setpoint_RL | 18.79689 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6227724 |
| air_humidity | -0.6522867 |
| air_temperature | -1.6938695 |
| clg_setpoint | -1.1129206 |
| co2_emission | 0.0 |
| day_of_month | 0.72363865 |
| diffuse_solar_radiation | -0.7394454 |
| direct_solar_radiation | -0.6100804 |
| hour | 1.5169888 |
| htg_setpoint | -1.0752202 |
| month | -1.2134852 |
| outdoor_humidity | -0.7110692 |
| outdoor_temperature | -0.90423393 |
| people_occupant | -0.68962646 |
| total_electricity_HVAC | -0.62865067 |
| wind_direction | 0.62954247 |
| wind_speed | -0.7590409 |
| observation/ | |
| HVAC_electricity_demand_rate | 215.86453 |
| air_humidity | 28.252434 |
| air_temperature | 20.254477 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 13.3386 |
| month | 2.0 |
| outdoor_humidity | 53.5 |
| outdoor_temperature | 3.0617478 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 200369.0 |
| wind_direction | 250.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 15%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.65177774 |
| air_humidity | -0.72620237 |
| air_temperature | -1.4973809 |
| clg_setpoint | -0.61976135 |
| co2_emission | 0.0 |
| day_of_month | 0.8369082 |
| diffuse_solar_radiation | -0.7393749 |
| direct_solar_radiation | -0.6097009 |
| hour | 1.6613531 |
| htg_setpoint | -0.7183034 |
| month | -1.2121263 |
| outdoor_humidity | 1.0941219 |
| outdoor_temperature | -0.7426963 |
| people_occupant | -0.68916523 |
| total_electricity_HVAC | -0.6577022 |
| wind_direction | -1.0283796 |
| wind_speed | -1.2964698 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 27.282564 |
| air_temperature | 20.535273 |
| clg_setpoint | 24.534859 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 14.82217 |
| month | 2.0 |
| outdoor_humidity | 91.0 |
| outdoor_temperature | 4.6546526 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 75.0 |
| wind_speed | 1.8 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 15%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.4176917 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 19.974516 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.40299094 |
| air_humidity | -1.3352972 |
| air_temperature | -2.867866 |
| clg_setpoint | 1.4782603 |
| co2_emission | 0.0 |
| day_of_month | 1.0639356 |
| diffuse_solar_radiation | -0.7392951 |
| direct_solar_radiation | -0.6096709 |
| hour | -1.66127 |
| htg_setpoint | -0.5045353 |
| month | -1.2107717 |
| outdoor_humidity | -1.6492738 |
| outdoor_temperature | -1.4474831 |
| people_occupant | -0.6887049 |
| total_electricity_HVAC | -0.4245926 |
| wind_direction | 1.2448232 |
| wind_speed | 0.6275948 |
| observation/ | |
| HVAC_electricity_demand_rate | 1192.4648 |
| air_humidity | 19.361662 |
| air_temperature | 18.566929 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 15.710049 |
| month | 2.0 |
| outdoor_humidity | 34.0 |
| outdoor_temperature | -2.3185153 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1057422.1 |
| wind_direction | 315.0 |
| wind_speed | 6.45 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 16%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.1593404 |
| air_humidity | -0.83318007 |
| air_temperature | -1.9298156 |
| clg_setpoint | -1.113366 |
| co2_emission | 0.0 |
| day_of_month | 1.1768149 |
| diffuse_solar_radiation | -0.7391771 |
| direct_solar_radiation | -0.6098122 |
| hour | -1.516711 |
| htg_setpoint | 0.40749443 |
| month | -1.2094218 |
| outdoor_humidity | -0.7334 |
| outdoor_temperature | -1.3167634 |
| people_occupant | -0.68886256 |
| total_electricity_HVAC | -0.22634897 |
| wind_direction | -1.456002 |
| wind_speed | 0.5238557 |
| observation/ | |
| HVAC_electricity_demand_rate | 3693.0417 |
| air_humidity | 25.8637 |
| air_temperature | 19.911049 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 19.49817 |
| month | 2.0 |
| outdoor_humidity | 53.0 |
| outdoor_temperature | -1.0391667 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1890682.6 |
| wind_direction | 30.0 |
| wind_speed | 6.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 16%
| action_network/ | |
| Cooling_Setpoint_RL | 0.15726882 |
| Heating_Setpoint_RL | -0.6992314 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.155783 |
| Heating_Setpoint_RL | 13.691824 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.51450974 |
| air_humidity | -0.2973292 |
| air_temperature | -1.471281 |
| clg_setpoint | 0.5802178 |
| co2_emission | 0.0 |
| day_of_month | 1.2894192 |
| diffuse_solar_radiation | -0.7391414 |
| direct_solar_radiation | -0.609434 |
| hour | -1.3721762 |
| htg_setpoint | -1.1587827 |
| month | -1.2080764 |
| outdoor_humidity | -0.97290355 |
| outdoor_temperature | -1.2894825 |
| people_occupant | -0.6890199 |
| total_electricity_HVAC | -0.52595997 |
| wind_direction | -0.98091525 |
| wind_speed | -0.7589381 |
| observation/ | |
| HVAC_electricity_demand_rate | 698.3259 |
| air_humidity | 32.81511 |
| air_temperature | 20.568491 |
| clg_setpoint | 27.659874 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 12.989414 |
| month | 2.0 |
| outdoor_humidity | 48.0 |
| outdoor_temperature | -0.79060906 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 632829.25 |
| wind_direction | 80.0 |
| wind_speed | 3.1 |
| train/ | |
| approx_kl | 0.007266593 |
| clip_fraction | 0.0668 |
| clip_range | 0.2 |
| entropy_loss | -2.55 |
| explained_variance | 0.876 |
| learning_rate | 0.0003 |
| loss | 0.543 |
| n_updates | 540 |
| policy_gradient_loss | -0.0111 |
| std | 0.865 |
| value_loss | 2.05 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 16%
| action_network/ | |
| Cooling_Setpoint_RL | 0.48625892 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.266125 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.0305188 |
| air_humidity | 0.35427427 |
| air_temperature | -0.23708405 |
| clg_setpoint | 1.0811828 |
| co2_emission | 0.0 |
| day_of_month | 1.4016917 |
| diffuse_solar_radiation | -0.739025 |
| direct_solar_radiation | -0.60905653 |
| hour | -1.2276613 |
| htg_setpoint | 1.309833 |
| month | -1.2067354 |
| outdoor_humidity | 1.4305147 |
| outdoor_temperature | -1.1391495 |
| people_occupant | -0.68917704 |
| total_electricity_HVAC | 2.96036 |
| wind_direction | -0.742818 |
| wind_speed | -1.1725727 |
| observation/ | |
| HVAC_electricity_demand_rate | 16478.256 |
| air_humidity | 41.276108 |
| air_temperature | 22.340166 |
| clg_setpoint | 28.964066 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 23.25 |
| month | 2.0 |
| outdoor_humidity | 98.0 |
| outdoor_temperature | 0.6857294 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 15300471.0 |
| wind_direction | 105.0 |
| wind_speed | 2.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 16%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6521605 |
| air_humidity | 0.65228015 |
| air_temperature | -1.0399054 |
| clg_setpoint | 0.26873356 |
| co2_emission | 0.0 |
| day_of_month | -1.6724849 |
| diffuse_solar_radiation | -0.7388885 |
| direct_solar_radiation | -0.6086798 |
| hour | -1.0831622 |
| htg_setpoint | 0.54479283 |
| month | -0.92300475 |
| outdoor_humidity | -0.5176425 |
| outdoor_temperature | -0.54027003 |
| people_occupant | -0.6893338 |
| total_electricity_HVAC | -0.65804946 |
| wind_direction | 1.198838 |
| wind_speed | -1.1928014 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 45.149143 |
| air_temperature | 21.188356 |
| clg_setpoint | 26.848055 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 20.073217 |
| month | 3.0 |
| outdoor_humidity | 57.5 |
| outdoor_temperature | 6.6083817 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 310.0 |
| wind_speed | 2.05 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 17%
| action_network/ | |
| Cooling_Setpoint_RL | 0.8353499 |
| Heating_Setpoint_RL | 0.20567524 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.444305 |
| Heating_Setpoint_RL | 18.781923 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.2828321 |
| air_humidity | -0.7281022 |
| air_temperature | 0.21986684 |
| clg_setpoint | 0.99486965 |
| co2_emission | 0.0 |
| day_of_month | -1.5559936 |
| diffuse_solar_radiation | -0.73888844 |
| direct_solar_radiation | -0.60876787 |
| hour | -0.93867546 |
| htg_setpoint | 1.3092382 |
| month | -0.92223436 |
| outdoor_humidity | 1.3812406 |
| outdoor_temperature | -0.6278887 |
| people_occupant | -0.6894904 |
| total_electricity_HVAC | 2.393484 |
| wind_direction | -1.1676785 |
| wind_speed | -1.7302887 |
| observation/ | |
| HVAC_electricity_demand_rate | 13152.543 |
| air_humidity | 27.228546 |
| air_temperature | 22.995785 |
| clg_setpoint | 28.7388 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 23.25 |
| month | 3.0 |
| outdoor_humidity | 97.0 |
| outdoor_temperature | 5.7403693 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 12918313.0 |
| wind_direction | 60.0 |
| wind_speed | 0.75 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 17%
| action_network/ | |
| Cooling_Setpoint_RL | 0.8058941 |
| Heating_Setpoint_RL | -0.1052078 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.344893 |
| Heating_Setpoint_RL | 17.033207 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.65204144 |
| air_humidity | -0.33508128 |
| air_temperature | -1.3706012 |
| clg_setpoint | 0.792499 |
| co2_emission | 0.0 |
| day_of_month | -1.4400396 |
| diffuse_solar_radiation | -0.73884106 |
| direct_solar_radiation | -0.60861975 |
| hour | -0.79419804 |
| htg_setpoint | -0.13930233 |
| month | -0.9214659 |
| outdoor_humidity | -0.34923682 |
| outdoor_temperature | -0.42827722 |
| people_occupant | -0.6890322 |
| total_electricity_HVAC | -0.6579222 |
| wind_direction | 1.1518433 |
| wind_speed | 0.2986228 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 32.3274 |
| air_temperature | 20.714064 |
| clg_setpoint | 28.21359 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 17.230202 |
| month | 3.0 |
| outdoor_humidity | 61.0 |
| outdoor_temperature | 7.7153053 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 305.0 |
| wind_speed | 5.65 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 17%
| action_network/ | |
| Cooling_Setpoint_RL | 0.52041906 |
| Heating_Setpoint_RL | 0.5007763 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.381414 |
| Heating_Setpoint_RL | 20.441868 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5626481 |
| air_humidity | -0.6146415 |
| air_temperature | -0.5108775 |
| clg_setpoint | 1.4774408 |
| co2_emission | 0.0 |
| day_of_month | -1.3245436 |
| diffuse_solar_radiation | 0.13561693 |
| direct_solar_radiation | -0.49586195 |
| hour | -0.6497272 |
| htg_setpoint | -0.8607692 |
| month | -0.92069936 |
| outdoor_humidity | 1.5258176 |
| outdoor_temperature | -0.54025817 |
| people_occupant | -0.6885749 |
| total_electricity_HVAC | -0.57292664 |
| wind_direction | -0.4111988 |
| wind_speed | -0.55014247 |
| observation/ | |
| HVAC_electricity_demand_rate | 484.2114 |
| air_humidity | 28.694191 |
| air_temperature | 21.946493 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 85.0 |
| direct_solar_radiation | 28.0 |
| hour | 7.0 |
| htg_setpoint | 14.230028 |
| month | 3.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 6.6092706 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 435241.34 |
| wind_direction | 140.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 17%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.04255271 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.864359 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.37594903 |
| air_humidity | 0.52647525 |
| air_temperature | 0.76058596 |
| clg_setpoint | 1.4774852 |
| co2_emission | 0.0 |
| day_of_month | -1.209433 |
| diffuse_solar_radiation | -0.1624945 |
| direct_solar_radiation | -0.6083877 |
| hour | -0.5052609 |
| htg_setpoint | 1.3088177 |
| month | -0.91993475 |
| outdoor_humidity | 1.5235374 |
| outdoor_temperature | -0.6236272 |
| people_occupant | 1.6951792 |
| total_electricity_HVAC | 0.40304384 |
| wind_direction | -0.7892943 |
| wind_speed | 0.1130443 |
| observation/ | |
| HVAC_electricity_demand_rate | 4661.7954 |
| air_humidity | 43.497894 |
| air_temperature | 23.769587 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 56.0 |
| direct_solar_radiation | 0.0 |
| hour | 8.0 |
| htg_setpoint | 23.25 |
| month | 3.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 5.7823954 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 4541564.0 |
| wind_direction | 100.0 |
| wind_speed | 5.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 18%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6519472 |
| air_humidity | 1.0093849 |
| air_temperature | 1.2027855 |
| clg_setpoint | -0.6705923 |
| co2_emission | 0.0 |
| day_of_month | -1.0946424 |
| diffuse_solar_radiation | 0.13622096 |
| direct_solar_radiation | -0.608033 |
| hour | -0.3607973 |
| htg_setpoint | 1.3083673 |
| month | -0.919172 |
| outdoor_humidity | 1.5212674 |
| outdoor_temperature | 0.05957993 |
| people_occupant | 1.6946712 |
| total_electricity_HVAC | -0.6578048 |
| wind_direction | 0.063358024 |
| wind_speed | 2.0163057 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 49.764107 |
| air_temperature | 24.40324 |
| clg_setpoint | 24.403576 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 85.0 |
| direct_solar_radiation | 0.0 |
| hour | 9.0 |
| htg_setpoint | 23.25 |
| month | 3.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 12.528851 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 190.0 |
| wind_speed | 9.8 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 18%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.68745625 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.758059 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.60183454 |
| air_humidity | -0.72102153 |
| air_temperature | 0.3970738 |
| clg_setpoint | -1.1132735 |
| co2_emission | 0.0 |
| day_of_month | -0.98011327 |
| diffuse_solar_radiation | 0.7336556 |
| direct_solar_radiation | 2.5913475 |
| hour | -0.21633506 |
| htg_setpoint | -1.3983623 |
| month | -0.9184112 |
| outdoor_humidity | -0.97538465 |
| outdoor_temperature | -0.6228414 |
| people_occupant | 1.6941643 |
| total_electricity_HVAC | -0.6100766 |
| wind_direction | 1.0567855 |
| wind_speed | 0.50495756 |
| observation/ | |
| HVAC_electricity_demand_rate | 309.32483 |
| air_humidity | 27.340843 |
| air_temperature | 23.24834 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 143.0 |
| direct_solar_radiation | 793.0 |
| hour | 10.0 |
| htg_setpoint | 12.0 |
| month | 3.0 |
| outdoor_humidity | 48.0 |
| outdoor_temperature | 5.789022 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 278392.38 |
| wind_direction | 295.0 |
| wind_speed | 6.15 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 18%
| action_network/ | |
| Cooling_Setpoint_RL | -0.9066921 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.564915 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.05633871 |
| air_humidity | 0.0120200375 |
| air_temperature | 0.39812866 |
| clg_setpoint | -1.1131457 |
| co2_emission | 0.0 |
| day_of_month | -0.86579293 |
| diffuse_solar_radiation | 1.269452 |
| direct_solar_radiation | -0.60788107 |
| hour | -0.07187337 |
| htg_setpoint | 1.3084009 |
| month | -0.91765225 |
| outdoor_humidity | 1.42468 |
| outdoor_temperature | -0.9839896 |
| people_occupant | 1.2170714 |
| total_electricity_HVAC | -0.09074013 |
| wind_direction | -1.4521581 |
| wind_speed | 0.3188943 |
| observation/ | |
| HVAC_electricity_demand_rate | 2737.1477 |
| air_humidity | 36.837044 |
| air_temperature | 23.24969 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 195.0 |
| direct_solar_radiation | 0.0 |
| hour | 11.0 |
| htg_setpoint | 23.25 |
| month | 3.0 |
| outdoor_humidity | 98.0 |
| outdoor_temperature | 2.219313 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 2463433.0 |
| wind_direction | 30.0 |
| wind_speed | 5.7 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 19%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.3663001 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.564562 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.4012478 |
| air_humidity | -0.57682735 |
| air_temperature | 0.3986602 |
| clg_setpoint | -1.1130109 |
| co2_emission | 0.0 |
| day_of_month | -0.7516354 |
| diffuse_solar_radiation | 1.6915439 |
| direct_solar_radiation | -0.5593362 |
| hour | 0.07258821 |
| htg_setpoint | 1.3077751 |
| month | -0.91689515 |
| outdoor_humidity | 0.3673159 |
| outdoor_temperature | -0.76464415 |
| people_occupant | -0.68935597 |
| total_electricity_HVAC | 0.52134585 |
| wind_direction | -0.22067004 |
| wind_speed | -0.13530439 |
| observation/ | |
| HVAC_electricity_demand_rate | 4775.198 |
| air_humidity | 29.209015 |
| air_temperature | 23.250137 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 236.0 |
| direct_solar_radiation | 12.0 |
| hour | 12.0 |
| htg_setpoint | 23.25 |
| month | 3.0 |
| outdoor_humidity | 76.0 |
| outdoor_temperature | 4.3745766 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 5040263.5 |
| wind_direction | 160.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 19%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.6538934 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 21.30315 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.65198296 |
| air_humidity | -0.8780776 |
| air_temperature | -0.9420622 |
| clg_setpoint | 1.4759895 |
| co2_emission | 0.0 |
| day_of_month | -0.6376004 |
| diffuse_solar_radiation | 2.4844706 |
| direct_solar_radiation | 0.42933297 |
| hour | 0.21704969 |
| htg_setpoint | -1.1996989 |
| month | -0.91613996 |
| outdoor_humidity | -0.6414043 |
| outdoor_temperature | -0.6959488 |
| people_occupant | -0.6889008 |
| total_electricity_HVAC | -0.6577835 |
| wind_direction | -1.4036496 |
| wind_speed | 1.9121385 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 25.301088 |
| air_temperature | 21.329203 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 313.0 |
| direct_solar_radiation | 257.0 |
| hour | 13.0 |
| htg_setpoint | 12.827913 |
| month | 3.0 |
| outdoor_humidity | 55.0 |
| outdoor_temperature | 5.0451455 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 35.0 |
| wind_speed | 9.55 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 19%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.73607975 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.484551 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.41180396 |
| air_humidity | -1.2905958 |
| air_temperature | 0.3990238 |
| clg_setpoint | -1.1139842 |
| co2_emission | 0.0 |
| day_of_month | -0.523654 |
| diffuse_solar_radiation | 0.51758295 |
| direct_solar_radiation | 2.545893 |
| hour | 0.3615106 |
| htg_setpoint | -0.46612146 |
| month | -0.9153866 |
| outdoor_humidity | -1.9125288 |
| outdoor_temperature | 0.1554291 |
| people_occupant | 1.695123 |
| total_electricity_HVAC | -0.42912892 |
| wind_direction | 1.0583522 |
| wind_speed | -0.54986364 |
| observation/ | |
| HVAC_electricity_demand_rate | 1156.0275 |
| air_humidity | 19.943722 |
| air_temperature | 23.249 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 122.0 |
| direct_solar_radiation | 782.0 |
| hour | 14.0 |
| htg_setpoint | 15.87565 |
| month | 3.0 |
| outdoor_humidity | 28.5 |
| outdoor_temperature | 13.443724 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1040424.7 |
| wind_direction | 295.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 19%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.32661262 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.787804 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.55583966 |
| air_humidity | -1.2340668 |
| air_temperature | 0.39954108 |
| clg_setpoint | -1.1137977 |
| co2_emission | 0.0 |
| day_of_month | -0.40976787 |
| diffuse_solar_radiation | 0.37334475 |
| direct_solar_radiation | -0.60767895 |
| hour | 0.5059702 |
| htg_setpoint | 1.3080515 |
| month | -0.9146352 |
| outdoor_humidity | -1.5520188 |
| outdoor_temperature | -0.6898106 |
| people_occupant | 1.6946176 |
| total_electricity_HVAC | -0.56623256 |
| wind_direction | 0.96346664 |
| wind_speed | 1.6807586 |
| observation/ | |
| HVAC_electricity_demand_rate | 513.9201 |
| air_humidity | 20.671843 |
| air_temperature | 23.249578 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 108.0 |
| direct_solar_radiation | 0.0 |
| hour | 15.0 |
| htg_setpoint | 23.25 |
| month | 3.0 |
| outdoor_humidity | 36.0 |
| outdoor_temperature | 5.1010523 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 462528.1 |
| wind_direction | 285.0 |
| wind_speed | 9.0 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 20%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5711021 |
| air_humidity | -1.3143053 |
| air_temperature | 0.399462 |
| clg_setpoint | -1.1136309 |
| co2_emission | 0.0 |
| day_of_month | -0.2959196 |
| diffuse_solar_radiation | 0.08511545 |
| direct_solar_radiation | 1.5446514 |
| hour | 0.650427 |
| htg_setpoint | -0.943648 |
| month | -0.91388553 |
| outdoor_humidity | -1.694107 |
| outdoor_temperature | -0.3810569 |
| people_occupant | 1.6941136 |
| total_electricity_HVAC | -0.58074886 |
| wind_direction | 1.1990455 |
| wind_speed | 2.4201343 |
| observation/ | |
| HVAC_electricity_demand_rate | 445.55356 |
| air_humidity | 19.618649 |
| air_temperature | 23.248829 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 80.0 |
| direct_solar_radiation | 534.0 |
| hour | 16.0 |
| htg_setpoint | 13.88727 |
| month | 3.0 |
| outdoor_humidity | 33.0 |
| outdoor_temperature | 8.138903 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 400998.2 |
| wind_direction | 310.0 |
| wind_speed | 10.8 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 20%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.21224445 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.431126 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4135083 |
| air_humidity | -0.44081408 |
| air_temperature | 0.40037146 |
| clg_setpoint | -1.1132252 |
| co2_emission | 0.0 |
| day_of_month | -0.18209256 |
| diffuse_solar_radiation | -0.46098974 |
| direct_solar_radiation | -0.09188562 |
| hour | 0.79487944 |
| htg_setpoint | 1.3085941 |
| month | -0.91313773 |
| outdoor_humidity | 1.0169053 |
| outdoor_temperature | -0.8701445 |
| people_occupant | 1.6936107 |
| total_electricity_HVAC | -0.4307208 |
| wind_direction | -0.12665747 |
| wind_speed | 1.5739323 |
| observation/ | |
| HVAC_electricity_demand_rate | 1147.2776 |
| air_humidity | 30.916756 |
| air_temperature | 23.249588 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 27.0 |
| direct_solar_radiation | 128.0 |
| hour | 17.0 |
| htg_setpoint | 23.25 |
| month | 3.0 |
| outdoor_humidity | 89.5 |
| outdoor_temperature | 3.3043087 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1032549.8 |
| wind_direction | 170.0 |
| wind_speed | 8.75 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 20%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.59103197 |
| air_humidity | -1.453332 |
| air_temperature | 0.39732057 |
| clg_setpoint | -1.1131471 |
| co2_emission | 0.0 |
| day_of_month | -0.06827584 |
| diffuse_solar_radiation | -0.73909736 |
| direct_solar_radiation | -0.6080487 |
| hour | 0.93932533 |
| htg_setpoint | -1.3968607 |
| month | -0.9123918 |
| outdoor_humidity | -2.2188702 |
| outdoor_temperature | 0.15350856 |
| people_occupant | 0.50176984 |
| total_electricity_HVAC | -0.5969259 |
| wind_direction | 0.96166486 |
| wind_speed | 0.4177256 |
| observation/ | |
| HVAC_electricity_demand_rate | 356.0666 |
| air_humidity | 17.801485 |
| air_temperature | 23.244926 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 12.0 |
| month | 3.0 |
| outdoor_humidity | 22.0 |
| outdoor_temperature | 13.400654 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 332199.16 |
| wind_direction | 285.0 |
| wind_speed | 5.95 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 20%
| action_network/ | |
| Cooling_Setpoint_RL | 0.54639435 |
| Heating_Setpoint_RL | 0.4981125 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.469082 |
| Heating_Setpoint_RL | 20.426884 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.51627207 |
| air_humidity | -1.210505 |
| air_temperature | -2.1558714 |
| clg_setpoint | 1.4747119 |
| co2_emission | 0.0 |
| day_of_month | 0.04553577 |
| diffuse_solar_radiation | -0.7390019 |
| direct_solar_radiation | -0.6076779 |
| hour | 1.0837622 |
| htg_setpoint | 0.121340156 |
| month | -0.9116477 |
| outdoor_humidity | 1.2083033 |
| outdoor_temperature | -1.1069448 |
| people_occupant | -0.6892233 |
| total_electricity_HVAC | -0.5731427 |
| wind_direction | -1.3563772 |
| wind_speed | 2.521368 |
| observation/ | |
| HVAC_electricity_demand_rate | 689.5031 |
| air_humidity | 20.92024 |
| air_temperature | 19.587172 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 18.312866 |
| month | 3.0 |
| outdoor_humidity | 93.5 |
| outdoor_temperature | 0.9620739 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 432551.06 |
| wind_direction | 40.0 |
| wind_speed | 11.05 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 21%
| action_network/ | |
| Cooling_Setpoint_RL | -0.6586178 |
| Heating_Setpoint_RL | 0.19325778 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.402164 |
| Heating_Setpoint_RL | 18.712074 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.2811422 |
| air_humidity | -1.4691347 |
| air_temperature | -0.31298763 |
| clg_setpoint | 1.4738822 |
| co2_emission | 0.0 |
| day_of_month | 0.1593418 |
| diffuse_solar_radiation | -0.7390101 |
| direct_solar_radiation | -0.60754454 |
| hour | 1.2281868 |
| htg_setpoint | 1.308625 |
| month | -0.91090536 |
| outdoor_humidity | 0.9921761 |
| outdoor_temperature | -1.2281647 |
| people_occupant | -0.6887711 |
| total_electricity_HVAC | 3.0864851 |
| wind_direction | -1.4016118 |
| wind_speed | -0.44971704 |
| observation/ | |
| HVAC_electricity_demand_rate | 17629.01 |
| air_humidity | 17.547562 |
| air_temperature | 22.225185 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 23.25 |
| month | 3.0 |
| outdoor_humidity | 89.0 |
| outdoor_temperature | -0.24429938 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 15864901.0 |
| wind_direction | 35.0 |
| wind_speed | 3.85 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 21%
| action_network/ | |
| Cooling_Setpoint_RL | 0.79327047 |
| Heating_Setpoint_RL | 0.24988917 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.302288 |
| Heating_Setpoint_RL | 19.030626 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.1769383 |
| air_humidity | -0.26386595 |
| air_temperature | -0.20458473 |
| clg_setpoint | 0.033634692 |
| co2_emission | 0.0 |
| day_of_month | 0.2731361 |
| diffuse_solar_radiation | -0.73901814 |
| direct_solar_radiation | -0.6077119 |
| hour | 1.3725961 |
| htg_setpoint | 1.3085126 |
| month | -0.91016483 |
| outdoor_humidity | 0.9915108 |
| outdoor_temperature | -1.0307438 |
| people_occupant | -0.68892586 |
| total_electricity_HVAC | 3.023483 |
| wind_direction | -0.31306633 |
| wind_speed | -0.11888223 |
| observation/ | |
| HVAC_electricity_demand_rate | 17169.17 |
| air_humidity | 33.15941 |
| air_temperature | 22.380072 |
| clg_setpoint | 26.243265 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 23.25 |
| month | 3.0 |
| outdoor_humidity | 89.0 |
| outdoor_temperature | 1.6914867 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 15603269.0 |
| wind_direction | 150.0 |
| wind_speed | 4.65 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 21%
| action_network/ | |
| Cooling_Setpoint_RL | -0.0019406676 |
| Heating_Setpoint_RL | -0.5313159 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.61845 |
| Heating_Setpoint_RL | 14.636348 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.052384987 |
| air_humidity | -0.11238912 |
| air_temperature | -1.4034113 |
| clg_setpoint | -0.51666045 |
| co2_emission | 0.0 |
| day_of_month | 0.3869069 |
| diffuse_solar_radiation | -0.7390024 |
| direct_solar_radiation | -0.60757715 |
| hour | 1.516986 |
| htg_setpoint | 0.5349698 |
| month | -0.90942615 |
| outdoor_humidity | -0.5667256 |
| outdoor_temperature | -0.85738057 |
| people_occupant | -0.6890804 |
| total_electricity_HVAC | -0.2234043 |
| wind_direction | -1.6355499 |
| wind_speed | -0.9653227 |
| observation/ | |
| HVAC_electricity_demand_rate | 2761.377 |
| air_humidity | 35.119667 |
| air_temperature | 20.66285 |
| clg_setpoint | 24.807756 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 20.034695 |
| month | 3.0 |
| outdoor_humidity | 56.5 |
| outdoor_temperature | 3.3923917 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1909218.6 |
| wind_direction | 10.0 |
| wind_speed | 2.6 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 22%
| action_network/ | |
| Cooling_Setpoint_RL | 0.23706079 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.42508 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.4124206 |
| air_humidity | 0.21594472 |
| air_temperature | -1.6011826 |
| clg_setpoint | 1.4739109 |
| co2_emission | 0.0 |
| day_of_month | 0.5006368 |
| diffuse_solar_radiation | -0.73902804 |
| direct_solar_radiation | -0.607732 |
| hour | 1.6613525 |
| htg_setpoint | 0.61796916 |
| month | -0.9086892 |
| outdoor_humidity | 1.2305899 |
| outdoor_temperature | -0.64034563 |
| people_occupant | -0.6892347 |
| total_electricity_HVAC | 1.6012394 |
| wind_direction | -0.12274537 |
| wind_speed | -0.4491973 |
| observation/ | |
| HVAC_electricity_demand_rate | 9299.793 |
| air_humidity | 39.368896 |
| air_temperature | 20.379637 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 20.379639 |
| month | 3.0 |
| outdoor_humidity | 94.0 |
| outdoor_temperature | 5.5266457 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 9608028.0 |
| wind_direction | 170.0 |
| wind_speed | 3.85 |
| train/ | |
| approx_kl | 0.007292943 |
| clip_fraction | 0.0703 |
| clip_range | 0.2 |
| entropy_loss | -2.54 |
| explained_variance | 0.712 |
| learning_rate | 0.0003 |
| loss | 0.331 |
| n_updates | 550 |
| policy_gradient_loss | -0.0103 |
| std | 0.859 |
| value_loss | 1.65 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 22%
| action_network/ | |
| Cooling_Setpoint_RL | -0.075180024 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.371267 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4564039 |
| air_humidity | -0.96585846 |
| air_temperature | -2.714026 |
| clg_setpoint | 1.4737033 |
| co2_emission | 0.0 |
| day_of_month | 0.72837013 |
| diffuse_solar_radiation | -0.7390223 |
| direct_solar_radiation | -0.60777724 |
| hour | -1.6612712 |
| htg_setpoint | -1.3970809 |
| month | -0.9079541 |
| outdoor_humidity | -1.165872 |
| outdoor_temperature | -1.4121381 |
| people_occupant | -0.68938863 |
| total_electricity_HVAC | -0.47718865 |
| wind_direction | 1.0582724 |
| wind_speed | 1.5678198 |
| observation/ | |
| HVAC_electricity_demand_rate | 957.8626 |
| air_humidity | 24.057713 |
| air_temperature | 18.78563 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 12.0 |
| month | 3.0 |
| outdoor_humidity | 44.0 |
| outdoor_temperature | -2.0884078 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 838161.6 |
| wind_direction | 295.0 |
| wind_speed | 8.75 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 22%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.5326412 |
| air_humidity | -1.0946366 |
| air_temperature | -1.7903008 |
| clg_setpoint | 0.22873661 |
| co2_emission | 0.0 |
| day_of_month | 0.8419603 |
| diffuse_solar_radiation | -0.73904866 |
| direct_solar_radiation | -0.60794115 |
| hour | -1.5167141 |
| htg_setpoint | 0.9957996 |
| month | -0.9072208 |
| outdoor_humidity | -1.6893175 |
| outdoor_temperature | -1.6690489 |
| people_occupant | -0.68954235 |
| total_electricity_HVAC | 3.3277636 |
| wind_direction | 1.529388 |
| wind_speed | -0.24469356 |
| observation/ | |
| HVAC_electricity_demand_rate | 18768.213 |
| air_humidity | 22.372953 |
| air_temperature | 20.105337 |
| clg_setpoint | 26.751362 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 21.94825 |
| month | 3.0 |
| outdoor_humidity | 33.0 |
| outdoor_temperature | -4.6408534 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 16896670.0 |
| wind_direction | 345.0 |
| wind_speed | 4.35 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 23%
| action_network/ | |
| Cooling_Setpoint_RL | 0.95964354 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.863796 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6513771 |
| air_humidity | -1.384674 |
| air_temperature | -1.3209394 |
| clg_setpoint | -0.2655048 |
| co2_emission | 0.0 |
| day_of_month | 0.95541316 |
| diffuse_solar_radiation | -0.73908 |
| direct_solar_radiation | -0.60809934 |
| hour | -1.3721809 |
| htg_setpoint | -1.3959341 |
| month | -0.9064892 |
| outdoor_humidity | -0.060764357 |
| outdoor_temperature | -0.7530991 |
| people_occupant | -0.6890922 |
| total_electricity_HVAC | -0.6571447 |
| wind_direction | 0.6316604 |
| wind_speed | 0.9476535 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 18.592348 |
| air_temperature | 20.775986 |
| clg_setpoint | 25.462482 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 12.0 |
| month | 3.0 |
| outdoor_humidity | 67.0 |
| outdoor_temperature | 4.3874846 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 250.0 |
| wind_speed | 7.25 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 23%
| action_network/ | |
| Cooling_Setpoint_RL | 0.8977997 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.655075 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6511886 |
| air_humidity | -0.5973891 |
| air_temperature | -1.6033151 |
| clg_setpoint | 1.4733156 |
| co2_emission | 0.0 |
| day_of_month | 1.0686877 |
| diffuse_solar_radiation | -0.7391252 |
| direct_solar_radiation | -0.6082619 |
| hour | -1.2276671 |
| htg_setpoint | -1.3954268 |
| month | -0.9057594 |
| outdoor_humidity | 0.99201125 |
| outdoor_temperature | -0.66847295 |
| people_occupant | -0.688643 |
| total_electricity_HVAC | -0.6569546 |
| wind_direction | -0.07745055 |
| wind_speed | 0.92671967 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 28.780218 |
| air_temperature | 20.370598 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 12.0 |
| month | 3.0 |
| outdoor_humidity | 89.0 |
| outdoor_temperature | 5.2194233 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 175.0 |
| wind_speed | 7.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 23%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.028155833 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.466623 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.5942193 |
| air_humidity | 0.2893419 |
| air_temperature | 0.2676355 |
| clg_setpoint | 0.028025167 |
| co2_emission | 0.0 |
| day_of_month | 1.1817375 |
| diffuse_solar_radiation | -0.73915815 |
| direct_solar_radiation | -0.6079821 |
| hour | -1.0831687 |
| htg_setpoint | 1.2602811 |
| month | -0.9050314 |
| outdoor_humidity | 1.3732216 |
| outdoor_temperature | -0.57887894 |
| people_occupant | -0.68879694 |
| total_electricity_HVAC | 0.52885026 |
| wind_direction | -0.7866137 |
| wind_speed | -1.2938644 |
| observation/ | |
| HVAC_electricity_demand_rate | 5651.49 |
| air_humidity | 40.273087 |
| air_temperature | 23.052416 |
| clg_setpoint | 26.228987 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 23.047579 |
| month | 3.0 |
| outdoor_humidity | 97.0 |
| outdoor_temperature | 6.099323 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 5086341.0 |
| wind_direction | 100.0 |
| wind_speed | 1.8 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 23%
| action_network/ | |
| Cooling_Setpoint_RL | -0.050321028 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.455166 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.7788937 |
| air_humidity | 0.26004124 |
| air_temperature | 0.23125276 |
| clg_setpoint | 0.861643 |
| co2_emission | 0.0 |
| day_of_month | 1.2945116 |
| diffuse_solar_radiation | -0.73918194 |
| direct_solar_radiation | -0.60807294 |
| hour | -0.93868256 |
| htg_setpoint | 1.30304 |
| month | -0.9043051 |
| outdoor_humidity | 1.5157304 |
| outdoor_temperature | -0.49298275 |
| people_occupant | -0.6889506 |
| total_electricity_HVAC | 2.7567737 |
| wind_direction | -1.7327635 |
| wind_speed | -2.0337195 |
| observation/ | |
| HVAC_electricity_demand_rate | 15412.137 |
| air_humidity | 39.89729 |
| air_temperature | 23.000242 |
| clg_setpoint | 28.404013 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 23.226456 |
| month | 3.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 6.9449606 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 14495726.0 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 24%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.09668116 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 18.16883 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.63153434 |
| air_humidity | 0.40675008 |
| air_temperature | -0.6297146 |
| clg_setpoint | 1.1271853 |
| co2_emission | 0.0 |
| day_of_month | 1.4069535 |
| diffuse_solar_radiation | -0.23409176 |
| direct_solar_radiation | -0.6080043 |
| hour | -0.7942054 |
| htg_setpoint | 0.24018723 |
| month | -0.90358055 |
| outdoor_humidity | 0.1280047 |
| outdoor_temperature | -0.09722146 |
| people_occupant | -0.689104 |
| total_electricity_HVAC | -0.6381704 |
| wind_direction | -1.7311583 |
| wind_speed | 0.41337514 |
| observation/ | |
| HVAC_electricity_demand_rate | 175.04617 |
| air_humidity | 41.80799 |
| air_temperature | 21.76718 |
| clg_setpoint | 29.097076 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 49.0 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 18.806622 |
| month | 3.0 |
| outdoor_humidity | 71.0 |
| outdoor_temperature | 10.847959 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 157678.12 |
| wind_direction | 0.0 |
| wind_speed | 5.95 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 24%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.5600617 |
| air_humidity | -0.59765524 |
| air_temperature | 0.15153076 |
| clg_setpoint | 0.034829076 |
| co2_emission | 0.0 |
| day_of_month | 1.5190021 |
| diffuse_solar_radiation | 0.40460417 |
| direct_solar_radiation | 1.7345651 |
| hour | -0.6497348 |
| htg_setpoint | 1.3082775 |
| month | -0.9028578 |
| outdoor_humidity | 0.032632917 |
| outdoor_temperature | -0.900531 |
| people_occupant | -0.68925714 |
| total_electricity_HVAC | 1.6528223 |
| wind_direction | -1.3512816 |
| wind_speed | 0.30974063 |
| observation/ | |
| HVAC_electricity_demand_rate | 9965.612 |
| air_humidity | 28.802813 |
| air_temperature | 22.886217 |
| clg_setpoint | 26.246511 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 111.0 |
| direct_solar_radiation | 582.0 |
| hour | 7.0 |
| htg_setpoint | 23.25 |
| month | 3.0 |
| outdoor_humidity | 69.0 |
| outdoor_temperature | 2.9334989 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 9832806.0 |
| wind_direction | 40.0 |
| wind_speed | 5.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 24%
| action_network/ | |
| Cooling_Setpoint_RL | -0.16565827 |
| Heating_Setpoint_RL | -0.3506826 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.065903 |
| Heating_Setpoint_RL | 15.6524105 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.33325478 |
| air_humidity | -0.5299643 |
| air_temperature | -0.22764301 |
| clg_setpoint | 1.3434762 |
| co2_emission | 0.0 |
| day_of_month | 1.6305921 |
| diffuse_solar_radiation | 0.6418848 |
| direct_solar_radiation | -0.60809714 |
| hour | -0.5052685 |
| htg_setpoint | 1.0901613 |
| month | -0.9021367 |
| outdoor_humidity | 0.7264809 |
| outdoor_temperature | -0.96100605 |
| people_occupant | -0.68941003 |
| total_electricity_HVAC | -0.010630592 |
| wind_direction | -1.019816 |
| wind_speed | -0.65717614 |
| observation/ | |
| HVAC_electricity_demand_rate | 4485.2817 |
| air_humidity | 29.677696 |
| air_temperature | 22.343311 |
| clg_setpoint | 29.661776 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 134.0 |
| direct_solar_radiation | 0.0 |
| hour | 8.0 |
| htg_setpoint | 22.342735 |
| month | 3.0 |
| outdoor_humidity | 83.5 |
| outdoor_temperature | 2.3333004 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2807848.5 |
| wind_direction | 75.0 |
| wind_speed | 3.35 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 25%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.7373402 |
| air_humidity | -0.44619623 |
| air_temperature | 0.21396358 |
| clg_setpoint | 1.0377647 |
| co2_emission | 0.0 |
| day_of_month | 1.7416539 |
| diffuse_solar_radiation | 1.1670356 |
| direct_solar_radiation | -0.60779905 |
| hour | -0.3608049 |
| htg_setpoint | 1.3080125 |
| month | -0.9014174 |
| outdoor_humidity | 1.515343 |
| outdoor_temperature | -0.5478105 |
| people_occupant | -0.6889628 |
| total_electricity_HVAC | 1.9068182 |
| wind_direction | -1.6802071 |
| wind_speed | 0.20685917 |
| observation/ | |
| HVAC_electricity_demand_rate | 10759.942 |
| air_humidity | 30.757708 |
| air_temperature | 22.974922 |
| clg_setpoint | 28.86537 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 185.0 |
| direct_solar_radiation | 0.0 |
| hour | 9.0 |
| htg_setpoint | 23.25 |
| month | 3.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 6.3992643 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 10908362.0 |
| wind_direction | 5.0 |
| wind_speed | 5.45 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 25%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.78634214 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 22.048176 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.14329949 |
| air_humidity | -0.08859752 |
| air_temperature | 0.408391 |
| clg_setpoint | -1.114134 |
| co2_emission | 0.0 |
| day_of_month | -1.6719047 |
| diffuse_solar_radiation | 1.4556026 |
| direct_solar_radiation | -0.607445 |
| hour | -0.21634263 |
| htg_setpoint | 1.3075178 |
| month | -0.6177172 |
| outdoor_humidity | 0.89203984 |
| outdoor_temperature | -0.8162843 |
| people_occupant | 1.6953514 |
| total_electricity_HVAC | -0.17337818 |
| wind_direction | -0.35579255 |
| wind_speed | -0.55456114 |
| observation/ | |
| HVAC_electricity_demand_rate | 2357.9585 |
| air_humidity | 35.382343 |
| air_temperature | 23.252792 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 213.0 |
| direct_solar_radiation | 0.0 |
| hour | 10.0 |
| htg_setpoint | 23.25 |
| month | 4.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 3.7514842 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2122162.8 |
| wind_direction | 145.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 25%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.57842946 |
| air_humidity | -0.82734126 |
| air_temperature | 0.4058385 |
| clg_setpoint | -1.1138952 |
| co2_emission | 0.0 |
| day_of_month | -1.5556471 |
| diffuse_solar_radiation | 2.7848566 |
| direct_solar_radiation | -0.023661777 |
| hour | -0.071880914 |
| htg_setpoint | 0.05234926 |
| month | -0.6173426 |
| outdoor_humidity | -1.1906197 |
| outdoor_temperature | -0.2402968 |
| people_occupant | 1.2181346 |
| total_electricity_HVAC | -0.5876253 |
| wind_direction | 1.1082793 |
| wind_speed | 0.8250712 |
| observation/ | |
| HVAC_electricity_demand_rate | 412.7258 |
| air_humidity | 25.833078 |
| air_temperature | 23.248888 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 342.0 |
| direct_solar_radiation | 145.0 |
| hour | 11.0 |
| htg_setpoint | 18.029062 |
| month | 4.0 |
| outdoor_humidity | 43.5 |
| outdoor_temperature | 9.41625 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 371291.5 |
| wind_direction | 300.0 |
| wind_speed | 6.95 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 25%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5898568 |
| air_humidity | -1.3367493 |
| air_temperature | 0.40656397 |
| clg_setpoint | -1.1135962 |
| co2_emission | 0.0 |
| day_of_month | -1.4398987 |
| diffuse_solar_radiation | 0.48676062 |
| direct_solar_radiation | 3.094266 |
| hour | 0.0725807 |
| htg_setpoint | -1.0332474 |
| month | -0.61696863 |
| outdoor_humidity | -1.5724019 |
| outdoor_temperature | -0.19333202 |
| people_occupant | 0.26435733 |
| total_electricity_HVAC | -0.59844947 |
| wind_direction | 0.58763933 |
| wind_speed | -0.019398335 |
| observation/ | |
| HVAC_electricity_demand_rate | 360.88785 |
| air_humidity | 19.236084 |
| air_temperature | 23.249588 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 119.0 |
| direct_solar_radiation | 920.0 |
| hour | 12.0 |
| htg_setpoint | 13.511085 |
| month | 4.0 |
| outdoor_humidity | 35.5 |
| outdoor_temperature | 9.873981 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 324802.34 |
| wind_direction | 245.0 |
| wind_speed | 4.9 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 26%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.49064153 |
| air_humidity | -0.9438147 |
| air_temperature | 0.40659174 |
| clg_setpoint | -1.113275 |
| co2_emission | 0.0 |
| day_of_month | -1.3245832 |
| diffuse_solar_radiation | 1.7236311 |
| direct_solar_radiation | 2.1025128 |
| hour | 0.21704221 |
| htg_setpoint | -1.3962753 |
| month | -0.6165954 |
| outdoor_humidity | -1.1174111 |
| outdoor_temperature | -0.03541521 |
| people_occupant | 1.2174159 |
| total_electricity_HVAC | -0.50398916 |
| wind_direction | 0.1149772 |
| wind_speed | 0.51648176 |
| observation/ | |
| HVAC_electricity_demand_rate | 803.80914 |
| air_humidity | 24.310068 |
| air_temperature | 23.249449 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 239.0 |
| direct_solar_radiation | 674.0 |
| hour | 13.0 |
| htg_setpoint | 12.0 |
| month | 4.0 |
| outdoor_humidity | 45.0 |
| outdoor_temperature | 11.423933 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 723428.25 |
| wind_direction | 195.0 |
| wind_speed | 6.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 26%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.08666387 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.137516 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4417937 |
| air_humidity | 0.69806385 |
| air_temperature | 0.40681723 |
| clg_setpoint | -1.1130749 |
| co2_emission | 0.0 |
| day_of_month | -1.2096317 |
| diffuse_solar_radiation | 1.2595267 |
| direct_solar_radiation | -0.6078814 |
| hour | 0.36150318 |
| htg_setpoint | 0.6669663 |
| month | -0.6162228 |
| outdoor_humidity | 0.1753528 |
| outdoor_temperature | 0.34710252 |
| people_occupant | 1.6936201 |
| total_electricity_HVAC | -0.4574855 |
| wind_direction | 0.49301708 |
| wind_speed | 0.083860226 |
| observation/ | |
| HVAC_electricity_demand_rate | 1021.706 |
| air_humidity | 45.526287 |
| air_temperature | 23.249783 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 194.0 |
| direct_solar_radiation | 0.0 |
| hour | 14.0 |
| htg_setpoint | 20.58365 |
| month | 4.0 |
| outdoor_humidity | 72.0 |
| outdoor_temperature | 15.183521 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 919535.4 |
| wind_direction | 235.0 |
| wind_speed | 5.15 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 26%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.31984913 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 15.825849 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.46134183 |
| air_humidity | -0.07128083 |
| air_temperature | 0.8508458 |
| clg_setpoint | -0.354484 |
| co2_emission | 0.0 |
| day_of_month | -1.0949814 |
| diffuse_solar_radiation | 1.0328345 |
| direct_solar_radiation | 1.2049942 |
| hour | 0.5059628 |
| htg_setpoint | 1.1867164 |
| month | -0.61585087 |
| outdoor_humidity | 0.031209072 |
| outdoor_temperature | 0.6105149 |
| people_occupant | -0.6892793 |
| total_electricity_HVAC | -0.4374133 |
| wind_direction | 0.0671433 |
| wind_speed | 0.6201456 |
| observation/ | |
| HVAC_electricity_demand_rate | 933.6976 |
| air_humidity | 35.595768 |
| air_temperature | 23.884384 |
| clg_setpoint | 25.230772 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 172.0 |
| direct_solar_radiation | 451.0 |
| hour | 15.0 |
| htg_setpoint | 22.746296 |
| month | 4.0 |
| outdoor_humidity | 69.0 |
| outdoor_temperature | 17.773151 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1003736.3 |
| wind_direction | 190.0 |
| wind_speed | 6.45 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 26%
| action_network/ | |
| Cooling_Setpoint_RL | 0.011698544 |
| Heating_Setpoint_RL | -0.49056232 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.664482 |
| Heating_Setpoint_RL | 14.865587 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.18178183 |
| air_humidity | -0.40751347 |
| air_temperature | 1.0654105 |
| clg_setpoint | -0.30900237 |
| co2_emission | 0.0 |
| day_of_month | -0.9805766 |
| diffuse_solar_radiation | 0.62074256 |
| direct_solar_radiation | 0.8301004 |
| hour | 0.6504198 |
| htg_setpoint | -1.3964511 |
| month | -0.61547965 |
| outdoor_humidity | -1.5491493 |
| outdoor_temperature | 1.4245553 |
| people_occupant | -0.68883497 |
| total_electricity_HVAC | -0.13150097 |
| wind_direction | 0.63430154 |
| wind_speed | 0.72356033 |
| observation/ | |
| HVAC_electricity_demand_rate | 2181.4373 |
| air_humidity | 31.259357 |
| air_temperature | 24.191092 |
| clg_setpoint | 25.35072 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 132.0 |
| direct_solar_radiation | 358.0 |
| hour | 16.0 |
| htg_setpoint | 12.0 |
| month | 4.0 |
| outdoor_humidity | 36.0 |
| outdoor_temperature | 25.778727 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2294720.8 |
| wind_direction | 250.0 |
| wind_speed | 6.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 27%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.45700938 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 20.195679 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.49287695 |
| air_humidity | 0.48706317 |
| air_temperature | 0.42541742 |
| clg_setpoint | -1.1136322 |
| co2_emission | 0.0 |
| day_of_month | -0.8663671 |
| diffuse_solar_radiation | 0.012180272 |
| direct_solar_radiation | -0.60038537 |
| hour | 0.79487246 |
| htg_setpoint | 1.1955276 |
| month | -0.6151091 |
| outdoor_humidity | 0.0797665 |
| outdoor_temperature | 0.17258029 |
| people_occupant | 1.6948013 |
| total_electricity_HVAC | -0.50609773 |
| wind_direction | 0.019045852 |
| wind_speed | 0.084602974 |
| observation/ | |
| HVAC_electricity_demand_rate | 791.837 |
| air_humidity | 42.814568 |
| air_temperature | 23.276638 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 73.0 |
| direct_solar_radiation | 2.0 |
| hour | 17.0 |
| htg_setpoint | 22.781818 |
| month | 4.0 |
| outdoor_humidity | 70.0 |
| outdoor_temperature | 13.480898 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 712653.25 |
| wind_direction | 185.0 |
| wind_speed | 5.15 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 27%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.21805373 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.851551 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.55542153 |
| air_humidity | 1.386591 |
| air_temperature | 0.4068183 |
| clg_setpoint | -1.1134392 |
| co2_emission | 0.0 |
| day_of_month | -0.75230896 |
| diffuse_solar_radiation | -0.7402762 |
| direct_solar_radiation | -0.6085325 |
| hour | 0.9393187 |
| htg_setpoint | 0.68786675 |
| month | -0.6147392 |
| outdoor_humidity | 0.82182056 |
| outdoor_temperature | 0.44887453 |
| people_occupant | 0.5026372 |
| total_electricity_HVAC | -0.5822137 |
| wind_direction | 0.019002788 |
| wind_speed | -0.76078355 |
| observation/ | |
| HVAC_electricity_demand_rate | 513.14435 |
| air_humidity | 54.441116 |
| air_temperature | 23.250128 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 20.67056 |
| month | 4.0 |
| outdoor_humidity | 85.5 |
| outdoor_temperature | 16.197859 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 391793.94 |
| wind_direction | 185.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 27%
| action_network/ | |
| Cooling_Setpoint_RL | -0.10077599 |
| Heating_Setpoint_RL | -0.36314481 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.284882 |
| Heating_Setpoint_RL | 15.582311 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.53152 |
| air_humidity | 0.27263966 |
| air_temperature | 0.71496737 |
| clg_setpoint | -0.6378633 |
| co2_emission | 0.0 |
| day_of_month | -0.63836426 |
| diffuse_solar_radiation | -0.74035144 |
| direct_solar_radiation | -0.6086931 |
| hour | 1.0837561 |
| htg_setpoint | -0.055459075 |
| month | -0.61437 |
| outdoor_humidity | -1.7405179 |
| outdoor_temperature | 0.76128966 |
| people_occupant | -0.4509444 |
| total_electricity_HVAC | -0.5428844 |
| wind_direction | 0.9654222 |
| wind_speed | 2.2081401 |
| observation/ | |
| HVAC_electricity_demand_rate | 620.5059 |
| air_humidity | 40.069782 |
| air_temperature | 23.690386 |
| clg_setpoint | 24.491114 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 17.579048 |
| month | 4.0 |
| outdoor_humidity | 32.0 |
| outdoor_temperature | 19.270967 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 558455.3 |
| wind_direction | 285.0 |
| wind_speed | 10.3 |
| train/ | |
| approx_kl | 0.009243434 |
| clip_fraction | 0.0763 |
| clip_range | 0.2 |
| entropy_loss | -2.51 |
| explained_variance | 0.772 |
| learning_rate | 0.0003 |
| loss | 0.584 |
| n_updates | 560 |
| policy_gradient_loss | -0.0133 |
| std | 0.84 |
| value_loss | 1.43 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 28%
| action_network/ | |
| Cooling_Setpoint_RL | -0.44117832 |
| Heating_Setpoint_RL | -0.9461676 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.136023 |
| Heating_Setpoint_RL | 12.302807 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6508474 |
| air_humidity | -1.8350009 |
| air_temperature | 0.08797747 |
| clg_setpoint | -0.89015365 |
| co2_emission | 0.0 |
| day_of_month | -0.52450067 |
| diffuse_solar_radiation | -0.74042374 |
| direct_solar_radiation | -0.60889417 |
| hour | 1.2281816 |
| htg_setpoint | -1.3958026 |
| month | -0.6140014 |
| outdoor_humidity | -2.5018075 |
| outdoor_temperature | -0.30557504 |
| people_occupant | -0.45112473 |
| total_electricity_HVAC | -0.6564428 |
| wind_direction | 1.4374584 |
| wind_speed | 1.461186 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 12.830793 |
| air_temperature | 22.794975 |
| clg_setpoint | 23.832355 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 12.0 |
| month | 4.0 |
| outdoor_humidity | 16.0 |
| outdoor_temperature | 8.7938 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 335.0 |
| wind_speed | 8.5 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 28%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.6814583 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.791797 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.65060055 |
| air_humidity | -1.7048683 |
| air_temperature | -0.56817675 |
| clg_setpoint | -0.761565 |
| co2_emission | 0.0 |
| day_of_month | -0.41069165 |
| diffuse_solar_radiation | -0.7403668 |
| direct_solar_radiation | -0.60902673 |
| hour | 1.372592 |
| htg_setpoint | -0.60927886 |
| month | -0.6136335 |
| outdoor_humidity | -1.6841791 |
| outdoor_temperature | -0.45132098 |
| people_occupant | -0.68959254 |
| total_electricity_HVAC | -0.65619457 |
| wind_direction | -0.31381267 |
| wind_speed | -1.0705545 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 14.471849 |
| air_temperature | 21.857574 |
| clg_setpoint | 24.167503 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 15.269693 |
| month | 4.0 |
| outdoor_humidity | 33.0 |
| outdoor_temperature | 7.36098 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 150.0 |
| wind_speed | 2.35 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 28%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.65051115 |
| air_humidity | -1.1608106 |
| air_temperature | -0.59294134 |
| clg_setpoint | 1.4724038 |
| co2_emission | 0.0 |
| day_of_month | -0.29691625 |
| diffuse_solar_radiation | -0.7404343 |
| direct_solar_radiation | -0.6086988 |
| hour | 1.5169835 |
| htg_setpoint | -1.3950524 |
| month | -0.6132663 |
| outdoor_humidity | 1.3483251 |
| outdoor_temperature | -0.7067681 |
| people_occupant | -0.6891502 |
| total_electricity_HVAC | -0.656103 |
| wind_direction | -1.0710285 |
| wind_speed | 0.30866694 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 21.482252 |
| air_temperature | 21.821539 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 12.0 |
| month | 4.0 |
| outdoor_humidity | 96.5 |
| outdoor_temperature | 4.851196 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 70.0 |
| wind_speed | 5.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 28%
| action_network/ | |
| Cooling_Setpoint_RL | -0.47187102 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.032434 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.1977205 |
| air_humidity | -0.6220672 |
| air_temperature | -1.507638 |
| clg_setpoint | 0.6449467 |
| co2_emission | 0.0 |
| day_of_month | -0.18315923 |
| diffuse_solar_radiation | -0.7405109 |
| direct_solar_radiation | -0.6087905 |
| hour | 1.6613519 |
| htg_setpoint | 0.44819385 |
| month | -0.6128997 |
| outdoor_humidity | 0.822796 |
| outdoor_temperature | -0.62986463 |
| people_occupant | -0.6887087 |
| total_electricity_HVAC | -0.22514847 |
| wind_direction | -0.73924816 |
| wind_speed | -0.9677133 |
| observation/ | |
| HVAC_electricity_demand_rate | 2106.5903 |
| air_humidity | 28.440065 |
| air_temperature | 20.515554 |
| clg_setpoint | 27.841171 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 19.668053 |
| month | 4.0 |
| outdoor_humidity | 85.5 |
| outdoor_temperature | 5.6029983 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1895931.4 |
| wind_direction | 105.0 |
| wind_speed | 2.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 29%
| action_network/ | |
| Cooling_Setpoint_RL | -0.011381835 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.586586 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6502579 |
| air_humidity | 1.6578714 |
| air_temperature | -1.216219 |
| clg_setpoint | 1.4717661 |
| co2_emission | 0.0 |
| day_of_month | 0.044352487 |
| diffuse_solar_radiation | -0.74054325 |
| direct_solar_radiation | -0.60842836 |
| hour | -1.6612723 |
| htg_setpoint | -0.66338855 |
| month | -0.6125338 |
| outdoor_humidity | 1.251127 |
| outdoor_temperature | -0.15903912 |
| people_occupant | -0.6888599 |
| total_electricity_HVAC | -0.6558378 |
| wind_direction | 0.8230808 |
| wind_speed | 0.41216376 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 57.940693 |
| air_temperature | 20.9318 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 15.045432 |
| month | 4.0 |
| outdoor_humidity | 94.5 |
| outdoor_temperature | 10.218526 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 270.0 |
| wind_speed | 5.95 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 29%
| action_network/ | |
| Cooling_Setpoint_RL | -0.10842759 |
| Heating_Setpoint_RL | -0.75694895 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.259056 |
| Heating_Setpoint_RL | 13.367163 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.2665144 |
| air_humidity | 0.82106805 |
| air_temperature | 0.40818873 |
| clg_setpoint | -0.87680113 |
| co2_emission | 0.0 |
| day_of_month | 0.15814173 |
| diffuse_solar_radiation | -0.7405902 |
| direct_solar_radiation | -0.60863686 |
| hour | -1.5167172 |
| htg_setpoint | 1.3087659 |
| month | -0.6121685 |
| outdoor_humidity | 0.65444106 |
| outdoor_temperature | 0.335764 |
| people_occupant | -0.68901086 |
| total_electricity_HVAC | 0.21666248 |
| wind_direction | -1.7340677 |
| wind_speed | -2.0388744 |
| observation/ | |
| HVAC_electricity_demand_rate | 4177.291 |
| air_humidity | 47.12678 |
| air_temperature | 23.24985 |
| clg_setpoint | 23.867424 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 4.0 |
| outdoor_humidity | 82.0 |
| outdoor_temperature | 15.073835 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3759562.0 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 29%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.3323376 |
| air_humidity | 0.73205096 |
| air_temperature | 0.3379178 |
| clg_setpoint | 0.18053217 |
| co2_emission | 0.0 |
| day_of_month | 0.2719236 |
| diffuse_solar_radiation | -0.74068046 |
| direct_solar_radiation | -0.60833 |
| hour | -1.3721855 |
| htg_setpoint | 1.308053 |
| month | -0.6118039 |
| outdoor_humidity | 1.107161 |
| outdoor_temperature | -0.3963672 |
| people_occupant | -0.68916154 |
| total_electricity_HVAC | 2.4320126 |
| wind_direction | -1.1177511 |
| wind_speed | 0.08299174 |
| observation/ | |
| HVAC_electricity_demand_rate | 13390.97 |
| air_humidity | 45.985523 |
| air_temperature | 23.149668 |
| clg_setpoint | 26.62793 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 23.25 |
| month | 4.0 |
| outdoor_humidity | 91.5 |
| outdoor_temperature | 7.897754 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 13103618.0 |
| wind_direction | 65.0 |
| wind_speed | 5.15 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 30%
| action_network/ | |
| Cooling_Setpoint_RL | 0.28581166 |
| Heating_Setpoint_RL | -0.59919 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.589615 |
| Heating_Setpoint_RL | 14.254557 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.126264 |
| air_humidity | -0.09942505 |
| air_temperature | 0.20089795 |
| clg_setpoint | 1.4717128 |
| co2_emission | 0.0 |
| day_of_month | 0.38568962 |
| diffuse_solar_radiation | -0.74074465 |
| direct_solar_radiation | -0.6079692 |
| hour | -1.2276727 |
| htg_setpoint | 1.3076826 |
| month | -0.61143994 |
| outdoor_humidity | 0.12807496 |
| outdoor_temperature | -0.9387914 |
| people_occupant | -0.689312 |
| total_electricity_HVAC | 2.0970895 |
| wind_direction | -1.3059344 |
| wind_speed | -0.34986833 |
| observation/ | |
| HVAC_electricity_demand_rate | 12471.479 |
| air_humidity | 35.231457 |
| air_temperature | 22.954227 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 23.25 |
| month | 4.0 |
| outdoor_humidity | 71.0 |
| outdoor_temperature | 2.5810127 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 11691008.0 |
| wind_direction | 45.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 30%
| action_network/ | |
| Cooling_Setpoint_RL | -0.66566116 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.378393 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6502143 |
| air_humidity | -0.5149553 |
| air_temperature | -0.84585625 |
| clg_setpoint | 0.81352955 |
| co2_emission | 0.0 |
| day_of_month | 0.49942577 |
| diffuse_solar_radiation | -0.7408093 |
| direct_solar_radiation | -0.6080876 |
| hour | -1.0831751 |
| htg_setpoint | -1.3960296 |
| month | -0.6110766 |
| outdoor_humidity | -0.25362355 |
| outdoor_temperature | -0.50193983 |
| people_occupant | -0.6894622 |
| total_electricity_HVAC | -0.6557569 |
| wind_direction | -0.8795903 |
| wind_speed | -0.24669394 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 29.852835 |
| air_temperature | 21.461992 |
| clg_setpoint | 28.280468 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 12.0 |
| month | 4.0 |
| outdoor_humidity | 63.0 |
| outdoor_temperature | 6.8572807 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 90.0 |
| wind_speed | 4.35 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 30%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.22167626 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 18.87193 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.36985338 |
| air_humidity | -0.37708163 |
| air_temperature | -0.53536147 |
| clg_setpoint | 0.26525047 |
| co2_emission | 0.0 |
| day_of_month | 0.61311257 |
| diffuse_solar_radiation | -0.6068923 |
| direct_solar_radiation | -0.60772765 |
| hour | -0.93868935 |
| htg_setpoint | 0.9839424 |
| month | -0.61071396 |
| outdoor_humidity | 1.3227513 |
| outdoor_temperature | -0.7538734 |
| people_occupant | -0.68902266 |
| total_electricity_HVAC | 0.10286509 |
| wind_direction | -1.4941882 |
| wind_speed | 2.2059898 |
| observation/ | |
| HVAC_electricity_demand_rate | 4636.7534 |
| air_humidity | 31.631735 |
| air_temperature | 21.904263 |
| clg_setpoint | 26.850426 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 13.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 21.903519 |
| month | 4.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 4.3890996 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3278551.2 |
| wind_direction | 25.0 |
| wind_speed | 10.3 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 31%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.5519797 |
| air_humidity | -0.3135423 |
| air_temperature | -0.42479816 |
| clg_setpoint | 1.056504 |
| co2_emission | 0.0 |
| day_of_month | 0.7267252 |
| diffuse_solar_radiation | -0.1636906 |
| direct_solar_radiation | -0.60736835 |
| hour | -0.79421246 |
| htg_setpoint | 1.0217142 |
| month | -0.6103519 |
| outdoor_humidity | 1.17813 |
| outdoor_temperature | -0.7143539 |
| people_occupant | -0.68858397 |
| total_electricity_HVAC | 1.765897 |
| wind_direction | 0.636063 |
| wind_speed | 1.0295432 |
| observation/ | |
| HVAC_electricity_demand_rate | 9912.809 |
| air_humidity | 32.45116 |
| air_temperature | 22.061176 |
| clg_setpoint | 28.920172 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 56.0 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 22.061134 |
| month | 4.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 4.773507 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 10297636.0 |
| wind_direction | 250.0 |
| wind_speed | 7.45 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 31%
| action_network/ | |
| Cooling_Setpoint_RL | 0.7728301 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.233301 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.633908 |
| air_humidity | -0.14624408 |
| air_temperature | -0.45695117 |
| clg_setpoint | 1.1797904 |
| co2_emission | 0.0 |
| day_of_month | 0.8402335 |
| diffuse_solar_radiation | 0.042226225 |
| direct_solar_radiation | 2.329074 |
| hour | -0.649742 |
| htg_setpoint | -1.0362458 |
| month | -0.60999054 |
| outdoor_humidity | -0.23141189 |
| outdoor_temperature | -0.1636535 |
| people_occupant | -0.68873435 |
| total_electricity_HVAC | -0.6390969 |
| wind_direction | 0.5882423 |
| wind_speed | -0.022058593 |
| observation/ | |
| HVAC_electricity_demand_rate | 159.55258 |
| air_humidity | 34.612644 |
| air_temperature | 22.015625 |
| clg_setpoint | 29.242104 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 76.0 |
| direct_solar_radiation | 731.0 |
| hour | 7.0 |
| htg_setpoint | 13.496927 |
| month | 4.0 |
| outdoor_humidity | 63.5 |
| outdoor_temperature | 10.161991 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 148358.62 |
| wind_direction | 245.0 |
| wind_speed | 4.9 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 31%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.056112885 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.940636 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5446627 |
| air_humidity | 0.24691273 |
| air_temperature | 0.4094409 |
| clg_setpoint | -1.1134822 |
| co2_emission | 0.0 |
| day_of_month | 0.95360184 |
| diffuse_solar_radiation | 1.2999997 |
| direct_solar_radiation | 1.0462931 |
| hour | -0.5052758 |
| htg_setpoint | 1.3075498 |
| month | -0.6096298 |
| outdoor_humidity | 0.34205434 |
| outdoor_temperature | -0.08228143 |
| people_occupant | 1.6948413 |
| total_electricity_HVAC | -0.4645122 |
| wind_direction | -0.5010524 |
| wind_speed | -0.8668767 |
| observation/ | |
| HVAC_electricity_demand_rate | 557.3583 |
| air_humidity | 39.6912 |
| air_temperature | 23.249825 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 198.0 |
| direct_solar_radiation | 412.0 |
| hour | 8.0 |
| htg_setpoint | 23.25 |
| month | 4.0 |
| outdoor_humidity | 75.5 |
| outdoor_temperature | 10.958495 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 884661.44 |
| wind_direction | 130.0 |
| wind_speed | 2.85 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 31%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.20148318 |
| air_humidity | 0.5864595 |
| air_temperature | 0.40883482 |
| clg_setpoint | -1.1131744 |
| co2_emission | 0.0 |
| day_of_month | 1.0667896 |
| diffuse_solar_radiation | 0.9697242 |
| direct_solar_radiation | 2.5037277 |
| hour | -0.36081216 |
| htg_setpoint | -0.7501919 |
| month | -0.6092697 |
| outdoor_humidity | -0.6625401 |
| outdoor_temperature | 0.5800992 |
| people_occupant | 1.6943547 |
| total_electricity_HVAC | -0.21545994 |
| wind_direction | -1.732393 |
| wind_speed | 1.2561336 |
| observation/ | |
| HVAC_electricity_demand_rate | 2087.4602 |
| air_humidity | 44.082508 |
| air_temperature | 23.249008 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 166.0 |
| direct_solar_radiation | 775.0 |
| hour | 9.0 |
| htg_setpoint | 14.688022 |
| month | 4.0 |
| outdoor_humidity | 54.5 |
| outdoor_temperature | 17.43353 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1934835.1 |
| wind_direction | 0.0 |
| wind_speed | 8.0 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 32%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.9906079 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.19717 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.13769016 |
| air_humidity | 0.6816726 |
| air_temperature | 0.40834334 |
| clg_setpoint | -1.1128129 |
| co2_emission | 0.0 |
| day_of_month | 1.179751 |
| diffuse_solar_radiation | 3.9782193 |
| direct_solar_radiation | 1.0017316 |
| hour | -0.2163499 |
| htg_setpoint | 0.28459638 |
| month | -0.6089102 |
| outdoor_humidity | -0.5428782 |
| outdoor_temperature | 0.5674669 |
| people_occupant | 1.6938692 |
| total_electricity_HVAC | -0.1680681 |
| wind_direction | 0.067809984 |
| wind_speed | -0.3509968 |
| observation/ | |
| HVAC_electricity_demand_rate | 2371.9426 |
| air_humidity | 45.31305 |
| air_temperature | 23.24838 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 458.0 |
| direct_solar_radiation | 401.0 |
| hour | 10.0 |
| htg_setpoint | 18.994354 |
| month | 4.0 |
| outdoor_humidity | 57.0 |
| outdoor_temperature | 17.311382 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2134748.5 |
| wind_direction | 190.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 32%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.20387834 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.478184 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6333238 |
| air_humidity | 0.50953966 |
| air_temperature | -0.069065705 |
| clg_setpoint | -1.1124911 |
| co2_emission | 0.0 |
| day_of_month | 1.2924353 |
| diffuse_solar_radiation | 4.128589 |
| direct_solar_radiation | -0.1499824 |
| hour | -0.07188815 |
| htg_setpoint | 0.88382107 |
| month | -0.6085514 |
| outdoor_humidity | 0.078703694 |
| outdoor_temperature | 0.48692194 |
| people_occupant | -0.68933344 |
| total_electricity_HVAC | -0.6396417 |
| wind_direction | 0.3993754 |
| wind_speed | -0.35102624 |
| observation/ | |
| HVAC_electricity_demand_rate | 162.12741 |
| air_humidity | 43.094173 |
| air_temperature | 22.569092 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 473.0 |
| direct_solar_radiation | 114.0 |
| hour | 11.0 |
| htg_setpoint | 21.48875 |
| month | 4.0 |
| outdoor_humidity | 70.0 |
| outdoor_temperature | 16.524801 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 145914.67 |
| wind_direction | 225.0 |
| wind_speed | 4.1 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 32%
| action_network/ | |
| Cooling_Setpoint_RL | -0.6110939 |
| Heating_Setpoint_RL | -0.44773996 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.562557 |
| Heating_Setpoint_RL | 15.1064625 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5829392 |
| air_humidity | -0.2786571 |
| air_temperature | 0.28187823 |
| clg_setpoint | -1.1127219 |
| co2_emission | 0.0 |
| day_of_month | 1.4047871 |
| diffuse_solar_radiation | 1.0293775 |
| direct_solar_radiation | 2.4696875 |
| hour | 0.0725735 |
| htg_setpoint | -1.3964428 |
| month | -0.6081932 |
| outdoor_humidity | -1.1171429 |
| outdoor_temperature | 0.71501625 |
| people_occupant | -0.68889666 |
| total_electricity_HVAC | -0.5127936 |
| wind_direction | -0.689957 |
| wind_speed | 1.3603767 |
| observation/ | |
| HVAC_electricity_demand_rate | 385.92224 |
| air_humidity | 32.936073 |
| air_temperature | 23.068476 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 172.0 |
| direct_solar_radiation | 767.0 |
| hour | 12.0 |
| htg_setpoint | 12.0 |
| month | 4.0 |
| outdoor_humidity | 45.0 |
| outdoor_temperature | 18.75522 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 679980.2 |
| wind_direction | 110.0 |
| wind_speed | 8.25 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 32%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.11327016 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.987856 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6335677 |
| air_humidity | 0.42866734 |
| air_temperature | 1.2281002 |
| clg_setpoint | -0.66723406 |
| co2_emission | 0.0 |
| day_of_month | 1.516746 |
| diffuse_solar_radiation | 1.728893 |
| direct_solar_radiation | -0.60769427 |
| hour | 0.21703506 |
| htg_setpoint | 0.48334846 |
| month | -0.60783565 |
| outdoor_humidity | 0.3419525 |
| outdoor_temperature | 0.16248693 |
| people_occupant | 1.2184488 |
| total_electricity_HVAC | -0.625289 |
| wind_direction | -0.6420754 |
| wind_speed | -0.02102481 |
| observation/ | |
| HVAC_electricity_demand_rate | 159.6912 |
| air_humidity | 42.056503 |
| air_temperature | 24.41384 |
| clg_setpoint | 24.413996 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 240.0 |
| direct_solar_radiation | 0.0 |
| hour | 13.0 |
| htg_setpoint | 19.822876 |
| month | 4.0 |
| outdoor_humidity | 75.5 |
| outdoor_temperature | 13.359347 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 205175.84 |
| wind_direction | 115.0 |
| wind_speed | 4.9 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 33%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.43819463 |
| air_humidity | 2.2651706 |
| air_temperature | 0.4088572 |
| clg_setpoint | -1.11253 |
| co2_emission | 0.0 |
| day_of_month | 1.6282481 |
| diffuse_solar_radiation | 0.720246 |
| direct_solar_radiation | -0.6073375 |
| hour | 0.3614961 |
| htg_setpoint | 0.8197355 |
| month | -0.6074787 |
| outdoor_humidity | 1.2739321 |
| outdoor_temperature | 0.46073523 |
| people_occupant | 1.694789 |
| total_electricity_HVAC | -0.45399976 |
| wind_direction | 1.6337756 |
| wind_speed | -0.76275 |
| observation/ | |
| HVAC_electricity_demand_rate | 1029.9443 |
| air_humidity | 65.75197 |
| air_temperature | 23.249094 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 142.0 |
| direct_solar_radiation | 0.0 |
| hour | 14.0 |
| htg_setpoint | 21.22511 |
| month | 4.0 |
| outdoor_humidity | 95.0 |
| outdoor_temperature | 16.269358 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 926949.94 |
| wind_direction | 355.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 33%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.27182215 |
| air_humidity | -0.9911825 |
| air_temperature | 0.40857506 |
| clg_setpoint | -1.1122885 |
| co2_emission | 0.0 |
| day_of_month | -1.6714269 |
| diffuse_solar_radiation | 2.2832031 |
| direct_solar_radiation | 0.103040114 |
| hour | 0.50595576 |
| htg_setpoint | -1.1180427 |
| month | -0.3219029 |
| outdoor_humidity | -1.8590742 |
| outdoor_temperature | 0.42836118 |
| people_occupant | 1.694305 |
| total_electricity_HVAC | -0.29571766 |
| wind_direction | -0.54597014 |
| wind_speed | 0.7227606 |
| observation/ | |
| HVAC_electricity_demand_rate | 1770.8137 |
| air_humidity | 23.762506 |
| air_temperature | 23.24879 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 294.0 |
| direct_solar_radiation | 177.0 |
| hour | 15.0 |
| htg_setpoint | 13.161798 |
| month | 5.0 |
| outdoor_humidity | 29.5 |
| outdoor_temperature | 15.9528055 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1593732.4 |
| wind_direction | 125.0 |
| wind_speed | 6.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 33%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.08099061 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.080572 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.31916386 |
| air_humidity | -0.7267044 |
| air_temperature | 0.40848768 |
| clg_setpoint | -1.1120176 |
| co2_emission | 0.0 |
| day_of_month | -1.5552768 |
| diffuse_solar_radiation | 0.7496584 |
| direct_solar_radiation | 1.2825763 |
| hour | 0.65041286 |
| htg_setpoint | -0.9542953 |
| month | -0.3217508 |
| outdoor_humidity | -1.6663461 |
| outdoor_temperature | 0.42898646 |
| people_occupant | 1.693822 |
| total_electricity_HVAC | -0.34074304 |
| wind_direction | -0.7819084 |
| wind_speed | 1.6919811 |
| observation/ | |
| HVAC_electricity_demand_rate | 1559.3961 |
| air_humidity | 27.168116 |
| air_temperature | 23.248507 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 145.0 |
| direct_solar_radiation | 471.0 |
| hour | 16.0 |
| htg_setpoint | 13.842133 |
| month | 5.0 |
| outdoor_humidity | 33.5 |
| outdoor_temperature | 15.9578085 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1403456.5 |
| wind_direction | 100.0 |
| wind_speed | 9.05 |
| train/ | |
| approx_kl | 0.009957332 |
| clip_fraction | 0.0927 |
| clip_range | 0.2 |
| entropy_loss | -2.49 |
| explained_variance | 0.727 |
| learning_rate | 0.0003 |
| loss | 0.153 |
| n_updates | 570 |
| policy_gradient_loss | -0.0116 |
| std | 0.84 |
| value_loss | 0.688 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 34%
| action_network/ | |
| Cooling_Setpoint_RL | -0.9289365 |
| Heating_Setpoint_RL | -0.8403565 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.48984 |
| Heating_Setpoint_RL | 12.897995 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.49974585 |
| air_humidity | -0.06578948 |
| air_temperature | 0.40891242 |
| clg_setpoint | -1.1119448 |
| co2_emission | 0.0 |
| day_of_month | -1.4396119 |
| diffuse_solar_radiation | 0.25573668 |
| direct_solar_radiation | -0.45086485 |
| hour | 0.7948658 |
| htg_setpoint | -0.9319628 |
| month | -0.32159892 |
| outdoor_humidity | -0.5426111 |
| outdoor_temperature | 0.13957526 |
| people_occupant | 1.6933402 |
| total_electricity_HVAC | -0.51251876 |
| wind_direction | -1.5857285 |
| wind_speed | 1.3592898 |
| observation/ | |
| HVAC_electricity_demand_rate | 754.6881 |
| air_humidity | 35.69028 |
| air_temperature | 23.249212 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 97.0 |
| direct_solar_radiation | 39.0 |
| hour | 17.0 |
| htg_setpoint | 13.93605 |
| month | 5.0 |
| outdoor_humidity | 57.0 |
| outdoor_temperature | 13.135642 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 679219.3 |
| wind_direction | 15.0 |
| wind_speed | 8.25 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 34%
| action_network/ | |
| Cooling_Setpoint_RL | 0.6575051 |
| Heating_Setpoint_RL | 0.070265025 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.84408 |
| Heating_Setpoint_RL | 18.02024 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6495857 |
| air_humidity | 1.8281255 |
| air_temperature | 0.21654111 |
| clg_setpoint | -0.050940573 |
| co2_emission | 0.0 |
| day_of_month | -1.3243593 |
| diffuse_solar_radiation | -0.567276 |
| direct_solar_radiation | -0.45851094 |
| hour | 0.9393124 |
| htg_setpoint | -0.54993534 |
| month | -0.32144725 |
| outdoor_humidity | 0.86782044 |
| outdoor_temperature | 0.5842815 |
| people_occupant | -0.6892062 |
| total_electricity_HVAC | -0.65505797 |
| wind_direction | -0.4005008 |
| wind_speed | -1.0722507 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 60.10905 |
| air_temperature | 22.975803 |
| clg_setpoint | 26.023499 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 17.0 |
| direct_solar_radiation | 37.0 |
| hour | 18.0 |
| htg_setpoint | 15.527236 |
| month | 5.0 |
| outdoor_humidity | 86.5 |
| outdoor_temperature | 17.46951 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 140.0 |
| wind_speed | 2.35 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 34%
| action_network/ | |
| Cooling_Setpoint_RL | -0.62601316 |
| Heating_Setpoint_RL | 0.120524734 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.512205 |
| Heating_Setpoint_RL | 18.302952 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6495221 |
| air_humidity | 1.0855571 |
| air_temperature | 0.53572434 |
| clg_setpoint | 0.85435003 |
| co2_emission | 0.0 |
| day_of_month | -1.2094523 |
| diffuse_solar_radiation | -0.74224305 |
| direct_solar_radiation | -0.60697687 |
| hour | 1.0837502 |
| htg_setpoint | 0.52597487 |
| month | -0.3212958 |
| outdoor_humidity | 1.0106994 |
| outdoor_temperature | 0.26650304 |
| people_occupant | -0.68877214 |
| total_electricity_HVAC | -0.65500057 |
| wind_direction | -0.35294512 |
| wind_speed | -0.8653766 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 50.55985 |
| air_temperature | 23.429195 |
| clg_setpoint | 28.389765 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 20.007671 |
| month | 5.0 |
| outdoor_humidity | 89.5 |
| outdoor_temperature | 14.377067 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 145.0 |
| wind_speed | 2.85 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 34%
| action_network/ | |
| Cooling_Setpoint_RL | 0.5882558 |
| Heating_Setpoint_RL | 0.029887676 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.610363 |
| Heating_Setpoint_RL | 17.793118 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6495344 |
| air_humidity | 1.6130354 |
| air_temperature | 0.21810769 |
| clg_setpoint | 0.49626562 |
| co2_emission | 0.0 |
| day_of_month | -1.0948309 |
| diffuse_solar_radiation | -0.74223465 |
| direct_solar_radiation | -0.6066731 |
| hour | 1.2281766 |
| htg_setpoint | -1.2549338 |
| month | -0.32114455 |
| outdoor_humidity | 1.2489661 |
| outdoor_temperature | 0.18501428 |
| people_occupant | -0.45053992 |
| total_electricity_HVAC | -0.6550116 |
| wind_direction | -0.82613397 |
| wind_speed | -0.45258737 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 57.384106 |
| air_temperature | 22.978624 |
| clg_setpoint | 27.45419 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 12.597613 |
| month | 5.0 |
| outdoor_humidity | 94.5 |
| outdoor_temperature | 13.584944 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 95.0 |
| wind_speed | 3.85 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 35%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.69254434 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 21.520561 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6495481 |
| air_humidity | 1.960807 |
| air_temperature | -0.03939618 |
| clg_setpoint | 1.470235 |
| co2_emission | 0.0 |
| day_of_month | -0.98044133 |
| diffuse_solar_radiation | -0.7423219 |
| direct_solar_radiation | -0.6063301 |
| hour | 1.372588 |
| htg_setpoint | -0.37870237 |
| month | -0.3209935 |
| outdoor_humidity | 1.4147575 |
| outdoor_temperature | 0.10051798 |
| people_occupant | -0.6890691 |
| total_electricity_HVAC | -0.65502316 |
| wind_direction | -0.7780525 |
| wind_speed | 0.9286463 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 61.90262 |
| air_temperature | 22.613688 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 16.248093 |
| month | 5.0 |
| outdoor_humidity | 98.0 |
| outdoor_temperature | 12.762976 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 100.0 |
| wind_speed | 7.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 35%
| action_network/ | |
| Cooling_Setpoint_RL | -0.3742083 |
| Heating_Setpoint_RL | 0.31551394 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.362047 |
| Heating_Setpoint_RL | 19.399765 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.7261644 |
| air_humidity | 1.6984448 |
| air_temperature | 0.40911698 |
| clg_setpoint | 0.5550396 |
| co2_emission | 0.0 |
| day_of_month | -0.8662357 |
| diffuse_solar_radiation | -0.742437 |
| direct_solar_radiation | -0.6059927 |
| hour | 1.516981 |
| htg_setpoint | 1.3024805 |
| month | -0.3208427 |
| outdoor_humidity | 1.5083009 |
| outdoor_temperature | 0.16841257 |
| people_occupant | -0.68921715 |
| total_electricity_HVAC | 0.9021028 |
| wind_direction | 1.6380156 |
| wind_speed | -1.4012465 |
| observation/ | |
| HVAC_electricity_demand_rate | 6203.162 |
| air_humidity | 58.551987 |
| air_temperature | 23.250153 |
| clg_setpoint | 27.608398 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 23.25 |
| month | 5.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 13.424313 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 6628195.0 |
| wind_direction | 355.0 |
| wind_speed | 1.55 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 35%
| action_network/ | |
| Cooling_Setpoint_RL | -0.020691996 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.555164 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.64980465 |
| air_humidity | 0.64704335 |
| air_temperature | -0.44830278 |
| clg_setpoint | -1.1122124 |
| co2_emission | 0.0 |
| day_of_month | -0.75217193 |
| diffuse_solar_radiation | -0.7424954 |
| direct_solar_radiation | -0.60603416 |
| hour | 1.6613513 |
| htg_setpoint | 0.2696824 |
| month | -0.32069212 |
| outdoor_humidity | -0.28389233 |
| outdoor_temperature | 0.5147785 |
| people_occupant | -0.68936497 |
| total_electricity_HVAC | -0.6552671 |
| wind_direction | 1.5902306 |
| wind_speed | -1.07074 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 44.98388 |
| air_temperature | 22.034761 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 18.951363 |
| month | 5.0 |
| outdoor_humidity | 62.5 |
| outdoor_temperature | 16.79714 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 350.0 |
| wind_speed | 2.35 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 36%
| action_network/ | |
| Cooling_Setpoint_RL | -0.22645095 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.86073 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.64986634 |
| air_humidity | 0.13557193 |
| air_temperature | -0.050313283 |
| clg_setpoint | 0.09274975 |
| co2_emission | 0.0 |
| day_of_month | -0.5246145 |
| diffuse_solar_radiation | -0.7426695 |
| direct_solar_radiation | -0.60631555 |
| hour | -1.6612734 |
| htg_setpoint | 0.24187265 |
| month | -0.3205417 |
| outdoor_humidity | -0.8325189 |
| outdoor_temperature | 0.26343408 |
| people_occupant | -0.6895126 |
| total_electricity_HVAC | -0.6553288 |
| wind_direction | -1.5832226 |
| wind_speed | -0.3491409 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 38.377537 |
| air_temperature | 22.599249 |
| clg_setpoint | 26.398417 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 18.835054 |
| month | 5.0 |
| outdoor_humidity | 51.0 |
| outdoor_temperature | 14.356844 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 15.0 |
| wind_speed | 4.1 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 36%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.2781687 |
| air_humidity | -0.11157116 |
| air_temperature | 0.40716487 |
| clg_setpoint | 1.4705548 |
| co2_emission | 0.0 |
| day_of_month | -0.4107004 |
| diffuse_solar_radiation | -0.7428319 |
| direct_solar_radiation | -0.6065751 |
| hour | -1.5167202 |
| htg_setpoint | 1.3022392 |
| month | -0.32039154 |
| outdoor_humidity | 0.62508696 |
| outdoor_temperature | 0.015416502 |
| people_occupant | -0.6890805 |
| total_electricity_HVAC | 1.1103574 |
| wind_direction | 0.5477345 |
| wind_speed | -0.24607688 |
| observation/ | |
| HVAC_electricity_demand_rate | 4208.564 |
| air_humidity | 35.18181 |
| air_temperature | 23.247694 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 5.0 |
| outdoor_humidity | 81.5 |
| outdoor_temperature | 11.945802 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 7498783.0 |
| wind_direction | 240.0 |
| wind_speed | 4.35 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 36%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.64958876 |
| air_humidity | 0.1728456 |
| air_temperature | -0.45603922 |
| clg_setpoint | 0.76646364 |
| co2_emission | 0.0 |
| day_of_month | -0.29683006 |
| diffuse_solar_radiation | -0.7429933 |
| direct_solar_radiation | -0.6068599 |
| hour | -1.3721898 |
| htg_setpoint | -1.399189 |
| month | -0.32024157 |
| outdoor_humidity | -1.4773755 |
| outdoor_temperature | 0.42294666 |
| people_occupant | -0.6886492 |
| total_electricity_HVAC | -0.655066 |
| wind_direction | -1.5350801 |
| wind_speed | -0.121582784 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 38.851738 |
| air_temperature | 22.025219 |
| clg_setpoint | 28.15974 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 12.0 |
| month | 5.0 |
| outdoor_humidity | 37.5 |
| outdoor_temperature | 15.909243 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 20.0 |
| wind_speed | 4.65 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 37%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.4182889 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 19.977875 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6495053 |
| air_humidity | -0.28977022 |
| air_temperature | -0.34112954 |
| clg_setpoint | 1.470577 |
| co2_emission | 0.0 |
| day_of_month | -0.18298553 |
| diffuse_solar_radiation | -0.7430667 |
| direct_solar_radiation | -0.6069266 |
| hour | -1.2276781 |
| htg_setpoint | 0.2781322 |
| month | -0.3200918 |
| outdoor_humidity | 0.7454551 |
| outdoor_temperature | -0.5558041 |
| people_occupant | -0.68879694 |
| total_electricity_HVAC | -0.65497696 |
| wind_direction | -1.3922035 |
| wind_speed | -0.76125866 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 32.87621 |
| air_temperature | 22.188202 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 18.984627 |
| month | 5.0 |
| outdoor_humidity | 84.0 |
| outdoor_temperature | 6.4015102 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 35.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 37%
| action_network/ | |
| Cooling_Setpoint_RL | 0.5454958 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.46605 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6494111 |
| air_humidity | -0.09981139 |
| air_temperature | -0.9699223 |
| clg_setpoint | 0.455968 |
| co2_emission | 0.0 |
| day_of_month | -0.06915428 |
| diffuse_solar_radiation | -0.7432383 |
| direct_solar_radiation | -0.60720086 |
| hour | -1.0831811 |
| htg_setpoint | -1.39919 |
| month | -0.31994227 |
| outdoor_humidity | 0.74587005 |
| outdoor_temperature | -0.48744312 |
| people_occupant | -0.6889445 |
| total_electricity_HVAC | -0.654874 |
| wind_direction | -1.1550941 |
| wind_speed | -0.96722937 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 35.325184 |
| air_temperature | 21.298326 |
| clg_setpoint | 27.347595 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 12.0 |
| month | 5.0 |
| outdoor_humidity | 84.0 |
| outdoor_temperature | 7.066665 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 60.0 |
| wind_speed | 2.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 37%
| action_network/ | |
| Cooling_Setpoint_RL | 0.87256414 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.569904 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.75672704 |
| air_humidity | -0.46593344 |
| air_temperature | 0.40885982 |
| clg_setpoint | -0.26122984 |
| co2_emission | 0.0 |
| day_of_month | 0.044670776 |
| diffuse_solar_radiation | 0.05752743 |
| direct_solar_radiation | -0.02548622 |
| hour | -0.93869585 |
| htg_setpoint | 1.3024751 |
| month | -0.31979293 |
| outdoor_humidity | 0.67467296 |
| outdoor_temperature | -0.3312517 |
| people_occupant | -0.6890918 |
| total_electricity_HVAC | 0.68247706 |
| wind_direction | -1.4854622 |
| wind_speed | -0.45102215 |
| observation/ | |
| HVAC_electricity_demand_rate | 6328.2905 |
| air_humidity | 30.600342 |
| air_temperature | 23.249874 |
| clg_setpoint | 25.472198 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 78.0 |
| direct_solar_radiation | 145.0 |
| hour | 5.0 |
| htg_setpoint | 23.25 |
| month | 5.0 |
| outdoor_humidity | 82.5 |
| outdoor_temperature | 8.584682 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 5695461.5 |
| wind_direction | 25.0 |
| wind_speed | 3.85 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 37%
| action_network/ | |
| Cooling_Setpoint_RL | 0.17479214 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.214924 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6495098 |
| air_humidity | 0.25160146 |
| air_temperature | -0.2010076 |
| clg_setpoint | 1.4712642 |
| co2_emission | 0.0 |
| day_of_month | 0.15849133 |
| diffuse_solar_radiation | 0.5188019 |
| direct_solar_radiation | 1.1101482 |
| hour | -0.79421926 |
| htg_setpoint | -0.11034824 |
| month | -0.3196438 |
| outdoor_humidity | 0.29245457 |
| outdoor_temperature | 0.077599086 |
| people_occupant | -0.68923885 |
| total_electricity_HVAC | -0.6549543 |
| wind_direction | -1.3425353 |
| wind_speed | -0.6574328 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 39.855965 |
| air_temperature | 22.387178 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 123.0 |
| direct_solar_radiation | 428.0 |
| hour | 6.0 |
| htg_setpoint | 17.367313 |
| month | 5.0 |
| outdoor_humidity | 74.5 |
| outdoor_temperature | 12.554226 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 40.0 |
| wind_speed | 3.35 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 38%
| action_network/ | |
| Cooling_Setpoint_RL | 0.97466135 |
| Heating_Setpoint_RL | 0.812407 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.914482 |
| Heating_Setpoint_RL | 22.19479 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6384295 |
| air_humidity | 1.3748105 |
| air_temperature | 0.1616764 |
| clg_setpoint | 1.2339518 |
| co2_emission | 0.0 |
| day_of_month | 0.27230364 |
| diffuse_solar_radiation | 1.6266434 |
| direct_solar_radiation | 0.67599684 |
| hour | -0.6497489 |
| htg_setpoint | 0.95707905 |
| month | -0.31949487 |
| outdoor_humidity | 0.8899667 |
| outdoor_temperature | 0.6721199 |
| people_occupant | -0.6893857 |
| total_electricity_HVAC | -0.6444149 |
| wind_direction | -1.3415749 |
| wind_speed | -0.5540666 |
| observation/ | |
| HVAC_electricity_demand_rate | 136.78752 |
| air_humidity | 54.34426 |
| air_temperature | 22.900501 |
| clg_setpoint | 29.37978 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 231.0 |
| direct_solar_radiation | 320.0 |
| hour | 7.0 |
| htg_setpoint | 21.813444 |
| month | 5.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 18.324686 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 123108.77 |
| wind_direction | 40.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 38%
| action_network/ | |
| Cooling_Setpoint_RL | 0.13411617 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.077642 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6495721 |
| air_humidity | 1.9296777 |
| air_temperature | 0.24346632 |
| clg_setpoint | -0.20440246 |
| co2_emission | 0.0 |
| day_of_month | 0.38609868 |
| diffuse_solar_radiation | 1.6773865 |
| direct_solar_radiation | -0.5596565 |
| hour | -0.50528276 |
| htg_setpoint | 0.5071035 |
| month | -0.31934616 |
| outdoor_humidity | 1.5097035 |
| outdoor_temperature | 0.4203589 |
| people_occupant | -0.68895626 |
| total_electricity_HVAC | -0.6550113 |
| wind_direction | -0.9621715 |
| wind_speed | -0.76048994 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 61.53252 |
| air_temperature | 23.016401 |
| clg_setpoint | 25.621742 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 236.0 |
| direct_solar_radiation | 12.0 |
| hour | 8.0 |
| htg_setpoint | 19.943007 |
| month | 5.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 15.886019 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 80.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 38%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.18787688 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.568192 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.10295684 |
| air_humidity | 1.0164009 |
| air_temperature | 0.4066644 |
| clg_setpoint | -1.1120154 |
| co2_emission | 0.0 |
| day_of_month | 0.499862 |
| diffuse_solar_radiation | 1.1228534 |
| direct_solar_radiation | 2.427406 |
| hour | -0.36081916 |
| htg_setpoint | 0.89198667 |
| month | -0.31919765 |
| outdoor_humidity | -0.6416588 |
| outdoor_temperature | 0.64412737 |
| people_occupant | 1.695491 |
| total_electricity_HVAC | -0.13518424 |
| wind_direction | 1.5931436 |
| wind_speed | 1.7801137 |
| observation/ | |
| HVAC_electricity_demand_rate | 2510.0176 |
| air_humidity | 49.79473 |
| air_temperature | 23.247185 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 182.0 |
| direct_solar_radiation | 756.0 |
| hour | 9.0 |
| htg_setpoint | 21.548512 |
| month | 5.0 |
| outdoor_humidity | 55.0 |
| outdoor_temperature | 18.058151 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2259015.8 |
| wind_direction | 350.0 |
| wind_speed | 9.25 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 38%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.0026870854 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.609886 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.26199037 |
| air_humidity | 0.14128765 |
| air_temperature | 0.40777394 |
| clg_setpoint | -1.1115596 |
| co2_emission | 0.0 |
| day_of_month | 0.6135738 |
| diffuse_solar_radiation | 1.635482 |
| direct_solar_radiation | 2.244943 |
| hour | -0.21635687 |
| htg_setpoint | -0.6080382 |
| month | -0.31904936 |
| outdoor_humidity | -1.5476897 |
| outdoor_temperature | 0.7804651 |
| people_occupant | 1.6950138 |
| total_electricity_HVAC | 0.2118769 |
| wind_direction | -1.4827822 |
| wind_speed | -0.7608143 |
| observation/ | |
| HVAC_electricity_demand_rate | 4127.2344 |
| air_humidity | 38.48959 |
| air_temperature | 23.248793 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 232.0 |
| direct_solar_radiation | 711.0 |
| hour | 10.0 |
| htg_setpoint | 15.300305 |
| month | 5.0 |
| outdoor_humidity | 36.0 |
| outdoor_temperature | 19.385105 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 3714510.8 |
| wind_direction | 25.0 |
| wind_speed | 3.1 |
---------------------------------------------------
-------------------------------------------------*------------------------------------------------------------| 39%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.053004444 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.923151 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.36938864 |
| air_humidity | 0.7312749 |
| air_temperature | 0.40829942 |
| clg_setpoint | -1.1111722 |
| co2_emission | 0.0 |
| day_of_month | 0.7272091 |
| diffuse_solar_radiation | 3.8168688 |
| direct_solar_radiation | -0.07841942 |
| hour | -0.07189509 |
| htg_setpoint | -0.83994687 |
| month | -0.31890127 |
| outdoor_humidity | -1.5234485 |
| outdoor_temperature | 1.0841694 |
| people_occupant | 1.2178513 |
| total_electricity_HVAC | 0.391735 |
| wind_direction | -0.34706357 |
| wind_speed | -0.4501739 |
| observation/ | |
| HVAC_electricity_demand_rate | 4602.695 |
| air_humidity | 46.116085 |
| air_temperature | 23.249704 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 445.0 |
| direct_solar_radiation | 132.0 |
| hour | 11.0 |
| htg_setpoint | 14.33613 |
| month | 5.0 |
| outdoor_humidity | 36.5 |
| outdoor_temperature | 22.331509 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 4468320.5 |
| wind_direction | 145.0 |
| wind_speed | 3.85 |
-------------------------------------------------
-------------------------------------------------*------------------------------------------------------------| 39%
| action_network/ | |
| Cooling_Setpoint_RL | -0.898775 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.591635 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.45109156 |
| air_humidity | 1.6361551 |
| air_temperature | 0.40809128 |
| clg_setpoint | -1.110889 |
| co2_emission | 0.0 |
| day_of_month | 0.8407377 |
| diffuse_solar_radiation | 1.9387772 |
| direct_solar_radiation | -0.5838135 |
| hour | 0.07256659 |
| htg_setpoint | 1.3000085 |
| month | -0.3187534 |
| outdoor_humidity | 1.3179467 |
| outdoor_temperature | 0.27128536 |
| people_occupant | 0.2641551 |
| total_electricity_HVAC | -0.46626562 |
| wind_direction | -0.53587925 |
| wind_speed | 0.08720758 |
| observation/ | |
| HVAC_electricity_demand_rate | 967.53937 |
| air_humidity | 57.82117 |
| air_temperature | 23.249527 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 262.0 |
| direct_solar_radiation | 6.0 |
| hour | 12.0 |
| htg_setpoint | 23.25 |
| month | 5.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 14.457578 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 870785.44 |
| wind_direction | 125.0 |
| wind_speed | 5.15 |
| train/ | |
| approx_kl | 0.007892275 |
| clip_fraction | 0.0901 |
| clip_range | 0.2 |
| entropy_loss | -2.49 |
| explained_variance | 0.571 |
| learning_rate | 0.0003 |
| loss | 0.334 |
| n_updates | 580 |
| policy_gradient_loss | -0.00964 |
| std | 0.845 |
| value_loss | 0.731 |
-------------------------------------------------
-------------------------------------------------*------------------------------------------------------------| 39%
| action_network/ | |
| Cooling_Setpoint_RL | -0.8237955 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.84469 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6498737 |
| air_humidity | 1.637332 |
| air_temperature | 2.4694638 |
| clg_setpoint | 0.7122835 |
| co2_emission | 0.0 |
| day_of_month | 0.9541241 |
| diffuse_solar_radiation | 1.0578583 |
| direct_solar_radiation | -0.6076239 |
| hour | 0.21702817 |
| htg_setpoint | 0.94072646 |
| month | -0.31860572 |
| outdoor_humidity | 1.3639979 |
| outdoor_temperature | 0.5080142 |
| people_occupant | 1.2171623 |
| total_electricity_HVAC | -0.6553018 |
| wind_direction | -0.01473234 |
| wind_speed | 1.2652656 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 57.867405 |
| air_temperature | 26.159536 |
| clg_setpoint | 28.015892 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 176.0 |
| direct_solar_radiation | 0.0 |
| hour | 13.0 |
| htg_setpoint | 21.757082 |
| month | 5.0 |
| outdoor_humidity | 97.0 |
| outdoor_temperature | 16.751337 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 180.0 |
| wind_speed | 8.0 |
-------------------------------------------------
-------------------------------------------------**-----------------------------------------------------------| 40%
| action_network/ | |
| Cooling_Setpoint_RL | 0.34347558 |
| Heating_Setpoint_RL | 0.09834862 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.78423 |
| Heating_Setpoint_RL | 18.178211 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.52922136 |
| air_humidity | 0.010622099 |
| air_temperature | 0.60118365 |
| clg_setpoint | 0.9507011 |
| co2_emission | 0.0 |
| day_of_month | 1.0673279 |
| diffuse_solar_radiation | 2.101249 |
| direct_solar_radiation | 1.5684681 |
| hour | 0.36148927 |
| htg_setpoint | -1.1460912 |
| month | -0.31845823 |
| outdoor_humidity | -1.2859728 |
| outdoor_temperature | 1.0685779 |
| people_occupant | -0.6892603 |
| total_electricity_HVAC | -0.5423658 |
| wind_direction | 0.4581875 |
| wind_speed | 1.3682014 |
| observation/ | |
| HVAC_electricity_demand_rate | 620.7347 |
| air_humidity | 36.857365 |
| air_temperature | 23.522509 |
| clg_setpoint | 28.63924 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 278.0 |
| direct_solar_radiation | 542.0 |
| hour | 14.0 |
| htg_setpoint | 13.065214 |
| month | 5.0 |
| outdoor_humidity | 41.5 |
| outdoor_temperature | 22.181168 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 551146.75 |
| wind_direction | 230.0 |
| wind_speed | 8.25 |
-------------------------------------------------
-------------------------------------------------**-----------------------------------------------------------| 40%
| action_network/ | |
| Cooling_Setpoint_RL | -0.76165247 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.054422 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.29072276 |
| air_humidity | -0.39661276 |
| air_temperature | 0.40803128 |
| clg_setpoint | -1.1111405 |
| co2_emission | 0.0 |
| day_of_month | 1.1803036 |
| diffuse_solar_radiation | 2.0993855 |
| direct_solar_radiation | -0.48732334 |
| hour | 0.505949 |
| htg_setpoint | -1.3410245 |
| month | -0.31831098 |
| outdoor_humidity | -1.428276 |
| outdoor_temperature | 0.9657352 |
| people_occupant | -0.6888335 |
| total_electricity_HVAC | -0.31376278 |
| wind_direction | 0.9786106 |
| wind_speed | 1.1399376 |
| observation/ | |
| HVAC_electricity_demand_rate | 1675.1959 |
| air_humidity | 31.590187 |
| air_temperature | 23.24999 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 278.0 |
| direct_solar_radiation | 30.0 |
| hour | 15.0 |
| htg_setpoint | 12.250808 |
| month | 5.0 |
| outdoor_humidity | 38.5 |
| outdoor_temperature | 21.190521 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1507676.2 |
| wind_direction | 285.0 |
| wind_speed | 7.7 |
-------------------------------------------------
------------------------------------------------***-----------------------------------------------------------| 40%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.19716187 |
| air_humidity | 0.24526955 |
| air_temperature | 0.40713048 |
| clg_setpoint | -1.1109681 |
| co2_emission | 0.0 |
| day_of_month | 1.293001 |
| diffuse_solar_radiation | 0.55382276 |
| direct_solar_radiation | 1.8130941 |
| hour | 0.65040624 |
| htg_setpoint | -0.7077981 |
| month | -0.3181639 |
| outdoor_humidity | -1.8093584 |
| outdoor_temperature | 0.9101239 |
| people_occupant | 1.6949617 |
| total_electricity_HVAC | 0.1501861 |
| wind_direction | 1.3086314 |
| wind_speed | 1.3670995 |
| observation/ | |
| HVAC_electricity_demand_rate | 3833.2107 |
| air_humidity | 39.88876 |
| air_temperature | 23.248594 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 127.0 |
| direct_solar_radiation | 603.0 |
| hour | 16.0 |
| htg_setpoint | 14.887049 |
| month | 5.0 |
| outdoor_humidity | 30.5 |
| outdoor_temperature | 20.65462 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 3449889.8 |
| wind_direction | 320.0 |
| wind_speed | 8.25 |
------------------------------------------------
-------------------------------------------------**-----------------------------------------------------------| 40%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.1747533 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.642014 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.103366524 |
| air_humidity | 1.1921166 |
| air_temperature | 0.40756917 |
| clg_setpoint | -1.110363 |
| co2_emission | 0.0 |
| day_of_month | 1.4053653 |
| diffuse_solar_radiation | 0.5428477 |
| direct_solar_radiation | -0.3794213 |
| hour | 0.79485935 |
| htg_setpoint | 1.2997242 |
| month | -0.31801704 |
| outdoor_humidity | -0.59063864 |
| outdoor_temperature | 0.87964827 |
| people_occupant | 1.694488 |
| total_electricity_HVAC | 0.064901926 |
| wind_direction | -0.0647352 |
| wind_speed | -0.34756202 |
| observation/ | |
| HVAC_electricity_demand_rate | 3417.8499 |
| air_humidity | 52.125977 |
| air_temperature | 23.249186 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 126.0 |
| direct_solar_radiation | 57.0 |
| hour | 17.0 |
| htg_setpoint | 23.25 |
| month | 5.0 |
| outdoor_humidity | 56.0 |
| outdoor_temperature | 20.365686 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 3092499.5 |
| wind_direction | 175.0 |
| wind_speed | 4.1 |
-------------------------------------------------
-------------------------------------------------***----------------------------------------------------------| 41%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.46381438 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 20.233955 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.14551207 |
| air_humidity | 1.6645145 |
| air_temperature | 0.40758884 |
| clg_setpoint | -1.1097804 |
| co2_emission | 0.0 |
| day_of_month | 1.5173371 |
| diffuse_solar_radiation | -0.20356852 |
| direct_solar_radiation | -0.18699041 |
| hour | 0.9393063 |
| htg_setpoint | -0.91911334 |
| month | -0.31787038 |
| outdoor_humidity | -0.73352426 |
| outdoor_temperature | 1.3126239 |
| people_occupant | 0.5024225 |
| total_electricity_HVAC | -0.1756874 |
| wind_direction | -1.3898097 |
| wind_speed | -1.2972916 |
| observation/ | |
| HVAC_electricity_demand_rate | 2317.471 |
| air_humidity | 58.247517 |
| air_temperature | 23.249422 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 53.0 |
| direct_solar_radiation | 105.0 |
| hour | 18.0 |
| htg_setpoint | 14.00683 |
| month | 5.0 |
| outdoor_humidity | 53.0 |
| outdoor_temperature | 24.56395 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 2085723.9 |
| wind_direction | 35.0 |
| wind_speed | 1.8 |
-------------------------------------------------
-------------------------------------------------***----------------------------------------------------------| 41%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.5424614 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 14.573654 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.38277063 |
| air_humidity | 1.0627518 |
| air_temperature | 0.40762326 |
| clg_setpoint | -1.1092484 |
| co2_emission | 0.0 |
| day_of_month | 1.6288527 |
| diffuse_solar_radiation | -0.74538547 |
| direct_solar_radiation | -0.6087412 |
| hour | 1.0837446 |
| htg_setpoint | -0.9051046 |
| month | -0.31772393 |
| outdoor_humidity | -0.49423555 |
| outdoor_temperature | 0.9383794 |
| people_occupant | -0.45108646 |
| total_electricity_HVAC | -0.3611976 |
| wind_direction | 0.124658786 |
| wind_speed | -1.193152 |
| observation/ | |
| HVAC_electricity_demand_rate | 1269.3534 |
| air_humidity | 50.48091 |
| air_temperature | 23.249619 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 14.066049 |
| month | 5.0 |
| outdoor_humidity | 58.0 |
| outdoor_temperature | 20.955677 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 1310189.5 |
| wind_direction | 195.0 |
| wind_speed | 2.05 |
-------------------------------------------------
-------------------------------------------------***----------------------------------------------------------| 41%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.18471801 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.58596 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5194393 |
| air_humidity | 0.81936646 |
| air_temperature | 0.4475249 |
| clg_setpoint | 0.8213973 |
| co2_emission | 0.0 |
| day_of_month | 1.7398447 |
| diffuse_solar_radiation | -0.74557596 |
| direct_solar_radiation | -0.6090388 |
| hour | 1.2281717 |
| htg_setpoint | -1.401196 |
| month | -0.31757766 |
| outdoor_humidity | 0.46010524 |
| outdoor_temperature | 0.92805886 |
| people_occupant | -0.4512594 |
| total_electricity_HVAC | -0.5312603 |
| wind_direction | -0.30059096 |
| wind_speed | -1.2950497 |
| observation/ | |
| HVAC_electricity_demand_rate | 666.38855 |
| air_humidity | 47.346645 |
| air_temperature | 23.306036 |
| clg_setpoint | 28.295063 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 12.0 |
| month | 5.0 |
| outdoor_humidity | 78.0 |
| outdoor_temperature | 20.86361 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 599749.7 |
| wind_direction | 150.0 |
| wind_speed | 1.8 |
-------------------------------------------------
--------------------------------------------------**----------------------------------------------------------| 41%
| action_network/ | |
| Cooling_Setpoint_RL | -0.38974595 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.309608 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5335853 |
| air_humidity | -0.55799836 |
| air_temperature | 0.5015144 |
| clg_setpoint | 0.7421691 |
| co2_emission | 0.0 |
| day_of_month | -1.6709027 |
| diffuse_solar_radiation | -0.74567276 |
| direct_solar_radiation | -0.6092319 |
| hour | 1.3725842 |
| htg_setpoint | -1.4009337 |
| month | -0.028955583 |
| outdoor_humidity | -1.042989 |
| outdoor_temperature | 1.2394781 |
| people_occupant | -0.6891364 |
| total_electricity_HVAC | -0.54471004 |
| wind_direction | 1.5445093 |
| wind_speed | 0.8320199 |
| observation/ | |
| HVAC_electricity_demand_rate | 603.28845 |
| air_humidity | 29.548481 |
| air_temperature | 23.382511 |
| clg_setpoint | 28.088543 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 12.0 |
| month | 6.0 |
| outdoor_humidity | 46.5 |
| outdoor_temperature | 23.889977 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 542959.6 |
| wind_direction | 345.0 |
| wind_speed | 6.95 |
--------------------------------------------------
--------------------------------------------------***---------------------------------------------------------| 42%
| action_network/ | |
| Cooling_Setpoint_RL | -0.03656605 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.50159 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6484034 |
| air_humidity | -0.56348205 |
| air_temperature | 0.08818724 |
| clg_setpoint | 1.1101134 |
| co2_emission | 0.0 |
| day_of_month | -1.554966 |
| diffuse_solar_radiation | -0.7458028 |
| direct_solar_radiation | -0.60945725 |
| hour | 1.5169786 |
| htg_setpoint | -1.3999938 |
| month | -0.028943487 |
| outdoor_humidity | -0.99390477 |
| outdoor_temperature | 0.5943748 |
| people_occupant | -0.6887122 |
| total_electricity_HVAC | -0.6538794 |
| wind_direction | 1.3537734 |
| wind_speed | 0.8315368 |
| observation/ | |
| HVAC_electricity_demand_rate | 95.0302 |
| air_humidity | 29.470621 |
| air_temperature | 22.800829 |
| clg_setpoint | 29.051277 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 12.0 |
| month | 6.0 |
| outdoor_humidity | 47.5 |
| outdoor_temperature | 17.64966 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 85527.18 |
| wind_direction | 325.0 |
| wind_speed | 6.95 |
--------------------------------------------------
--------------------------------------------------***---------------------------------------------------------| 42%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.36547005 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 15.569231 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.56647223 |
| air_humidity | 0.93482566 |
| air_temperature | -0.29178005 |
| clg_setpoint | 0.48604703 |
| co2_emission | 0.0 |
| day_of_month | -1.439489 |
| diffuse_solar_radiation | -0.74594283 |
| direct_solar_radiation | -0.6097259 |
| hour | 1.6613508 |
| htg_setpoint | -0.36025456 |
| month | -0.028931404 |
| outdoor_humidity | -1.3274932 |
| outdoor_temperature | 0.83634686 |
| people_occupant | -0.68885744 |
| total_electricity_HVAC | -0.57591987 |
| wind_direction | 1.4476306 |
| wind_speed | -0.5525343 |
| observation/ | |
| HVAC_electricity_demand_rate | 456.96616 |
| air_humidity | 48.83541 |
| air_temperature | 22.266241 |
| clg_setpoint | 27.419605 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 16.333052 |
| month | 6.0 |
| outdoor_humidity | 40.5 |
| outdoor_temperature | 19.995625 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 411498.12 |
| wind_direction | 335.0 |
| wind_speed | 3.6 |
--------------------------------------------------
--------------------------------------------------****--------------------------------------------------------| 43%
| action_network/ | |
| Cooling_Setpoint_RL | -0.6703197 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.36267 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6504042 |
| air_humidity | 0.54774886 |
| air_temperature | -0.79780763 |
| clg_setpoint | -0.285013 |
| co2_emission | 0.0 |
| day_of_month | -1.2108831 |
| diffuse_solar_radiation | -0.74612164 |
| direct_solar_radiation | -0.6099637 |
| hour | -1.6612744 |
| htg_setpoint | 0.14527462 |
| month | -0.028919337 |
| outdoor_humidity | -0.3243012 |
| outdoor_temperature | 0.46826756 |
| people_occupant | -0.6890025 |
| total_electricity_HVAC | -0.6557854 |
| wind_direction | 0.5485165 |
| wind_speed | -0.7588308 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 43.834515 |
| air_temperature | 21.554697 |
| clg_setpoint | 25.403496 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 18.439396 |
| month | 6.0 |
| outdoor_humidity | 61.5 |
| outdoor_temperature | 16.43855 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 240.0 |
| wind_speed | 3.1 |
--------------------------------------------------
--------------------------------------------------****--------------------------------------------------------| 43%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.5772097 |
| air_humidity | 1.557352 |
| air_temperature | 0.4066078 |
| clg_setpoint | 0.051165503 |
| co2_emission | 0.0 |
| day_of_month | -1.096152 |
| diffuse_solar_radiation | -0.74619013 |
| direct_solar_radiation | -0.6101353 |
| hour | -1.516723 |
| htg_setpoint | 1.299279 |
| month | -0.028907284 |
| outdoor_humidity | 0.8921907 |
| outdoor_temperature | 0.58214617 |
| people_occupant | -0.6891473 |
| total_electricity_HVAC | 0.511506 |
| wind_direction | 0.07542881 |
| wind_speed | -0.345399 |
| observation/ | |
| HVAC_electricity_demand_rate | 5504.759 |
| air_humidity | 56.888245 |
| air_temperature | 23.249289 |
| clg_setpoint | 26.281424 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 6.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 17.545063 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4954283.0 |
| wind_direction | 190.0 |
| wind_speed | 4.1 |
--------------------------------------------------
--------------------------------------------------****--------------------------------------------------------| 43%
| action_network/ | |
| Cooling_Setpoint_RL | -0.37871027 |
| Heating_Setpoint_RL | 0.7428039 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.346853 |
| Heating_Setpoint_RL | 21.803272 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.5539451 |
| air_humidity | 1.9541339 |
| air_temperature | 0.40706772 |
| clg_setpoint | 1.4738574 |
| co2_emission | 0.0 |
| day_of_month | -0.9816748 |
| diffuse_solar_radiation | -0.7463417 |
| direct_solar_radiation | -0.6098843 |
| hour | -1.3721939 |
| htg_setpoint | 1.2984962 |
| month | -0.028895248 |
| outdoor_humidity | 1.5112519 |
| outdoor_temperature | 0.30870402 |
| people_occupant | -0.6892919 |
| total_electricity_HVAC | 0.4893601 |
| wind_direction | 0.26473993 |
| wind_speed | -0.75931436 |
| observation/ | |
| HVAC_electricity_demand_rate | 5400.6426 |
| air_humidity | 62.060146 |
| air_temperature | 23.250254 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 23.25 |
| month | 6.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 14.902039 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4860578.5 |
| wind_direction | 210.0 |
| wind_speed | 3.1 |
--------------------------------------------------
--------------------------------------------------****--------------------------------------------------------| 43%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.61906195 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 21.107224 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.18261266 |
| air_humidity | 0.67991793 |
| air_temperature | 0.40627408 |
| clg_setpoint | 0.37078953 |
| co2_emission | 0.0 |
| day_of_month | -0.86740184 |
| diffuse_solar_radiation | -0.7464457 |
| direct_solar_radiation | -0.60997087 |
| hour | -1.2276832 |
| htg_setpoint | 1.2981155 |
| month | -0.028883226 |
| outdoor_humidity | 0.676411 |
| outdoor_temperature | 0.6983897 |
| people_occupant | -0.68943626 |
| total_electricity_HVAC | -0.21101876 |
| wind_direction | 1.4482927 |
| wind_speed | -1.6064992 |
| observation/ | |
| HVAC_electricity_demand_rate | 2152.3333 |
| air_humidity | 45.59814 |
| air_temperature | 23.249485 |
| clg_setpoint | 27.116688 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 23.25 |
| month | 6.0 |
| outdoor_humidity | 82.5 |
| outdoor_temperature | 18.6823 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1937100.0 |
| wind_direction | 335.0 |
| wind_speed | 1.05 |
--------------------------------------------------
--------------------------------------------------*****-------------------------------------------------------| 44%
| action_network/ | |
| Cooling_Setpoint_RL | -0.3959127 |
| Heating_Setpoint_RL | -0.10260582 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.288795 |
| Heating_Setpoint_RL | 17.047842 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.32738274 |
| air_humidity | -0.049954988 |
| air_temperature | -0.37470523 |
| clg_setpoint | 0.9847363 |
| co2_emission | 0.0 |
| day_of_month | -0.7532892 |
| diffuse_solar_radiation | -0.68515974 |
| direct_solar_radiation | -0.60187256 |
| hour | -1.083187 |
| htg_setpoint | 0.90688765 |
| month | -0.02887122 |
| outdoor_humidity | -0.68273973 |
| outdoor_temperature | 0.16775253 |
| people_occupant | -0.6890139 |
| total_electricity_HVAC | -0.34868324 |
| wind_direction | -1.6270474 |
| wind_speed | -0.014715817 |
| observation/ | |
| HVAC_electricity_demand_rate | 1512.8761 |
| air_humidity | 36.157993 |
| air_temperature | 22.152203 |
| clg_setpoint | 28.721455 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 6.0 |
| direct_solar_radiation | 2.0 |
| hour | 4.0 |
| htg_setpoint | 21.619593 |
| month | 6.0 |
| outdoor_humidity | 54.0 |
| outdoor_temperature | 13.554043 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1361588.5 |
| wind_direction | 10.0 |
| wind_speed | 4.9 |
--------------------------------------------------
--------------------------------------------------*****-------------------------------------------------------| 44%
| action_network/ | |
| Cooling_Setpoint_RL | -0.9216907 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.514294 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.32977185 |
| air_humidity | 1.119216 |
| air_temperature | 0.40634978 |
| clg_setpoint | -0.60038793 |
| co2_emission | 0.0 |
| day_of_month | -0.63929844 |
| diffuse_solar_radiation | 0.048622917 |
| direct_solar_radiation | -0.3457742 |
| hour | -0.9387021 |
| htg_setpoint | 1.2981794 |
| month | -0.028859228 |
| outdoor_humidity | 0.31957993 |
| outdoor_temperature | 0.6752323 |
| people_occupant | -0.6885923 |
| total_electricity_HVAC | -0.35095608 |
| wind_direction | -1.67467 |
| wind_speed | -1.0690174 |
| observation/ | |
| HVAC_electricity_demand_rate | 1501.439 |
| air_humidity | 51.272697 |
| air_temperature | 23.249771 |
| clg_setpoint | 24.57923 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 78.0 |
| direct_solar_radiation | 66.0 |
| hour | 5.0 |
| htg_setpoint | 23.25 |
| month | 6.0 |
| outdoor_humidity | 75.0 |
| outdoor_temperature | 18.468924 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1351295.1 |
| wind_direction | 5.0 |
| wind_speed | 2.35 |
--------------------------------------------------
-------------------------------------------------******-------------------------------------------------------| 44%
| action_network/ | |
| Cooling_Setpoint_RL | -0.60719746 |
| Heating_Setpoint_RL | 0.92879254 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.575708 |
| Heating_Setpoint_RL | 22.849457 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.359325 |
| air_humidity | 1.5653028 |
| air_temperature | 0.4060255 |
| clg_setpoint | 1.4579337 |
| co2_emission | 0.0 |
| day_of_month | -0.52539665 |
| diffuse_solar_radiation | 0.79154533 |
| direct_solar_radiation | -0.25782838 |
| hour | -0.7942258 |
| htg_setpoint | 1.2978903 |
| month | -0.02884725 |
| outdoor_humidity | 0.9638558 |
| outdoor_temperature | 0.6449556 |
| people_occupant | -0.6887368 |
| total_electricity_HVAC | -0.37905654 |
| wind_direction | -0.49138722 |
| wind_speed | -0.55194175 |
| observation/ | |
| HVAC_electricity_demand_rate | 1371.4719 |
| air_humidity | 57.051563 |
| air_temperature | 23.249496 |
| clg_setpoint | 29.9581 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 151.0 |
| direct_solar_radiation | 88.0 |
| hour | 6.0 |
| htg_setpoint | 23.25 |
| month | 6.0 |
| outdoor_humidity | 88.5 |
| outdoor_temperature | 18.180996 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1234324.8 |
| wind_direction | 130.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------*****-------------------------------------------------------| 44%
| action_network/ | |
| Cooling_Setpoint_RL | 0.32179415 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.711056 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.106950365 |
| air_humidity | 2.2055004 |
| air_temperature | 0.40613043 |
| clg_setpoint | 0.68041813 |
| co2_emission | 0.0 |
| day_of_month | -0.41155654 |
| diffuse_solar_radiation | 0.6687464 |
| direct_solar_radiation | -0.6102219 |
| hour | -0.6497556 |
| htg_setpoint | 1.2972436 |
| month | -0.028835287 |
| outdoor_humidity | 1.106518 |
| outdoor_temperature | 0.68368196 |
| people_occupant | -0.6888811 |
| total_electricity_HVAC | -0.13910943 |
| wind_direction | 0.07671141 |
| wind_speed | 0.31652805 |
| observation/ | |
| HVAC_electricity_demand_rate | 2482.9705 |
| air_humidity | 65.38247 |
| air_temperature | 23.249817 |
| clg_setpoint | 27.92647 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 139.0 |
| direct_solar_radiation | 0.0 |
| hour | 7.0 |
| htg_setpoint | 23.25 |
| month | 6.0 |
| outdoor_humidity | 91.5 |
| outdoor_temperature | 18.559666 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2234673.5 |
| wind_direction | 190.0 |
| wind_speed | 5.7 |
--------------------------------------------------
---------------------------------------------------*****------------------------------------------------------| 45%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.007021785 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.585503 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.0067929765 |
| air_humidity | 2.271984 |
| air_temperature | 0.4062989 |
| clg_setpoint | -1.1087515 |
| co2_emission | 0.0 |
| day_of_month | -0.29775602 |
| diffuse_solar_radiation | 0.8411501 |
| direct_solar_radiation | -0.6099912 |
| hour | -0.5052895 |
| htg_setpoint | 1.2685169 |
| month | -0.02882334 |
| outdoor_humidity | 1.0340716 |
| outdoor_temperature | 0.91850317 |
| people_occupant | 1.6945302 |
| total_electricity_HVAC | 0.06311718 |
| wind_direction | 0.12403174 |
| wind_speed | -0.65617156 |
| observation/ | |
| HVAC_electricity_demand_rate | 2923.8198 |
| air_humidity | 66.285416 |
| air_temperature | 23.250368 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 156.0 |
| direct_solar_radiation | 0.0 |
| hour | 8.0 |
| htg_setpoint | 23.132412 |
| month | 6.0 |
| outdoor_humidity | 90.0 |
| outdoor_temperature | 20.835848 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 3077421.2 |
| wind_direction | 195.0 |
| wind_speed | 3.35 |
---------------------------------------------------
--------------------------------------------------******------------------------------------------------------| 45%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.38889924 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.812557 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.8987681 |
| air_humidity | 1.5073051 |
| air_temperature | 0.40390125 |
| clg_setpoint | -1.1087364 |
| co2_emission | 0.0 |
| day_of_month | -0.18397845 |
| diffuse_solar_radiation | 1.9605054 |
| direct_solar_radiation | 1.6349152 |
| hour | -0.36082587 |
| htg_setpoint | 1.2963637 |
| month | -0.028811408 |
| outdoor_humidity | 0.8184106 |
| outdoor_temperature | 0.91189176 |
| people_occupant | 1.6940634 |
| total_electricity_HVAC | 0.8171097 |
| wind_direction | 0.12397909 |
| wind_speed | -0.015055981 |
| observation/ | |
| HVAC_electricity_demand_rate | 6909.8965 |
| air_humidity | 56.39991 |
| air_temperature | 23.24725 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 266.0 |
| direct_solar_radiation | 560.0 |
| hour | 9.0 |
| htg_setpoint | 23.25 |
| month | 6.0 |
| outdoor_humidity | 85.5 |
| outdoor_temperature | 20.778715 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 6218907.0 |
| wind_direction | 195.0 |
| wind_speed | 4.9 |
| train/ | |
| approx_kl | 0.007029875 |
| clip_fraction | 0.0754 |
| clip_range | 0.2 |
| entropy_loss | -2.49 |
| explained_variance | 0.224 |
| learning_rate | 0.0003 |
| loss | 0.19 |
| n_updates | 590 |
| policy_gradient_loss | -0.00843 |
| std | 0.841 |
| value_loss | 0.824 |
--------------------------------------------------
--------------------------------------------------******------------------------------------------------------| 45%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.249951 |
| air_humidity | -0.30174983 |
| air_temperature | 0.33652866 |
| clg_setpoint | -0.72620475 |
| co2_emission | 0.0 |
| day_of_month | -0.07021247 |
| diffuse_solar_radiation | 2.1934464 |
| direct_solar_radiation | 1.6504815 |
| hour | -0.21636358 |
| htg_setpoint | -0.8014482 |
| month | -0.028799491 |
| outdoor_humidity | 0.1021671 |
| outdoor_temperature | 1.6031651 |
| people_occupant | -0.6893126 |
| total_electricity_HVAC | -0.21540523 |
| wind_direction | 0.31361175 |
| wind_speed | -0.5528835 |
| observation/ | |
| HVAC_electricity_demand_rate | 1854.0172 |
| air_humidity | 32.963287 |
| air_temperature | 23.152897 |
| clg_setpoint | 24.24978 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 289.0 |
| direct_solar_radiation | 564.0 |
| hour | 10.0 |
| htg_setpoint | 14.50504 |
| month | 6.0 |
| outdoor_humidity | 70.5 |
| outdoor_temperature | 27.472088 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1917308.9 |
| wind_direction | 215.0 |
| wind_speed | 3.6 |
--------------------------------------------------
--------------------------------------------------*******-----------------------------------------------------| 46%
| action_network/ | |
| Cooling_Setpoint_RL | 0.7295937 |
| Heating_Setpoint_RL | 0.018694907 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.08738 |
| Heating_Setpoint_RL | 17.73016 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5685551 |
| air_humidity | -1.5655531 |
| air_temperature | 0.23860718 |
| clg_setpoint | 0.117748186 |
| co2_emission | 0.0 |
| day_of_month | 0.043548003 |
| diffuse_solar_radiation | 2.0797207 |
| direct_solar_radiation | -0.61022645 |
| hour | -0.07190176 |
| htg_setpoint | -1.4019126 |
| month | -0.028787589 |
| outdoor_humidity | 0.5070931 |
| outdoor_temperature | 1.3061408 |
| people_occupant | -0.68889284 |
| total_electricity_HVAC | -0.57803994 |
| wind_direction | -0.77598625 |
| wind_speed | -0.5526118 |
| observation/ | |
| HVAC_electricity_demand_rate | 451.22968 |
| air_humidity | 16.575438 |
| air_temperature | 23.015734 |
| clg_setpoint | 26.457521 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 278.0 |
| direct_solar_radiation | 0.0 |
| hour | 11.0 |
| htg_setpoint | 12.0 |
| month | 6.0 |
| outdoor_humidity | 79.0 |
| outdoor_temperature | 24.612564 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 406106.72 |
| wind_direction | 100.0 |
| wind_speed | 3.6 |
--------------------------------------------------
-------------------------------------------------********-----------------------------------------------------| 46%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.17784254 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.625364 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.3812519 |
| air_humidity | 1.2096256 |
| air_temperature | 0.40561202 |
| clg_setpoint | -1.1091632 |
| co2_emission | 0.0 |
| day_of_month | 0.15730377 |
| diffuse_solar_radiation | 1.9166425 |
| direct_solar_radiation | 2.2398934 |
| hour | 0.07255996 |
| htg_setpoint | -0.55432165 |
| month | -0.0287757 |
| outdoor_humidity | 0.3155876 |
| outdoor_temperature | 1.1689286 |
| people_occupant | 0.2649 |
| total_electricity_HVAC | 0.32504663 |
| wind_direction | 0.2672275 |
| wind_speed | -0.32417744 |
| observation/ | |
| HVAC_electricity_demand_rate | 4627.997 |
| air_humidity | 52.53597 |
| air_temperature | 23.249954 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 262.0 |
| direct_solar_radiation | 711.0 |
| hour | 12.0 |
| htg_setpoint | 15.531643 |
| month | 6.0 |
| outdoor_humidity | 75.0 |
| outdoor_temperature | 23.294466 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 4165197.5 |
| wind_direction | 210.0 |
| wind_speed | 4.15 |
-------------------------------------------------
--------------------------------------------------*******-----------------------------------------------------| 46%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.07142884 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.223213 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.70669013 |
| air_humidity | 1.3966756 |
| air_temperature | 0.81715596 |
| clg_setpoint | -0.8867575 |
| co2_emission | 0.0 |
| day_of_month | 0.2710504 |
| diffuse_solar_radiation | 1.1132145 |
| direct_solar_radiation | 1.7981523 |
| hour | 0.21702157 |
| htg_setpoint | 0.82720536 |
| month | -0.028763827 |
| outdoor_humidity | 0.1477909 |
| outdoor_temperature | 1.5429884 |
| people_occupant | 1.218159 |
| total_electricity_HVAC | 0.34663388 |
| wind_direction | 0.124775484 |
| wind_speed | -0.013458886 |
| observation/ | |
| HVAC_electricity_demand_rate | 6058.7188 |
| air_humidity | 54.968086 |
| air_temperature | 23.826725 |
| clg_setpoint | 23.831194 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 183.0 |
| direct_solar_radiation | 601.0 |
| hour | 13.0 |
| htg_setpoint | 21.291254 |
| month | 6.0 |
| outdoor_humidity | 71.5 |
| outdoor_temperature | 26.92159 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 4254963.0 |
| wind_direction | 195.0 |
| wind_speed | 4.9 |
--------------------------------------------------
--------------------------------------------------*******-----------------------------------------------------| 46%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.27123445 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.099306 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.1266131 |
| air_humidity | 1.2828771 |
| air_temperature | 0.41088742 |
| clg_setpoint | -1.108821 |
| co2_emission | 0.0 |
| day_of_month | 0.3847782 |
| diffuse_solar_radiation | 3.5535495 |
| direct_solar_radiation | 0.5309413 |
| hour | 0.3614827 |
| htg_setpoint | -1.4012374 |
| month | -0.028751967 |
| outdoor_humidity | -1.2602718 |
| outdoor_temperature | 2.413806 |
| people_occupant | 1.6944816 |
| total_electricity_HVAC | 1.9846038 |
| wind_direction | -1.7254138 |
| wind_speed | 0.09030092 |
| observation/ | |
| HVAC_electricity_demand_rate | 12302.282 |
| air_humidity | 53.497944 |
| air_temperature | 23.257633 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 423.0 |
| direct_solar_radiation | 285.0 |
| hour | 14.0 |
| htg_setpoint | 12.0 |
| month | 6.0 |
| outdoor_humidity | 42.0 |
| outdoor_temperature | 35.369602 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 11072054.0 |
| wind_direction | 0.0 |
| wind_speed | 5.15 |
--------------------------------------------------
--------------------------------------------------********----------------------------------------------------| 47%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.15371254 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.760366 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.70764697 |
| air_humidity | 1.1628362 |
| air_temperature | 0.40439335 |
| clg_setpoint | -1.1087605 |
| co2_emission | 0.0 |
| day_of_month | 0.49847233 |
| diffuse_solar_radiation | 1.5493469 |
| direct_solar_radiation | 1.5279748 |
| hour | 0.5059425 |
| htg_setpoint | 0.21756174 |
| month | -0.028740125 |
| outdoor_humidity | -1.3792895 |
| outdoor_temperature | 1.5195707 |
| people_occupant | 1.6940172 |
| total_electricity_HVAC | 0.63437873 |
| wind_direction | -0.30168048 |
| wind_speed | 0.1111011 |
| observation/ | |
| HVAC_electricity_demand_rate | 6064.245 |
| air_humidity | 51.94514 |
| air_temperature | 23.248997 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 226.0 |
| direct_solar_radiation | 534.0 |
| hour | 15.0 |
| htg_setpoint | 18.74908 |
| month | 6.0 |
| outdoor_humidity | 39.5 |
| outdoor_temperature | 26.73858 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 5453474.5 |
| wind_direction | 150.0 |
| wind_speed | 5.2 |
--------------------------------------------------
--------------------------------------------------********----------------------------------------------------| 47%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.6803187 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.798207 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.46248242 |
| air_humidity | 1.4900995 |
| air_temperature | 0.40431663 |
| clg_setpoint | -1.108513 |
| co2_emission | 0.0 |
| day_of_month | 0.61211276 |
| diffuse_solar_radiation | 0.39019665 |
| direct_solar_radiation | 1.9813468 |
| hour | 0.65039986 |
| htg_setpoint | 0.1396624 |
| month | -0.028728295 |
| outdoor_humidity | 1.0544014 |
| outdoor_temperature | 1.0089366 |
| people_occupant | 1.6935537 |
| total_electricity_HVAC | 0.4188171 |
| wind_direction | 0.07777198 |
| wind_speed | 0.2149227 |
| observation/ | |
| HVAC_electricity_demand_rate | 4985.686 |
| air_humidity | 56.197136 |
| air_temperature | 23.249052 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 112.0 |
| direct_solar_radiation | 647.0 |
| hour | 16.0 |
| htg_setpoint | 18.42527 |
| month | 6.0 |
| outdoor_humidity | 90.5 |
| outdoor_temperature | 21.800982 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 4555876.5 |
| wind_direction | 190.0 |
| wind_speed | 5.45 |
--------------------------------------------------
-------------------------------------------------*********----------------------------------------------------| 47%
| action_network/ | |
| Cooling_Setpoint_RL | -0.19913244 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.952929 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.38450843 |
| air_humidity | -0.9698101 |
| air_temperature | 0.88016313 |
| clg_setpoint | 0.33479115 |
| co2_emission | 0.0 |
| day_of_month | 0.7256742 |
| diffuse_solar_radiation | 0.5120892 |
| direct_solar_radiation | 0.866646 |
| hour | 0.7948532 |
| htg_setpoint | -1.4010491 |
| month | -0.02871648 |
| outdoor_humidity | -1.8083771 |
| outdoor_temperature | 1.7835908 |
| people_occupant | -0.6891904 |
| total_electricity_HVAC | -0.39448512 |
| wind_direction | 1.2156953 |
| wind_speed | 0.62957203 |
| observation/ | |
| HVAC_electricity_demand_rate | 1262.9099 |
| air_humidity | 24.317003 |
| air_temperature | 23.915188 |
| clg_setpoint | 27.024637 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 124.0 |
| direct_solar_radiation | 369.0 |
| hour | 17.0 |
| htg_setpoint | 12.0 |
| month | 6.0 |
| outdoor_humidity | 30.5 |
| outdoor_temperature | 29.320396 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1172358.2 |
| wind_direction | 310.0 |
| wind_speed | 6.45 |
-------------------------------------------------
--------------------------------------------------********----------------------------------------------------| 47%
| action_network/ | |
| Cooling_Setpoint_RL | -0.31385145 |
| Heating_Setpoint_RL | -0.9984083 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.565752 |
| Heating_Setpoint_RL | 12.008953 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4825756 |
| air_humidity | -1.6646689 |
| air_temperature | 0.92900056 |
| clg_setpoint | -0.10520079 |
| co2_emission | 0.0 |
| day_of_month | 0.8391266 |
| diffuse_solar_radiation | -0.05770905 |
| direct_solar_radiation | -0.33097297 |
| hour | 0.9393005 |
| htg_setpoint | 0.911261 |
| month | -0.02870468 |
| outdoor_humidity | 0.5064236 |
| outdoor_temperature | 1.344639 |
| people_occupant | -0.68877316 |
| total_electricity_HVAC | -0.49403423 |
| wind_direction | -0.018483175 |
| wind_speed | 0.42238438 |
| observation/ | |
| HVAC_electricity_demand_rate | 831.27606 |
| air_humidity | 15.286939 |
| air_temperature | 23.983461 |
| clg_setpoint | 25.873505 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 68.0 |
| direct_solar_radiation | 70.0 |
| hour | 18.0 |
| htg_setpoint | 21.638607 |
| month | 6.0 |
| outdoor_humidity | 79.0 |
| outdoor_temperature | 25.084755 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 757671.94 |
| wind_direction | 180.0 |
| wind_speed | 5.95 |
--------------------------------------------------
--------------------------------------------------*********---------------------------------------------------| 48%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.0052770376 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 17.654682 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.517564 |
| air_humidity | 1.7765359 |
| air_temperature | 0.71632516 |
| clg_setpoint | 0.06963968 |
| co2_emission | 0.0 |
| day_of_month | 0.9524344 |
| diffuse_solar_radiation | -0.748261 |
| direct_solar_radiation | -0.6112112 |
| hour | 1.0837394 |
| htg_setpoint | -0.4327695 |
| month | -0.028692894 |
| outdoor_humidity | 1.4360411 |
| outdoor_temperature | 1.1562113 |
| people_occupant | -0.45052496 |
| total_electricity_HVAC | -0.5295955 |
| wind_direction | -0.8725352 |
| wind_speed | 0.52636224 |
| observation/ | |
| HVAC_electricity_demand_rate | 678.13336 |
| air_humidity | 59.910763 |
| air_temperature | 23.686127 |
| clg_setpoint | 26.330133 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 16.03328 |
| month | 6.0 |
| outdoor_humidity | 98.5 |
| outdoor_temperature | 23.272753 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 610320.0 |
| wind_direction | 90.0 |
| wind_speed | 6.2 |
--------------------------------------------------
--------------------------------------------------*********---------------------------------------------------| 48%
| action_network/ | |
| Cooling_Setpoint_RL | 0.7139652 |
| Heating_Setpoint_RL | -0.18368441 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.034634 |
| Heating_Setpoint_RL | 16.591776 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5152201 |
| air_humidity | 1.0066584 |
| air_temperature | 0.43192813 |
| clg_setpoint | 0.35350817 |
| co2_emission | 0.0 |
| day_of_month | 1.0655576 |
| diffuse_solar_radiation | -0.7483539 |
| direct_solar_radiation | -0.61137766 |
| hour | 1.228167 |
| htg_setpoint | -0.15098463 |
| month | -0.028681124 |
| outdoor_humidity | -0.87841547 |
| outdoor_temperature | 1.8069106 |
| people_occupant | -0.45069498 |
| total_electricity_HVAC | -0.5273764 |
| wind_direction | 0.8839538 |
| wind_speed | 0.52628726 |
| observation/ | |
| HVAC_electricity_demand_rate | 689.4448 |
| air_humidity | 49.93436 |
| air_temperature | 23.288641 |
| clg_setpoint | 27.072748 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 17.208828 |
| month | 6.0 |
| outdoor_humidity | 50.0 |
| outdoor_temperature | 29.60058 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 620500.3 |
| wind_direction | 275.0 |
| wind_speed | 6.2 |
--------------------------------------------------
--------------------------------------------------*********---------------------------------------------------| 48%
| action_network/ | |
| Cooling_Setpoint_RL | 0.7396672 |
| Heating_Setpoint_RL | 0.08672458 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.121376 |
| Heating_Setpoint_RL | 18.112825 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5398349 |
| air_humidity | 0.6186147 |
| air_temperature | 0.10599099 |
| clg_setpoint | 1.4729133 |
| co2_emission | 0.0 |
| day_of_month | 1.1784512 |
| diffuse_solar_radiation | -0.74845356 |
| direct_solar_radiation | -0.61166954 |
| hour | 1.3725805 |
| htg_setpoint | -1.3996404 |
| month | -0.028669367 |
| outdoor_humidity | 0.50550437 |
| outdoor_temperature | 1.0952077 |
| people_occupant | -0.689201 |
| total_electricity_HVAC | -0.5507849 |
| wind_direction | 0.07659177 |
| wind_speed | 1.0441629 |
| observation/ | |
| HVAC_electricity_demand_rate | 582.112 |
| air_humidity | 44.90503 |
| air_temperature | 22.833029 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 12.0 |
| month | 6.0 |
| outdoor_humidity | 79.0 |
| outdoor_temperature | 22.711237 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 523900.78 |
| wind_direction | 190.0 |
| wind_speed | 7.45 |
--------------------------------------------------
--------------------------------------------------**********--------------------------------------------------| 49%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.35898215 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 19.644274 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5604869 |
| air_humidity | 1.3012501 |
| air_temperature | -0.56376827 |
| clg_setpoint | 1.4726244 |
| co2_emission | 0.0 |
| day_of_month | 1.2910655 |
| diffuse_solar_radiation | -0.74854845 |
| direct_solar_radiation | -0.6117197 |
| hour | 1.5169762 |
| htg_setpoint | 0.00827012 |
| month | -0.028657624 |
| outdoor_humidity | 0.8150944 |
| outdoor_temperature | 0.84231853 |
| people_occupant | -0.68934315 |
| total_electricity_HVAC | -0.5704308 |
| wind_direction | 0.17152406 |
| wind_speed | 0.9393325 |
| observation/ | |
| HVAC_electricity_demand_rate | 492.04276 |
| air_humidity | 53.767242 |
| air_temperature | 21.896864 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 17.87093 |
| month | 6.0 |
| outdoor_humidity | 85.5 |
| outdoor_temperature | 20.268198 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 442838.47 |
| wind_direction | 200.0 |
| wind_speed | 7.2 |
--------------------------------------------------
--------------------------------------------------**********--------------------------------------------------| 49%
| action_network/ | |
| Cooling_Setpoint_RL | 0.253981 |
| Heating_Setpoint_RL | 0.08767331 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.482185 |
| Heating_Setpoint_RL | 18.118162 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.56731504 |
| air_humidity | 0.59192115 |
| air_temperature | -0.75993526 |
| clg_setpoint | 1.4724709 |
| co2_emission | 0.0 |
| day_of_month | 1.4033461 |
| diffuse_solar_radiation | -0.74869937 |
| direct_solar_radiation | -0.6118686 |
| hour | 1.6613504 |
| htg_setpoint | -1.1726334 |
| month | -0.028645895 |
| outdoor_humidity | 0.8863321 |
| outdoor_temperature | 0.8116167 |
| people_occupant | -0.68948513 |
| total_electricity_HVAC | -0.57692695 |
| wind_direction | 0.17141214 |
| wind_speed | -0.222293 |
| observation/ | |
| HVAC_electricity_demand_rate | 462.72653 |
| air_humidity | 44.57596 |
| air_temperature | 21.62299 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 12.94637 |
| month | 6.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 19.977438 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 416453.88 |
| wind_direction | 200.0 |
| wind_speed | 4.4 |
--------------------------------------------------
--------------------------------------------------**********--------------------------------------------------| 49%
| action_network/ | |
| Cooling_Setpoint_RL | 0.75845623 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.18479 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.57507336 |
| air_humidity | 0.6499135 |
| air_temperature | -0.5202017 |
| clg_setpoint | 0.9046802 |
| co2_emission | 0.0 |
| day_of_month | 1.6290945 |
| diffuse_solar_radiation | -0.74882066 |
| direct_solar_radiation | -0.6116372 |
| hour | -1.6612754 |
| htg_setpoint | -0.09714413 |
| month | -0.028634183 |
| outdoor_humidity | 1.1718454 |
| outdoor_temperature | 0.77821267 |
| people_occupant | -0.6890696 |
| total_electricity_HVAC | -0.58432674 |
| wind_direction | 0.07652108 |
| wind_speed | -0.014534651 |
| observation/ | |
| HVAC_electricity_demand_rate | 427.8753 |
| air_humidity | 45.329144 |
| air_temperature | 21.95854 |
| clg_setpoint | 28.516186 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 17.43179 |
| month | 6.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 19.659443 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 385087.75 |
| wind_direction | 190.0 |
| wind_speed | 4.9 |
--------------------------------------------------
-------------------------------------------------************-------------------------------------------------| 50%
| action_network/ | |
| Cooling_Setpoint_RL | -0.38581097 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.322887 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.12840097 |
| air_humidity | 0.20074093 |
| air_temperature | 0.40430588 |
| clg_setpoint | 0.38878927 |
| co2_emission | 0.0 |
| day_of_month | -1.6730602 |
| diffuse_solar_radiation | -0.74877214 |
| direct_solar_radiation | -0.61150783 |
| hour | -1.5167257 |
| htg_setpoint | 1.2981071 |
| month | 0.26341176 |
| outdoor_humidity | 1.3384974 |
| outdoor_temperature | 0.75610465 |
| people_occupant | -0.68865484 |
| total_electricity_HVAC | 0.08459675 |
| wind_direction | 0.45670062 |
| wind_speed | -0.55414724 |
| observation/ | |
| HVAC_electricity_demand_rate | 3512.0713 |
| air_humidity | 39.50479 |
| air_temperature | 23.250278 |
| clg_setpoint | 27.167519 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 7.0 |
| outdoor_humidity | 96.5 |
| outdoor_temperature | 19.450851 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3160864.2 |
| wind_direction | 230.0 |
| wind_speed | 3.6 |
-------------------------------------------------
-------------------------------------------------************-------------------------------------------------| 50%
| action_network/ | |
| Cooling_Setpoint_RL | -0.18367958 |
| Heating_Setpoint_RL | 0.7913893 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.005081 |
| Heating_Setpoint_RL | 22.076565 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.65291905 |
| air_humidity | 2.1012645 |
| air_temperature | -0.4285746 |
| clg_setpoint | 1.0715222 |
| co2_emission | 0.0 |
| day_of_month | -1.5567986 |
| diffuse_solar_radiation | -0.74890256 |
| direct_solar_radiation | -0.611823 |
| hour | -1.372198 |
| htg_setpoint | 0.46355963 |
| month | 0.26329687 |
| outdoor_humidity | 1.1710846 |
| outdoor_temperature | 0.502476 |
| people_occupant | -0.688797 |
| total_electricity_HVAC | -0.65836316 |
| wind_direction | -1.7308766 |
| wind_speed | -2.0479915 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 64.15103 |
| air_temperature | 22.08747 |
| clg_setpoint | 28.953123 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 19.77015 |
| month | 7.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 16.998117 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
-------------------------------------------------************-------------------------------------------------| 50%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.86395246 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 22.484734 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.3894096 |
| air_humidity | -0.06698762 |
| air_temperature | 0.4041571 |
| clg_setpoint | 0.21192145 |
| co2_emission | 0.0 |
| day_of_month | -1.4410288 |
| diffuse_solar_radiation | -0.74900836 |
| direct_solar_radiation | -0.6120434 |
| hour | -1.2276881 |
| htg_setpoint | 1.2979227 |
| month | 0.26318213 |
| outdoor_humidity | 0.9798188 |
| outdoor_temperature | 1.0077466 |
| people_occupant | -0.68893886 |
| total_electricity_HVAC | 0.33279395 |
| wind_direction | 0.5045451 |
| wind_speed | -0.86453235 |
| observation/ | |
| HVAC_electricity_demand_rate | 4657.0703 |
| air_humidity | 36.05532 |
| air_temperature | 23.25045 |
| clg_setpoint | 26.704506 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 23.25 |
| month | 7.0 |
| outdoor_humidity | 89.0 |
| outdoor_temperature | 21.910683 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4191363.2 |
| wind_direction | 235.0 |
| wind_speed | 2.85 |
-------------------------------------------------
--------------------------------------------------***********-------------------------------------------------| 50%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.117896244 |
| air_humidity | 0.100958236 |
| air_temperature | 0.40389103 |
| clg_setpoint | 1.2765014 |
| co2_emission | 0.0 |
| day_of_month | -1.3256786 |
| diffuse_solar_radiation | -0.7489593 |
| direct_solar_radiation | -0.61183417 |
| hour | -1.0831925 |
| htg_setpoint | 1.2974468 |
| month | 0.2630675 |
| outdoor_humidity | 1.2424384 |
| outdoor_temperature | 0.99025685 |
| people_occupant | -0.68908054 |
| total_electricity_HVAC | -0.14961217 |
| wind_direction | -1.255154 |
| wind_speed | -0.4489073 |
| observation/ | |
| HVAC_electricity_demand_rate | 2433.955 |
| air_humidity | 38.24273 |
| air_temperature | 23.250263 |
| clg_setpoint | 29.48923 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 23.25 |
| month | 7.0 |
| outdoor_humidity | 94.5 |
| outdoor_temperature | 21.755943 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2190559.5 |
| wind_direction | 50.0 |
| wind_speed | 3.85 |
--------------------------------------------------
-------------------------------------------------*************------------------------------------------------| 51%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.9262533 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 22.835175 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.18179595 |
| air_humidity | -0.18650922 |
| air_temperature | 0.40360954 |
| clg_setpoint | 1.4716163 |
| co2_emission | 0.0 |
| day_of_month | -1.2106824 |
| diffuse_solar_radiation | -0.44529113 |
| direct_solar_radiation | -0.61205584 |
| hour | -0.9387081 |
| htg_setpoint | 1.2972944 |
| month | 0.26295307 |
| outdoor_humidity | 1.1707876 |
| outdoor_temperature | 1.1773125 |
| people_occupant | -0.689222 |
| total_electricity_HVAC | 0.30806574 |
| wind_direction | -1.1118792 |
| wind_speed | -1.0713073 |
| observation/ | |
| HVAC_electricity_demand_rate | 3747.5 |
| air_humidity | 34.52265 |
| air_temperature | 23.250088 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 30.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 23.25 |
| month | 7.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 23.584923 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4088940.2 |
| wind_direction | 65.0 |
| wind_speed | 2.35 |
| train/ | |
| approx_kl | 0.010629644 |
| clip_fraction | 0.11 |
| clip_range | 0.2 |
| entropy_loss | -2.48 |
| explained_variance | 0.309 |
| learning_rate | 0.0003 |
| loss | 0.561 |
| n_updates | 600 |
| policy_gradient_loss | -0.0142 |
| std | 0.835 |
| value_loss | 1.87 |
-------------------------------------------------
-------------------------------------------------*************------------------------------------------------| 51%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.3441354 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 15.689239 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5649356 |
| air_humidity | -0.5125652 |
| air_temperature | 0.051620707 |
| clg_setpoint | 1.4713438 |
| co2_emission | 0.0 |
| day_of_month | -1.0959806 |
| diffuse_solar_radiation | 0.16174711 |
| direct_solar_radiation | -0.35988608 |
| hour | -0.7942321 |
| htg_setpoint | -0.9553326 |
| month | 0.26283878 |
| outdoor_humidity | 1.0030537 |
| outdoor_temperature | 1.3830367 |
| people_occupant | -0.68936324 |
| total_electricity_HVAC | -0.5747429 |
| wind_direction | 0.5055972 |
| wind_speed | -0.24082081 |
| observation/ | |
| HVAC_electricity_demand_rate | 476.60208 |
| air_humidity | 30.301962 |
| air_temperature | 22.759436 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 90.0 |
| direct_solar_radiation | 63.0 |
| hour | 6.0 |
| htg_setpoint | 13.8573265 |
| month | 7.0 |
| outdoor_humidity | 89.5 |
| outdoor_temperature | 25.598022 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 428941.88 |
| wind_direction | 235.0 |
| wind_speed | 4.35 |
-------------------------------------------------
-------------------------------------------------*************------------------------------------------------| 51%
| action_network/ | |
| Cooling_Setpoint_RL | 0.73619545 |
| Heating_Setpoint_RL | -0.2877767 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.10966 |
| Heating_Setpoint_RL | 16.006256 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.56312746 |
| air_humidity | -1.6489311 |
| air_temperature | 0.09140869 |
| clg_setpoint | 0.969898 |
| co2_emission | 0.0 |
| day_of_month | -0.9815199 |
| diffuse_solar_radiation | 0.8293427 |
| direct_solar_radiation | -0.6123259 |
| hour | -0.649762 |
| htg_setpoint | -0.7530126 |
| month | 0.26272464 |
| outdoor_humidity | 0.14304478 |
| outdoor_temperature | 1.5849574 |
| people_occupant | -0.6889502 |
| total_electricity_HVAC | -0.57301694 |
| wind_direction | 0.60077196 |
| wind_speed | -0.75948304 |
| observation/ | |
| HVAC_electricity_demand_rate | 483.76074 |
| air_humidity | 15.552644 |
| air_temperature | 22.815758 |
| clg_setpoint | 28.689144 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 156.0 |
| direct_solar_radiation | 0.0 |
| hour | 7.0 |
| htg_setpoint | 14.697964 |
| month | 7.0 |
| outdoor_humidity | 71.5 |
| outdoor_temperature | 27.585943 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 435384.66 |
| wind_direction | 245.0 |
| wind_speed | 3.1 |
-------------------------------------------------
-------------------------------------------------*************------------------------------------------------| 51%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.45060536 |
| air_humidity | -0.89476424 |
| air_temperature | 2.3911433 |
| clg_setpoint | 1.4706359 |
| co2_emission | 0.0 |
| day_of_month | -0.8672523 |
| diffuse_solar_radiation | 2.1336162 |
| direct_solar_radiation | 0.88037735 |
| hour | -0.50529593 |
| htg_setpoint | 1.0023475 |
| month | 0.26261064 |
| outdoor_humidity | 0.21476825 |
| outdoor_temperature | 1.9176599 |
| people_occupant | 1.69562 |
| total_electricity_HVAC | -0.4812405 |
| wind_direction | 0.0772027 |
| wind_speed | -0.65524477 |
| observation/ | |
| HVAC_electricity_demand_rate | 975.69525 |
| air_humidity | 25.303078 |
| air_temperature | 26.023577 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 285.0 |
| direct_solar_radiation | 373.0 |
| hour | 8.0 |
| htg_setpoint | 22.016392 |
| month | 7.0 |
| outdoor_humidity | 73.0 |
| outdoor_temperature | 30.852299 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 815007.7 |
| wind_direction | 190.0 |
| wind_speed | 3.35 |
-------------------------------------------------
-------------------------------------------------**************-----------------------------------------------| 52%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.0326453 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.44137 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.0356128 |
| air_humidity | 1.0624255 |
| air_temperature | 0.40143368 |
| clg_setpoint | -1.1091863 |
| co2_emission | 0.0 |
| day_of_month | -0.75313556 |
| diffuse_solar_radiation | 1.7683228 |
| direct_solar_radiation | 1.869043 |
| hour | -0.36083233 |
| htg_setpoint | 0.91995484 |
| month | 0.26249677 |
| outdoor_humidity | 0.23804589 |
| outdoor_temperature | 1.7903492 |
| people_occupant | 1.6951607 |
| total_electricity_HVAC | 1.8983778 |
| wind_direction | 0.26805824 |
| wind_speed | -0.6543239 |
| observation/ | |
| HVAC_electricity_demand_rate | 11864.383 |
| air_humidity | 50.721123 |
| air_temperature | 23.249165 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 249.0 |
| direct_solar_radiation | 620.0 |
| hour | 9.0 |
| htg_setpoint | 21.673931 |
| month | 7.0 |
| outdoor_humidity | 73.5 |
| outdoor_temperature | 29.634628 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 10677944.0 |
| wind_direction | 210.0 |
| wind_speed | 3.35 |
-------------------------------------------------
------------------------------------------------***************-----------------------------------------------| 52%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.3189621 |
| air_humidity | 1.119227 |
| air_temperature | 0.40092468 |
| clg_setpoint | -1.1090608 |
| co2_emission | 0.0 |
| day_of_month | -0.6391331 |
| diffuse_solar_radiation | 2.6057827 |
| direct_solar_radiation | 1.4404993 |
| hour | -0.21637 |
| htg_setpoint | 0.67461044 |
| month | 0.26238307 |
| outdoor_humidity | -1.2917324 |
| outdoor_temperature | 1.9655299 |
| people_occupant | 1.6947025 |
| total_electricity_HVAC | 1.2169203 |
| wind_direction | 0.9340631 |
| wind_speed | -0.3428512 |
| observation/ | |
| HVAC_electricity_demand_rate | 8728.211 |
| air_humidity | 51.464066 |
| air_temperature | 23.248632 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 332.0 |
| direct_solar_radiation | 513.0 |
| hour | 10.0 |
| htg_setpoint | 20.65036 |
| month | 7.0 |
| outdoor_humidity | 41.5 |
| outdoor_temperature | 31.365892 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 7855390.0 |
| wind_direction | 280.0 |
| wind_speed | 4.1 |
------------------------------------------------
--------------------------------------------------*************-----------------------------------------------| 52%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.5516999 |
| air_humidity | 1.0944712 |
| air_temperature | 0.40112442 |
| clg_setpoint | -1.1087906 |
| co2_emission | 0.0 |
| day_of_month | -0.5252135 |
| diffuse_solar_radiation | 2.139849 |
| direct_solar_radiation | 2.028231 |
| hour | -0.07190817 |
| htg_setpoint | -0.11248669 |
| month | 0.26226953 |
| outdoor_humidity | -1.314722 |
| outdoor_temperature | 1.3439134 |
| people_occupant | 1.21759 |
| total_electricity_HVAC | 0.48683453 |
| wind_direction | -1.6365625 |
| wind_speed | -0.010758932 |
| observation/ | |
| HVAC_electricity_demand_rate | 5368.0635 |
| air_humidity | 51.14755 |
| air_temperature | 23.249138 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 286.0 |
| direct_solar_radiation | 660.0 |
| hour | 11.0 |
| htg_setpoint | 17.366821 |
| month | 7.0 |
| outdoor_humidity | 41.0 |
| outdoor_temperature | 25.32628 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 4829611.0 |
| wind_direction | 10.0 |
| wind_speed | 4.9 |
--------------------------------------------------
-------------------------------------------------***************----------------------------------------------| 53%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.0986923 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.069855 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.43132946 |
| air_humidity | 1.0115818 |
| air_temperature | 0.40132195 |
| clg_setpoint | -1.1084192 |
| co2_emission | 0.0 |
| day_of_month | -0.41135067 |
| diffuse_solar_radiation | 0.88674355 |
| direct_solar_radiation | 2.4151351 |
| hour | 0.07255358 |
| htg_setpoint | -0.7220596 |
| month | 0.2621561 |
| outdoor_humidity | -1.5769292 |
| outdoor_temperature | 1.6174793 |
| people_occupant | 0.2639686 |
| total_electricity_HVAC | 0.37427914 |
| wind_direction | 0.3143047 |
| wind_speed | 0.32209492 |
| observation/ | |
| HVAC_electricity_demand_rate | 4840.615 |
| air_humidity | 50.077305 |
| air_temperature | 23.24946 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 162.0 |
| direct_solar_radiation | 757.0 |
| hour | 12.0 |
| htg_setpoint | 14.824507 |
| month | 7.0 |
| outdoor_humidity | 35.5 |
| outdoor_temperature | 28.00503 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 4362897.5 |
| wind_direction | 215.0 |
| wind_speed | 5.7 |
-------------------------------------------------
-------------------------------------------------***************----------------------------------------------| 53%
| action_network/ | |
| Cooling_Setpoint_RL | 0.46967408 |
| Heating_Setpoint_RL | -0.64787793 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.21015 |
| Heating_Setpoint_RL | 13.980686 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.50019324 |
| air_humidity | -0.9969296 |
| air_temperature | 0.94934404 |
| clg_setpoint | -0.08327316 |
| co2_emission | 0.0 |
| day_of_month | -0.29752392 |
| diffuse_solar_radiation | 1.5737185 |
| direct_solar_radiation | 2.2492762 |
| hour | 0.21701524 |
| htg_setpoint | -1.398971 |
| month | 0.26204285 |
| outdoor_humidity | -0.5970889 |
| outdoor_temperature | 1.8799002 |
| people_occupant | -0.6892427 |
| total_electricity_HVAC | -0.5248066 |
| wind_direction | 0.076055616 |
| wind_speed | 0.32225037 |
| observation/ | |
| HVAC_electricity_demand_rate | 763.0369 |
| air_humidity | 24.014902 |
| air_temperature | 24.012915 |
| clg_setpoint | 25.932745 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 230.0 |
| direct_solar_radiation | 716.0 |
| hour | 13.0 |
| htg_setpoint | 12.0 |
| month | 7.0 |
| outdoor_humidity | 56.0 |
| outdoor_temperature | 30.584087 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 638657.1 |
| wind_direction | 190.0 |
| wind_speed | 5.7 |
-------------------------------------------------
--------------------------------------------------**************----------------------------------------------| 53%
| action_network/ | |
| Cooling_Setpoint_RL | -0.35711503 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.419737 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5350541 |
| air_humidity | -1.77723 |
| air_temperature | 0.7284763 |
| clg_setpoint | 1.4707993 |
| co2_emission | 0.0 |
| day_of_month | -0.18371767 |
| diffuse_solar_radiation | 2.139063 |
| direct_solar_radiation | -0.61377585 |
| hour | 0.3614764 |
| htg_setpoint | -1.3980955 |
| month | 0.26192972 |
| outdoor_humidity | -0.095056765 |
| outdoor_temperature | 1.3403605 |
| people_occupant | -0.68883216 |
| total_electricity_HVAC | -0.54690814 |
| wind_direction | -0.59020483 |
| wind_speed | 0.63423496 |
| observation/ | |
| HVAC_electricity_demand_rate | 609.63184 |
| air_humidity | 13.862129 |
| air_temperature | 23.706017 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 286.0 |
| direct_solar_radiation | 0.0 |
| hour | 14.0 |
| htg_setpoint | 12.0 |
| month | 7.0 |
| outdoor_humidity | 66.5 |
| outdoor_temperature | 25.33838 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 546363.5 |
| wind_direction | 120.0 |
| wind_speed | 6.45 |
--------------------------------------------------
-------------------------------------------------***************----------------------------------------------| 53%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.67039573 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.854024 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.0902784 |
| air_humidity | 1.189455 |
| air_temperature | 0.39989635 |
| clg_setpoint | -1.1091249 |
| co2_emission | 0.0 |
| day_of_month | -0.06992155 |
| diffuse_solar_radiation | 1.2189605 |
| direct_solar_radiation | 0.86199427 |
| hour | 0.50593626 |
| htg_setpoint | -1.0940313 |
| month | 0.26181677 |
| outdoor_humidity | -0.26316428 |
| outdoor_temperature | 1.6309947 |
| people_occupant | 1.69511 |
| total_electricity_HVAC | 0.99945617 |
| wind_direction | 0.45796272 |
| wind_speed | -1.2994255 |
| observation/ | |
| HVAC_electricity_demand_rate | 7718.3345 |
| air_humidity | 52.380123 |
| air_temperature | 23.248539 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 195.0 |
| direct_solar_radiation | 369.0 |
| hour | 15.0 |
| htg_setpoint | 13.267537 |
| month | 7.0 |
| outdoor_humidity | 63.0 |
| outdoor_temperature | 28.184895 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 6946501.0 |
| wind_direction | 230.0 |
| wind_speed | 1.8 |
-------------------------------------------------
-----------------------------------------------------************---------------------------------------------| 54%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.000110143796 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.62438 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.7991651 |
| air_humidity | 1.335164 |
| air_temperature | 0.39984438 |
| clg_setpoint | -1.1088849 |
| co2_emission | 0.0 |
| day_of_month | 0.043869633 |
| diffuse_solar_radiation | 0.8647943 |
| direct_solar_radiation | -0.28956383 |
| hour | 0.6503938 |
| htg_setpoint | 1.2986403 |
| month | 0.26170394 |
| outdoor_humidity | -0.9089606 |
| outdoor_temperature | 1.8491398 |
| people_occupant | 1.694654 |
| total_electricity_HVAC | 0.7226167 |
| wind_direction | 0.79114974 |
| wind_speed | -0.3422412 |
| observation/ | |
| HVAC_electricity_demand_rate | 6445.3037 |
| air_humidity | 54.27886 |
| air_temperature | 23.24857 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 160.0 |
| direct_solar_radiation | 81.0 |
| hour | 16.0 |
| htg_setpoint | 23.25 |
| month | 7.0 |
| outdoor_humidity | 49.5 |
| outdoor_temperature | 30.333534 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 5800773.5 |
| wind_direction | 265.0 |
| wind_speed | 4.1 |
-----------------------------------------------------
-------------------------------------------------****************---------------------------------------------| 54%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.6111664 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 21.062813 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.6024672 |
| air_humidity | 1.2317518 |
| air_temperature | 0.40000418 |
| clg_setpoint | -1.1086768 |
| co2_emission | 0.0 |
| day_of_month | 0.15765595 |
| diffuse_solar_radiation | 0.46070954 |
| direct_solar_radiation | -0.3258122 |
| hour | 0.79484725 |
| htg_setpoint | 1.2987169 |
| month | 0.26159126 |
| outdoor_humidity | -0.6697017 |
| outdoor_temperature | 1.5276068 |
| people_occupant | 1.6941991 |
| total_electricity_HVAC | 0.53559047 |
| wind_direction | 0.030184664 |
| wind_speed | -0.11297985 |
| observation/ | |
| HVAC_electricity_demand_rate | 5585.078 |
| air_humidity | 52.94153 |
| air_temperature | 23.249016 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 120.0 |
| direct_solar_radiation | 72.0 |
| hour | 17.0 |
| htg_setpoint | 23.25 |
| month | 7.0 |
| outdoor_humidity | 54.5 |
| outdoor_temperature | 27.21207 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 5026748.0 |
| wind_direction | 185.0 |
| wind_speed | 4.65 |
-------------------------------------------------
--------------------------------------------------***************---------------------------------------------| 54%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.60018015 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 21.001015 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.120440096 |
| air_humidity | 2.196461 |
| air_temperature | 0.40036166 |
| clg_setpoint | -1.1084551 |
| co2_emission | 0.0 |
| day_of_month | 0.27143237 |
| diffuse_solar_radiation | -0.26630205 |
| direct_solar_radiation | -0.49743354 |
| hour | 0.9392948 |
| htg_setpoint | 0.03650236 |
| month | 0.26147872 |
| outdoor_humidity | 0.42997965 |
| outdoor_temperature | 1.1212349 |
| people_occupant | 0.50222445 |
| total_electricity_HVAC | -0.15201661 |
| wind_direction | -0.39782262 |
| wind_speed | -0.5494096 |
| observation/ | |
| HVAC_electricity_demand_rate | 2424.823 |
| air_humidity | 65.49401 |
| air_temperature | 23.249697 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 48.0 |
| direct_solar_radiation | 29.0 |
| hour | 18.0 |
| htg_setpoint | 17.986572 |
| month | 7.0 |
| outdoor_humidity | 77.5 |
| outdoor_temperature | 23.256588 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 2182340.8 |
| wind_direction | 140.0 |
| wind_speed | 3.6 |
--------------------------------------------------
-------------------------------------------------****************---------------------------------------------| 54%
| action_network/ | |
| Cooling_Setpoint_RL | 0.34087452 |
| Heating_Setpoint_RL | -0.2361201 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.775452 |
| Heating_Setpoint_RL | 16.296825 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.3039138 |
| air_humidity | 1.2967197 |
| air_temperature | 0.40023497 |
| clg_setpoint | -1.1081877 |
| co2_emission | 0.0 |
| day_of_month | 0.38518864 |
| diffuse_solar_radiation | -0.75098187 |
| direct_solar_radiation | -0.6135927 |
| hour | 1.0837342 |
| htg_setpoint | 0.8974579 |
| month | 0.26136634 |
| outdoor_humidity | 0.9079882 |
| outdoor_temperature | 1.4586265 |
| people_occupant | -0.45121753 |
| total_electricity_HVAC | -0.32653674 |
| wind_direction | 0.07838994 |
| wind_speed | 0.09602284 |
| observation/ | |
| HVAC_electricity_demand_rate | 1623.9801 |
| air_humidity | 53.81355 |
| air_temperature | 23.24973 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 21.579311 |
| month | 7.0 |
| outdoor_humidity | 87.5 |
| outdoor_temperature | 26.567085 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 1461582.1 |
| wind_direction | 190.0 |
| wind_speed | 5.15 |
-------------------------------------------------
-------------------------------------------------*****************--------------------------------------------| 55%
| action_network/ | |
| Cooling_Setpoint_RL | 0.6531806 |
| Heating_Setpoint_RL | 0.45527494 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.829485 |
| Heating_Setpoint_RL | 20.18592 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.25976035 |
| air_humidity | -0.9062086 |
| air_temperature | 0.5115326 |
| clg_setpoint | -1.0449407 |
| co2_emission | 0.0 |
| day_of_month | 0.4989096 |
| diffuse_solar_radiation | -0.7509678 |
| direct_solar_radiation | -0.6137237 |
| hour | 1.2281626 |
| htg_setpoint | -0.4616067 |
| month | 0.2612541 |
| outdoor_humidity | 0.787729 |
| outdoor_temperature | 1.5915935 |
| people_occupant | -0.6891236 |
| total_electricity_HVAC | -0.15065855 |
| wind_direction | 0.17355317 |
| wind_speed | 0.3044449 |
| observation/ | |
| HVAC_electricity_demand_rate | 1815.9686 |
| air_humidity | 25.185303 |
| air_temperature | 23.404793 |
| clg_setpoint | 23.416119 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 15.909645 |
| month | 7.0 |
| outdoor_humidity | 85.0 |
| outdoor_temperature | 27.886946 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2187877.2 |
| wind_direction | 200.0 |
| wind_speed | 5.65 |
-------------------------------------------------
-------------------------------------------------*****************--------------------------------------------| 55%
| action_network/ | |
| Cooling_Setpoint_RL | 0.24524999 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.452719 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5439414 |
| air_humidity | -1.6988509 |
| air_temperature | 0.5089808 |
| clg_setpoint | 1.4696155 |
| co2_emission | 0.0 |
| day_of_month | 0.6125748 |
| diffuse_solar_radiation | -0.75098044 |
| direct_solar_radiation | -0.6137884 |
| hour | 1.3725771 |
| htg_setpoint | -1.3981665 |
| month | 0.26114202 |
| outdoor_humidity | 0.8352834 |
| outdoor_temperature | 1.3944355 |
| people_occupant | -0.6887154 |
| total_electricity_HVAC | -0.5548422 |
| wind_direction | 0.07809006 |
| wind_speed | 1.0536854 |
| observation/ | |
| HVAC_electricity_demand_rate | 573.40906 |
| air_humidity | 14.861581 |
| air_temperature | 23.401829 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 12.0 |
| month | 7.0 |
| outdoor_humidity | 86.0 |
| outdoor_temperature | 25.97723 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 516068.16 |
| wind_direction | 190.0 |
| wind_speed | 7.45 |
-------------------------------------------------
--------------------------------------------------****************--------------------------------------------| 55%
| action_network/ | |
| Cooling_Setpoint_RL | 0.76075006 |
| Heating_Setpoint_RL | -0.7315289 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.192532 |
| Heating_Setpoint_RL | 13.51015 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.54468983 |
| air_humidity | 0.545495 |
| air_temperature | -0.058965784 |
| clg_setpoint | 1.4693569 |
| co2_emission | 0.0 |
| day_of_month | 0.7261591 |
| diffuse_solar_radiation | -0.75104 |
| direct_solar_radiation | -0.6137941 |
| hour | 1.5169741 |
| htg_setpoint | -1.3979686 |
| month | 0.26103005 |
| outdoor_humidity | 0.9066365 |
| outdoor_temperature | 1.2927464 |
| people_occupant | -0.68885523 |
| total_electricity_HVAC | -0.555553 |
| wind_direction | 0.17333086 |
| wind_speed | 0.4284926 |
| observation/ | |
| HVAC_electricity_demand_rate | 570.7661 |
| air_humidity | 44.035713 |
| air_temperature | 22.612791 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 12.0 |
| month | 7.0 |
| outdoor_humidity | 87.5 |
| outdoor_temperature | 24.999454 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 513689.53 |
| wind_direction | 200.0 |
| wind_speed | 5.95 |
--------------------------------------------------
-------------------------------------------------******************-------------------------------------------| 56%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.22640485 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 16.351473 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.025330886 |
| air_humidity | 1.2950683 |
| air_temperature | -0.1018907 |
| clg_setpoint | 0.9435008 |
| co2_emission | 0.0 |
| day_of_month | 0.839632 |
| diffuse_solar_radiation | -0.751143 |
| direct_solar_radiation | -0.6135307 |
| hour | 1.6613498 |
| htg_setpoint | 1.1307023 |
| month | 0.26091823 |
| outdoor_humidity | 1.1211749 |
| outdoor_temperature | 0.8220973 |
| people_occupant | -0.68899477 |
| total_electricity_HVAC | 0.21057189 |
| wind_direction | 0.31626245 |
| wind_speed | -0.3209804 |
| observation/ | |
| HVAC_electricity_demand_rate | 3060.1013 |
| air_humidity | 53.799202 |
| air_temperature | 22.553505 |
| clg_setpoint | 28.623503 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 22.550978 |
| month | 7.0 |
| outdoor_humidity | 92.0 |
| outdoor_temperature | 20.401491 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3679325.0 |
| wind_direction | 215.0 |
| wind_speed | 4.15 |
-------------------------------------------------
--------------------------------------------------*****************-------------------------------------------| 56%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.06540382 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 17.992897 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.092078105 |
| air_humidity | 0.34461936 |
| air_temperature | 0.026740843 |
| clg_setpoint | 1.4599655 |
| co2_emission | 0.0 |
| day_of_month | 1.0670114 |
| diffuse_solar_radiation | -0.75123423 |
| direct_solar_radiation | -0.61366653 |
| hour | -1.6612763 |
| htg_setpoint | 1.1734216 |
| month | 0.26080656 |
| outdoor_humidity | 0.8815322 |
| outdoor_temperature | 1.1130159 |
| people_occupant | -0.6891341 |
| total_electricity_HVAC | 0.08932655 |
| wind_direction | 0.26849976 |
| wind_speed | -0.86201096 |
| observation/ | |
| HVAC_electricity_demand_rate | 2548.1428 |
| air_humidity | 41.445576 |
| air_temperature | 22.732529 |
| clg_setpoint | 29.976164 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 22.729937 |
| month | 7.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 23.261425 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3178952.2 |
| wind_direction | 210.0 |
| wind_speed | 2.85 |
--------------------------------------------------
-------------------------------------------------******************-------------------------------------------| 56%
| action_network/ | |
| Cooling_Setpoint_RL | 0.5911493 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.620129 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.56848544 |
| air_humidity | 0.62685555 |
| air_temperature | -0.26596478 |
| clg_setpoint | 1.0042418 |
| co2_emission | 0.0 |
| day_of_month | 1.1801358 |
| diffuse_solar_radiation | -0.75111884 |
| direct_solar_radiation | -0.6137116 |
| hour | -1.5167283 |
| htg_setpoint | 0.8442433 |
| month | 0.26069504 |
| outdoor_humidity | 0.9530084 |
| outdoor_temperature | 1.0465372 |
| people_occupant | -0.6892733 |
| total_electricity_HVAC | -0.5777726 |
| wind_direction | 0.45916244 |
| wind_speed | -1.1741823 |
| observation/ | |
| HVAC_electricity_demand_rate | 469.37503 |
| air_humidity | 45.12517 |
| air_temperature | 22.326414 |
| clg_setpoint | 28.782368 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 21.357807 |
| month | 7.0 |
| outdoor_humidity | 88.5 |
| outdoor_temperature | 22.62334 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 424297.7 |
| wind_direction | 230.0 |
| wind_speed | 2.1 |
-------------------------------------------------
-------------------------------------------------******************-------------------------------------------| 57%
| action_network/ | |
| Cooling_Setpoint_RL | -0.8476381 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.764221 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.18737303 |
| air_humidity | 0.39314288 |
| air_temperature | 0.39742962 |
| clg_setpoint | 1.4694421 |
| co2_emission | 0.0 |
| day_of_month | 1.293015 |
| diffuse_solar_radiation | -0.75123876 |
| direct_solar_radiation | -0.61373276 |
| hour | -1.3722018 |
| htg_setpoint | 1.2975659 |
| month | 0.26058367 |
| outdoor_humidity | 1.119932 |
| outdoor_temperature | 1.1322688 |
| people_occupant | -0.68941224 |
| total_electricity_HVAC | -0.21571861 |
| wind_direction | 0.6500344 |
| wind_speed | -0.65329826 |
| observation/ | |
| HVAC_electricity_demand_rate | 2133.7563 |
| air_humidity | 42.09608 |
| air_temperature | 23.247726 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 23.25 |
| month | 7.0 |
| outdoor_humidity | 92.0 |
| outdoor_temperature | 23.475267 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1920380.8 |
| wind_direction | 250.0 |
| wind_speed | 3.35 |
| train/ | |
| approx_kl | 0.007802408 |
| clip_fraction | 0.0689 |
| clip_range | 0.2 |
| entropy_loss | -2.48 |
| explained_variance | 0.677 |
| learning_rate | 0.0003 |
| loss | 0.617 |
| n_updates | 610 |
| policy_gradient_loss | -0.00942 |
| std | 0.838 |
| value_loss | 1.91 |
-------------------------------------------------
-------------------------------------------------******************-------------------------------------------| 57%
| action_network/ | |
| Cooling_Setpoint_RL | 0.28313586 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.580584 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.58020896 |
| air_humidity | -1.2958276 |
| air_temperature | -0.21118963 |
| clg_setpoint | 1.1656483 |
| co2_emission | 0.0 |
| day_of_month | 1.4055983 |
| diffuse_solar_radiation | -0.751274 |
| direct_solar_radiation | -0.61372936 |
| hour | -1.2276928 |
| htg_setpoint | -0.6830717 |
| month | 0.26047242 |
| outdoor_humidity | 1.406783 |
| outdoor_temperature | 1.1482011 |
| people_occupant | -0.68900573 |
| total_electricity_HVAC | -0.58937997 |
| wind_direction | 0.22036621 |
| wind_speed | 0.32634374 |
| observation/ | |
| HVAC_electricity_demand_rate | 418.56653 |
| air_humidity | 20.121721 |
| air_temperature | 22.40323 |
| clg_setpoint | 29.20476 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 14.985658 |
| month | 7.0 |
| outdoor_humidity | 98.0 |
| outdoor_temperature | 23.644148 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 376709.88 |
| wind_direction | 205.0 |
| wind_speed | 5.7 |
-------------------------------------------------
-------------------------------------------------******************-------------------------------------------| 57%
| action_network/ | |
| Cooling_Setpoint_RL | -0.97284895 |
| Heating_Setpoint_RL | -0.71745944 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.341635 |
| Heating_Setpoint_RL | 13.589291 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.19453153 |
| air_humidity | -1.9333845 |
| air_temperature | -0.22947711 |
| clg_setpoint | -0.5264827 |
| co2_emission | 0.0 |
| day_of_month | 1.5178304 |
| diffuse_solar_radiation | -0.75133204 |
| direct_solar_radiation | -0.61366785 |
| hour | -1.083198 |
| htg_setpoint | 1.088476 |
| month | 0.26036134 |
| outdoor_humidity | 0.6881093 |
| outdoor_temperature | 0.80187917 |
| people_occupant | -0.6886 |
| total_electricity_HVAC | 0.14755309 |
| wind_direction | 1.0797391 |
| wind_speed | -0.75740343 |
| observation/ | |
| HVAC_electricity_demand_rate | 3796.9583 |
| air_humidity | 11.79216 |
| air_temperature | 22.378279 |
| clg_setpoint | 24.775236 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 22.375103 |
| month | 7.0 |
| outdoor_humidity | 83.0 |
| outdoor_temperature | 20.260105 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3417262.2 |
| wind_direction | 295.0 |
| wind_speed | 3.1 |
-------------------------------------------------
-------------------------------------------------******************-------------------------------------------| 57%
| action_network/ | |
| Cooling_Setpoint_RL | 0.32940903 |
| Heating_Setpoint_RL | -0.15583271 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.736755 |
| Heating_Setpoint_RL | 16.748442 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.57279825 |
| air_humidity | 0.011078191 |
| air_temperature | -0.28581068 |
| clg_setpoint | 1.0164702 |
| co2_emission | 0.0 |
| day_of_month | 1.6296521 |
| diffuse_solar_radiation | -0.4096616 |
| direct_solar_radiation | -0.5856196 |
| hour | -0.93871385 |
| htg_setpoint | 0.95583856 |
| month | 0.2602504 |
| outdoor_humidity | 1.5019954 |
| outdoor_temperature | 1.1204711 |
| people_occupant | -0.6887391 |
| total_electricity_HVAC | -0.5820892 |
| wind_direction | 0.1244458 |
| wind_speed | -0.54861116 |
| observation/ | |
| HVAC_electricity_demand_rate | 450.77844 |
| air_humidity | 37.10694 |
| air_temperature | 22.300514 |
| clg_setpoint | 28.814327 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 34.0 |
| direct_solar_radiation | 7.0 |
| hour | 5.0 |
| htg_setpoint | 21.821972 |
| month | 7.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 23.393621 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 406670.28 |
| wind_direction | 195.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------******************------------------------------------------| 58%
| action_network/ | |
| Cooling_Setpoint_RL | 0.5178735 |
| Heating_Setpoint_RL | 0.35655046 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.372824 |
| Heating_Setpoint_RL | 19.630596 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.59264743 |
| air_humidity | -0.050751716 |
| air_temperature | 0.24184214 |
| clg_setpoint | 1.4694098 |
| co2_emission | 0.0 |
| day_of_month | 1.7410003 |
| diffuse_solar_radiation | -0.007942657 |
| direct_solar_radiation | -0.61377144 |
| hour | -0.7942381 |
| htg_setpoint | -1.398592 |
| month | 0.26013958 |
| outdoor_humidity | 1.0704242 |
| outdoor_temperature | 0.9999126 |
| people_occupant | -0.688878 |
| total_electricity_HVAC | -0.6012311 |
| wind_direction | -0.92682064 |
| wind_speed | -1.7367954 |
| observation/ | |
| HVAC_electricity_demand_rate | 365.27643 |
| air_humidity | 36.309578 |
| air_temperature | 23.032566 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 74.0 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 12.0 |
| month | 7.0 |
| outdoor_humidity | 91.0 |
| outdoor_temperature | 22.223648 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 328748.78 |
| wind_direction | 85.0 |
| wind_speed | 0.75 |
--------------------------------------------------
--------------------------------------------------******************------------------------------------------| 58%
| action_network/ | |
| Cooling_Setpoint_RL | 0.92419684 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.744164 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.14754075 |
| air_humidity | 0.07947974 |
| air_temperature | 0.39973035 |
| clg_setpoint | -0.5152396 |
| co2_emission | 0.0 |
| day_of_month | -1.6725206 |
| diffuse_solar_radiation | 0.46354547 |
| direct_solar_radiation | 1.6748469 |
| hour | -0.6497681 |
| htg_setpoint | 1.2974992 |
| month | 0.55530035 |
| outdoor_humidity | -0.07929286 |
| outdoor_temperature | 1.2996955 |
| people_occupant | -0.68901664 |
| total_electricity_HVAC | -0.022024507 |
| wind_direction | 0.4590225 |
| wind_speed | -0.86068857 |
| observation/ | |
| HVAC_electricity_demand_rate | 2306.3413 |
| air_humidity | 38.014202 |
| air_temperature | 23.251623 |
| clg_setpoint | 24.802877 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 121.0 |
| direct_solar_radiation | 571.0 |
| hour | 7.0 |
| htg_setpoint | 23.25 |
| month | 8.0 |
| outdoor_humidity | 67.0 |
| outdoor_temperature | 25.175156 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2718445.8 |
| wind_direction | 230.0 |
| wind_speed | 2.85 |
--------------------------------------------------
-------------------------------------------------*******************------------------------------------------| 58%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.21186082 |
| air_humidity | -0.1192272 |
| air_temperature | 2.3531559 |
| clg_setpoint | 0.6408002 |
| co2_emission | 0.0 |
| day_of_month | -1.5564656 |
| diffuse_solar_radiation | 0.3330274 |
| direct_solar_radiation | 2.40225 |
| hour | -0.50530213 |
| htg_setpoint | -0.6668979 |
| month | 0.55501115 |
| outdoor_humidity | 0.16044152 |
| outdoor_temperature | 1.6855766 |
| people_occupant | 1.6942431 |
| total_electricity_HVAC | -0.22655869 |
| wind_direction | 0.31543565 |
| wind_speed | -1.0693651 |
| observation/ | |
| HVAC_electricity_demand_rate | 2026.6461 |
| air_humidity | 35.43352 |
| air_temperature | 25.95882 |
| clg_setpoint | 27.829786 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 108.0 |
| direct_solar_radiation | 753.0 |
| hour | 8.0 |
| htg_setpoint | 15.05307 |
| month | 8.0 |
| outdoor_humidity | 72.0 |
| outdoor_temperature | 28.980946 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1875445.0 |
| wind_direction | 215.0 |
| wind_speed | 2.35 |
-------------------------------------------------
--------------------------------------------------********************----------------------------------------| 59%
| action_network/ | |
| Cooling_Setpoint_RL | 0.7944599 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.306301 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.30641544 |
| air_humidity | -0.6627867 |
| air_temperature | 0.6116988 |
| clg_setpoint | -0.035300355 |
| co2_emission | 0.0 |
| day_of_month | -1.4408777 |
| diffuse_solar_radiation | 2.0705507 |
| direct_solar_radiation | 1.4519063 |
| hour | -0.36083853 |
| htg_setpoint | -1.3986485 |
| month | 0.55472237 |
| outdoor_humidity | 0.11227866 |
| outdoor_temperature | 1.6384137 |
| people_occupant | -0.6892933 |
| total_electricity_HVAC | -0.30118576 |
| wind_direction | 0.028546665 |
| wind_speed | -0.8604937 |
| observation/ | |
| HVAC_electricity_demand_rate | 1615.3931 |
| air_humidity | 28.365204 |
| air_temperature | 23.545876 |
| clg_setpoint | 26.059195 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 281.0 |
| direct_solar_radiation | 516.0 |
| hour | 9.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 71.0 |
| outdoor_temperature | 28.537762 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1568512.4 |
| wind_direction | 185.0 |
| wind_speed | 2.85 |
--------------------------------------------------
-------------------------------------------------*********************----------------------------------------| 59%
| action_network/ | |
| Cooling_Setpoint_RL | 0.45609167 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.16431 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.48199362 |
| air_humidity | -1.7361234 |
| air_temperature | 0.9060035 |
| clg_setpoint | 0.71964043 |
| co2_emission | 0.0 |
| day_of_month | -1.3256879 |
| diffuse_solar_radiation | 0.9750517 |
| direct_solar_radiation | 2.184525 |
| hour | -0.2163762 |
| htg_setpoint | -1.3977748 |
| month | 0.55443406 |
| outdoor_humidity | 0.13564576 |
| outdoor_temperature | 1.480988 |
| people_occupant | -0.68888927 |
| total_electricity_HVAC | -0.4960126 |
| wind_direction | 0.028467245 |
| wind_speed | -0.4431779 |
| observation/ | |
| HVAC_electricity_demand_rate | 849.03845 |
| air_humidity | 14.375152 |
| air_temperature | 23.954372 |
| clg_setpoint | 28.037722 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 172.0 |
| direct_solar_radiation | 699.0 |
| hour | 10.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 71.5 |
| outdoor_temperature | 27.009106 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 764134.6 |
| wind_direction | 185.0 |
| wind_speed | 3.85 |
-------------------------------------------------
--------------------------------------------------********************----------------------------------------| 59%
| action_network/ | |
| Cooling_Setpoint_RL | -0.9687943 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.35532 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.99905443 |
| air_humidity | 1.1219438 |
| air_temperature | 0.39623287 |
| clg_setpoint | -1.1088864 |
| co2_emission | 0.0 |
| day_of_month | -1.2108333 |
| diffuse_solar_radiation | 1.867996 |
| direct_solar_radiation | -0.61444604 |
| hour | -0.07191433 |
| htg_setpoint | 0.9454124 |
| month | 0.5541462 |
| outdoor_humidity | -0.008200426 |
| outdoor_temperature | 1.497638 |
| people_occupant | 1.2185426 |
| total_electricity_HVAC | 0.9129009 |
| wind_direction | -0.92824554 |
| wind_speed | -0.33858356 |
| observation/ | |
| HVAC_electricity_demand_rate | 7301.1685 |
| air_humidity | 51.578968 |
| air_temperature | 23.248785 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 261.0 |
| direct_solar_radiation | 0.0 |
| hour | 11.0 |
| htg_setpoint | 21.776196 |
| month | 8.0 |
| outdoor_humidity | 68.5 |
| outdoor_temperature | 27.191368 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 6571052.0 |
| wind_direction | 85.0 |
| wind_speed | 4.1 |
--------------------------------------------------
-------------------------------------------------*********************----------------------------------------| 59%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.1090136 |
| air_humidity | 1.898755 |
| air_temperature | 0.42012885 |
| clg_setpoint | -1.1088244 |
| co2_emission | 0.0 |
| day_of_month | -1.0962569 |
| diffuse_solar_radiation | 1.8675765 |
| direct_solar_radiation | -0.61418784 |
| hour | 0.07254744 |
| htg_setpoint | 1.297877 |
| month | 0.55385876 |
| outdoor_humidity | 0.8063734 |
| outdoor_temperature | 0.67301255 |
| people_occupant | 0.26468852 |
| total_electricity_HVAC | 0.06619571 |
| wind_direction | -1.1192365 |
| wind_speed | 0.12090442 |
| observation/ | |
| HVAC_electricity_demand_rate | 3423.27 |
| air_humidity | 61.72336 |
| air_temperature | 23.28217 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 261.0 |
| direct_solar_radiation | 0.0 |
| hour | 12.0 |
| htg_setpoint | 23.25 |
| month | 8.0 |
| outdoor_humidity | 85.5 |
| outdoor_temperature | 19.097326 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 3080943.0 |
| wind_direction | 65.0 |
| wind_speed | 5.2 |
-------------------------------------------------
-------------------------------------------------**********************---------------------------------------| 60%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.7333671 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 21.75019 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.51482236 |
| air_humidity | 0.6650703 |
| air_temperature | 2.2723875 |
| clg_setpoint | 0.27556708 |
| co2_emission | 0.0 |
| day_of_month | -0.9819073 |
| diffuse_solar_radiation | 3.2603927 |
| direct_solar_radiation | 0.38356364 |
| hour | 0.21700913 |
| htg_setpoint | -0.41632634 |
| month | 0.5535718 |
| outdoor_humidity | -0.8248749 |
| outdoor_temperature | 1.165679 |
| people_occupant | 1.2178912 |
| total_electricity_HVAC | -0.54873127 |
| wind_direction | -1.1657504 |
| wind_speed | 0.22545749 |
| observation/ | |
| HVAC_electricity_demand_rate | 706.54846 |
| air_humidity | 45.663563 |
| air_temperature | 25.847157 |
| clg_setpoint | 26.876328 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 400.0 |
| direct_solar_radiation | 249.0 |
| hour | 13.0 |
| htg_setpoint | 16.09748 |
| month | 8.0 |
| outdoor_humidity | 51.5 |
| outdoor_temperature | 23.943638 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 547533.7 |
| wind_direction | 60.0 |
| wind_speed | 5.45 |
-------------------------------------------------
-------------------------------------------------**********************---------------------------------------| 60%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.08620388 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.109898 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.6600977 |
| air_humidity | 1.0732793 |
| air_temperature | 0.3957981 |
| clg_setpoint | -1.1085743 |
| co2_emission | 0.0 |
| day_of_month | -0.86773896 |
| diffuse_solar_radiation | 1.7953928 |
| direct_solar_radiation | 1.652913 |
| hour | 0.36147034 |
| htg_setpoint | -0.3857964 |
| month | 0.55328524 |
| outdoor_humidity | -1.3763151 |
| outdoor_temperature | 1.3232759 |
| people_occupant | 1.6941977 |
| total_electricity_HVAC | 0.5908131 |
| wind_direction | -0.44742027 |
| wind_speed | -0.10832387 |
| observation/ | |
| HVAC_electricity_demand_rate | 5821.762 |
| air_humidity | 50.99613 |
| air_temperature | 23.249126 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 254.0 |
| direct_solar_radiation | 566.0 |
| hour | 14.0 |
| htg_setpoint | 16.225866 |
| month | 8.0 |
| outdoor_humidity | 40.0 |
| outdoor_temperature | 25.498087 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 5241289.5 |
| wind_direction | 135.0 |
| wind_speed | 4.65 |
-------------------------------------------------
-------------------------------------------------**********************---------------------------------------| 60%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.75723803 |
| air_humidity | 1.1417006 |
| air_temperature | 0.39556187 |
| clg_setpoint | -1.1083161 |
| co2_emission | 0.0 |
| day_of_month | -0.7537116 |
| diffuse_solar_radiation | 1.81402 |
| direct_solar_radiation | 1.2002984 |
| hour | 0.5059303 |
| htg_setpoint | -1.3984991 |
| month | 0.5529992 |
| outdoor_humidity | -0.84834164 |
| outdoor_temperature | 1.2177988 |
| people_occupant | 1.6937512 |
| total_electricity_HVAC | 0.68684095 |
| wind_direction | 0.12703529 |
| wind_speed | -0.23295085 |
| observation/ | |
| HVAC_electricity_demand_rate | 6243.8433 |
| air_humidity | 51.9006 |
| air_temperature | 23.248987 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 256.0 |
| direct_solar_radiation | 453.0 |
| hour | 15.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 51.0 |
| outdoor_temperature | 24.468552 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 5636077.0 |
| wind_direction | 195.0 |
| wind_speed | 4.35 |
-------------------------------------------------
---------------------------------------------------********************---------------------------------------| 60%
| action_network/ | |
| Cooling_Setpoint_RL | 0.637859 |
| Heating_Setpoint_RL | -0.82563484 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.777775 |
| Heating_Setpoint_RL | 12.980804 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.3561668 |
| air_humidity | -0.80783814 |
| air_temperature | 0.58147824 |
| clg_setpoint | 0.3572648 |
| co2_emission | 0.0 |
| day_of_month | -0.6397902 |
| diffuse_solar_radiation | -0.010558373 |
| direct_solar_radiation | 2.2327535 |
| hour | 0.6503879 |
| htg_setpoint | -1.0783714 |
| month | 0.5527135 |
| outdoor_humidity | -0.15267348 |
| outdoor_temperature | 1.3508121 |
| people_occupant | -0.6891758 |
| total_electricity_HVAC | -0.36991808 |
| wind_direction | -0.016729381 |
| wind_speed | -0.0028559307 |
| observation/ | |
| HVAC_electricity_demand_rate | 1398.3096 |
| air_humidity | 26.478172 |
| air_temperature | 23.506319 |
| clg_setpoint | 27.089422 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 74.0 |
| direct_solar_radiation | 711.0 |
| hour | 16.0 |
| htg_setpoint | 13.335577 |
| month | 8.0 |
| outdoor_humidity | 65.5 |
| outdoor_temperature | 25.78489 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1285020.2 |
| wind_direction | 180.0 |
| wind_speed | 4.9 |
---------------------------------------------------
--------------------------------------------------**********************--------------------------------------| 61%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.49459496 |
| air_humidity | -1.523138 |
| air_temperature | 0.80279595 |
| clg_setpoint | 0.16901691 |
| co2_emission | 0.0 |
| day_of_month | -0.525945 |
| diffuse_solar_radiation | 0.2596449 |
| direct_solar_radiation | -0.08237275 |
| hour | 0.7948415 |
| htg_setpoint | -1.397766 |
| month | 0.5524283 |
| outdoor_humidity | 0.4229508 |
| outdoor_temperature | 1.406904 |
| people_occupant | -0.68877405 |
| total_electricity_HVAC | -0.51746535 |
| wind_direction | -0.016933993 |
| wind_speed | 0.33184713 |
| observation/ | |
| HVAC_electricity_demand_rate | 795.35596 |
| air_humidity | 17.131815 |
| air_temperature | 23.812561 |
| clg_setpoint | 26.596745 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 101.0 |
| direct_solar_radiation | 133.0 |
| hour | 17.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 77.5 |
| outdoor_temperature | 26.349354 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 677097.0 |
| wind_direction | 180.0 |
| wind_speed | 5.7 |
--------------------------------------------------
--------------------------------------------------**********************--------------------------------------| 61%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.015809014 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.713926 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.0412736 |
| air_humidity | 1.4037468 |
| air_temperature | 0.39557377 |
| clg_setpoint | -1.1085879 |
| co2_emission | 0.0 |
| day_of_month | -0.41215158 |
| diffuse_solar_radiation | -0.5019338 |
| direct_solar_radiation | -0.614961 |
| hour | 0.93928945 |
| htg_setpoint | -1.1336924 |
| month | 0.5521436 |
| outdoor_humidity | -0.22566518 |
| outdoor_temperature | 1.795835 |
| people_occupant | 0.50300133 |
| total_electricity_HVAC | 0.0017269991 |
| wind_direction | 0.5573504 |
| wind_speed | -0.10651923 |
| observation/ | |
| HVAC_electricity_demand_rate | 3126.7542 |
| air_humidity | 55.309906 |
| air_temperature | 23.249695 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 25.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 13.102016 |
| month | 8.0 |
| outdoor_humidity | 64.0 |
| outdoor_temperature | 30.19057 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 2814078.8 |
| wind_direction | 240.0 |
| wind_speed | 4.65 |
--------------------------------------------------
--------------------------------------------------**********************--------------------------------------| 61%
| action_network/ | |
| Cooling_Setpoint_RL | -0.5460789 |
| Heating_Setpoint_RL | -0.057594746 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.781984 |
| Heating_Setpoint_RL | 17.30103 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.3309092 |
| air_humidity | 1.2108772 |
| air_temperature | 0.3953984 |
| clg_setpoint | -1.1084415 |
| co2_emission | 0.0 |
| day_of_month | -0.29839036 |
| diffuse_solar_radiation | -0.752257 |
| direct_solar_radiation | -0.61515063 |
| hour | 1.0837293 |
| htg_setpoint | -0.7358677 |
| month | 0.55185926 |
| outdoor_humidity | 0.08692504 |
| outdoor_temperature | 1.2182161 |
| people_occupant | -0.4506748 |
| total_electricity_HVAC | -0.35233507 |
| wind_direction | 0.17405818 |
| wind_speed | -0.3362822 |
| observation/ | |
| HVAC_electricity_demand_rate | 1508.583 |
| air_humidity | 52.797985 |
| air_temperature | 23.249695 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 14.762559 |
| month | 8.0 |
| outdoor_humidity | 70.5 |
| outdoor_temperature | 24.53029 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 1357724.8 |
| wind_direction | 200.0 |
| wind_speed | 4.1 |
--------------------------------------------------
--------------------------------------------------***********************-------------------------------------| 62%
| action_network/ | |
| Cooling_Setpoint_RL | 0.21992093 |
| Heating_Setpoint_RL | -0.34745765 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.367233 |
| Heating_Setpoint_RL | 15.670551 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5214836 |
| air_humidity | 0.9928256 |
| air_temperature | 0.49063343 |
| clg_setpoint | 0.13874707 |
| co2_emission | 0.0 |
| day_of_month | -0.18464704 |
| diffuse_solar_radiation | -0.75231147 |
| direct_solar_radiation | -0.61533576 |
| hour | 1.2281584 |
| htg_setpoint | -1.398057 |
| month | 0.55157536 |
| outdoor_humidity | 0.25487858 |
| outdoor_temperature | 1.3785857 |
| people_occupant | -0.4508383 |
| total_electricity_HVAC | -0.5336456 |
| wind_direction | -0.017543957 |
| wind_speed | -0.54509455 |
| observation/ | |
| HVAC_electricity_demand_rate | 681.10565 |
| air_humidity | 49.958374 |
| air_temperature | 23.38151 |
| clg_setpoint | 26.516876 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 74.0 |
| outdoor_temperature | 26.122398 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 612995.06 |
| wind_direction | 180.0 |
| wind_speed | 3.6 |
--------------------------------------------------
-------------------------------------------------************************-------------------------------------| 62%
| action_network/ | |
| Cooling_Setpoint_RL | -0.29431486 |
| Heating_Setpoint_RL | -0.7548693 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.631687 |
| Heating_Setpoint_RL | 13.37886 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5417592 |
| air_humidity | 0.81768185 |
| air_temperature | 0.14894351 |
| clg_setpoint | 0.28341168 |
| co2_emission | 0.0 |
| day_of_month | -0.07091229 |
| diffuse_solar_radiation | -0.7523585 |
| direct_solar_radiation | -0.61548465 |
| hour | 1.3725737 |
| htg_setpoint | -0.24564189 |
| month | 0.55129194 |
| outdoor_humidity | 0.5672113 |
| outdoor_temperature | 1.2716721 |
| people_occupant | -0.68932295 |
| total_electricity_HVAC | -0.5529442 |
| wind_direction | -0.687859 |
| wind_speed | -1.1719273 |
| observation/ | |
| HVAC_electricity_demand_rate | 593.77747 |
| air_humidity | 47.678867 |
| air_temperature | 22.909605 |
| clg_setpoint | 26.895416 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 16.81084 |
| month | 8.0 |
| outdoor_humidity | 80.5 |
| outdoor_temperature | 25.08679 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 534399.7 |
| wind_direction | 110.0 |
| wind_speed | 2.1 |
-------------------------------------------------
--------------------------------------------------***********************-------------------------------------| 62%
| action_network/ | |
| Cooling_Setpoint_RL | -0.027773947 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.531263 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5425492 |
| air_humidity | 0.54733247 |
| air_temperature | 0.100167155 |
| clg_setpoint | 0.83830774 |
| co2_emission | 0.0 |
| day_of_month | 0.042818174 |
| diffuse_solar_radiation | -0.75239766 |
| direct_solar_radiation | -0.61558765 |
| hour | 1.516972 |
| htg_setpoint | -0.8408935 |
| month | 0.55100894 |
| outdoor_humidity | 1.2155429 |
| outdoor_temperature | 1.3286228 |
| people_occupant | -0.6894597 |
| total_electricity_HVAC | -0.553706 |
| wind_direction | -0.7350513 |
| wind_speed | -0.7532168 |
| observation/ | |
| HVAC_electricity_demand_rate | 591.4366 |
| air_humidity | 44.157883 |
| air_temperature | 22.842588 |
| clg_setpoint | 28.349358 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 14.327704 |
| month | 8.0 |
| outdoor_humidity | 94.0 |
| outdoor_temperature | 25.663065 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 532292.94 |
| wind_direction | 105.0 |
| wind_speed | 3.1 |
| train/ | |
| approx_kl | 0.009009128 |
| clip_fraction | 0.0843 |
| clip_range | 0.2 |
| entropy_loss | -2.49 |
| explained_variance | 0.653 |
| learning_rate | 0.0003 |
| loss | 0.773 |
| n_updates | 620 |
| policy_gradient_loss | -0.0118 |
| std | 0.849 |
| value_loss | 1.86 |
--------------------------------------------------
-------------------------------------------------************************-------------------------------------| 62%
| action_network/ | |
| Cooling_Setpoint_RL | -0.27988756 |
| Heating_Setpoint_RL | 0.3509264 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.68038 |
| Heating_Setpoint_RL | 19.59896 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5497609 |
| air_humidity | -1.5605719 |
| air_temperature | 0.46287996 |
| clg_setpoint | -0.04657317 |
| co2_emission | 0.0 |
| day_of_month | 0.15654361 |
| diffuse_solar_radiation | -0.7523851 |
| direct_solar_radiation | -0.6154984 |
| hour | 1.6613493 |
| htg_setpoint | -0.870034 |
| month | 0.55072635 |
| outdoor_humidity | -0.56255585 |
| outdoor_temperature | 1.4454821 |
| people_occupant | -0.68905956 |
| total_electricity_HVAC | -0.56056577 |
| wind_direction | -1.4999858 |
| wind_speed | 0.33431882 |
| observation/ | |
| HVAC_electricity_demand_rate | 559.2138 |
| air_humidity | 16.65825 |
| air_temperature | 23.344109 |
| clg_setpoint | 26.032639 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 14.205795 |
| month | 8.0 |
| outdoor_humidity | 57.0 |
| outdoor_temperature | 26.835299 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 503292.4 |
| wind_direction | 25.0 |
| wind_speed | 5.7 |
-------------------------------------------------
-------------------------------------------------*************************------------------------------------| 63%
| action_network/ | |
| Cooling_Setpoint_RL | 0.53597796 |
| Heating_Setpoint_RL | -0.7498686 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.433926 |
| Heating_Setpoint_RL | 13.406989 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.56547266 |
| air_humidity | -1.966712 |
| air_temperature | -0.04840165 |
| clg_setpoint | -0.21965861 |
| co2_emission | 0.0 |
| day_of_month | 0.3841247 |
| diffuse_solar_radiation | -0.75243175 |
| direct_solar_radiation | -0.6157108 |
| hour | -1.6612772 |
| htg_setpoint | -0.71211934 |
| month | 0.5504442 |
| outdoor_humidity | -0.6096571 |
| outdoor_temperature | 1.1218657 |
| people_occupant | -0.68866014 |
| total_electricity_HVAC | -0.57550526 |
| wind_direction | -1.2592355 |
| wind_speed | -0.33548993 |
| observation/ | |
| HVAC_electricity_demand_rate | 490.08292 |
| air_humidity | 11.3180895 |
| air_temperature | 22.639002 |
| clg_setpoint | 25.580658 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 14.861874 |
| month | 8.0 |
| outdoor_humidity | 56.0 |
| outdoor_temperature | 23.665993 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 441074.62 |
| wind_direction | 50.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------************************------------------------------------| 63%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.27657068 |
| air_humidity | 0.7576508 |
| air_temperature | -0.043560587 |
| clg_setpoint | -0.34846267 |
| co2_emission | 0.0 |
| day_of_month | 0.49785146 |
| diffuse_solar_radiation | -0.7525432 |
| direct_solar_radiation | -0.61591506 |
| hour | -1.5167309 |
| htg_setpoint | 1.1401093 |
| month | 0.5501625 |
| outdoor_humidity | 0.18368448 |
| outdoor_temperature | 0.43604112 |
| people_occupant | -0.688797 |
| total_electricity_HVAC | -0.46586332 |
| wind_direction | -1.2103512 |
| wind_speed | -0.85880506 |
| observation/ | |
| HVAC_electricity_demand_rate | 1745.522 |
| air_humidity | 46.885372 |
| air_temperature | 22.646015 |
| clg_setpoint | 25.243145 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 22.593536 |
| month | 8.0 |
| outdoor_humidity | 72.5 |
| outdoor_temperature | 16.910946 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 892100.5 |
| wind_direction | 55.0 |
| wind_speed | 2.85 |
--------------------------------------------------
--------------------------------------------------************************------------------------------------| 63%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.13220912 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.368675 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.57509667 |
| air_humidity | 0.15992618 |
| air_temperature | -0.089949556 |
| clg_setpoint | -0.027645849 |
| co2_emission | 0.0 |
| day_of_month | 0.61153555 |
| diffuse_solar_radiation | -0.7526533 |
| direct_solar_radiation | -0.61610764 |
| hour | -1.3722055 |
| htg_setpoint | -1.1883 |
| month | 0.5498812 |
| outdoor_humidity | -0.032230627 |
| outdoor_temperature | 0.7442769 |
| people_occupant | -0.6889337 |
| total_electricity_HVAC | -0.58477837 |
| wind_direction | 0.5131704 |
| wind_speed | -0.96321267 |
| observation/ | |
| HVAC_electricity_demand_rate | 449.73407 |
| air_humidity | 39.08826 |
| air_temperature | 22.582342 |
| clg_setpoint | 26.083237 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 12.875171 |
| month | 8.0 |
| outdoor_humidity | 68.0 |
| outdoor_temperature | 19.958649 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 404304.72 |
| wind_direction | 235.0 |
| wind_speed | 2.6 |
--------------------------------------------------
-------------------------------------------------**************************-----------------------------------| 64%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.07094372 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.02406 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.56227905 |
| air_humidity | -0.1585334 |
| air_temperature | -0.08741056 |
| clg_setpoint | 0.22755209 |
| co2_emission | 0.0 |
| day_of_month | 0.72515476 |
| diffuse_solar_radiation | -0.7526589 |
| direct_solar_radiation | -0.6163009 |
| hour | -1.2276974 |
| htg_setpoint | 0.64327884 |
| month | 0.5496004 |
| outdoor_humidity | -1.2334602 |
| outdoor_temperature | 1.325724 |
| people_occupant | -0.6890701 |
| total_electricity_HVAC | -0.5723399 |
| wind_direction | 1.2787995 |
| wind_speed | -0.4397736 |
| observation/ | |
| HVAC_electricity_demand_rate | 506.3596 |
| air_humidity | 34.93636 |
| air_temperature | 22.58624 |
| clg_setpoint | 26.751245 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 20.520462 |
| month | 8.0 |
| outdoor_humidity | 43.0 |
| outdoor_temperature | 25.713158 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 456290.47 |
| wind_direction | 315.0 |
| wind_speed | 3.85 |
-------------------------------------------------
--------------------------------------------------*************************-----------------------------------| 64%
| action_network/ | |
| Cooling_Setpoint_RL | -0.020790577 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.554832 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.5681816 |
| air_humidity | -0.32855004 |
| air_temperature | 0.39367396 |
| clg_setpoint | 1.4677002 |
| co2_emission | 0.0 |
| day_of_month | 0.8386822 |
| diffuse_solar_radiation | -0.752682 |
| direct_solar_radiation | -0.6165392 |
| hour | -1.0832031 |
| htg_setpoint | 1.2972654 |
| month | 0.54932 |
| outdoor_humidity | -0.3190861 |
| outdoor_temperature | 0.7818309 |
| people_occupant | -0.68920636 |
| total_electricity_HVAC | 0.92102563 |
| wind_direction | -1.6412599 |
| wind_speed | -0.9636542 |
| observation/ | |
| HVAC_electricity_demand_rate | 5414.1987 |
| air_humidity | 32.72246 |
| air_temperature | 23.25021 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 23.25 |
| month | 8.0 |
| outdoor_humidity | 62.0 |
| outdoor_temperature | 20.357267 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 6588848.5 |
| wind_direction | 10.0 |
| wind_speed | 2.6 |
--------------------------------------------------
-------------------------------------------------**************************-----------------------------------| 64%
| action_network/ | |
| Cooling_Setpoint_RL | 0.57148093 |
| Heating_Setpoint_RL | 0.03334782 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.55375 |
| Heating_Setpoint_RL | 17.812582 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.578437 |
| air_humidity | -0.24346447 |
| air_temperature | 0.11993948 |
| clg_setpoint | 1.4678335 |
| co2_emission | 0.0 |
| day_of_month | 0.9520859 |
| diffuse_solar_radiation | -0.6027717 |
| direct_solar_radiation | -0.5927008 |
| hour | -0.93871945 |
| htg_setpoint | 0.73257405 |
| month | 0.54904 |
| outdoor_humidity | 0.28181607 |
| outdoor_temperature | 0.7537734 |
| people_occupant | -0.6893424 |
| total_electricity_HVAC | -0.5878309 |
| wind_direction | 0.6558165 |
| wind_speed | 0.5446328 |
| observation/ | |
| HVAC_electricity_demand_rate | 437.56445 |
| air_humidity | 33.83914 |
| air_temperature | 22.872805 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 15.0 |
| direct_solar_radiation | 6.0 |
| hour | 5.0 |
| htg_setpoint | 20.893682 |
| month | 8.0 |
| outdoor_humidity | 74.5 |
| outdoor_temperature | 20.089453 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 393906.28 |
| wind_direction | 250.0 |
| wind_speed | 6.2 |
-------------------------------------------------
--------------------------------------------------**************************----------------------------------| 65%
| action_network/ | |
| Cooling_Setpoint_RL | 0.32660872 |
| Heating_Setpoint_RL | -0.69413465 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.727304 |
| Heating_Setpoint_RL | 13.720492 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6485914 |
| air_humidity | -0.40143892 |
| air_temperature | 0.06755014 |
| clg_setpoint | 0.73356944 |
| co2_emission | 0.0 |
| day_of_month | 1.0653296 |
| diffuse_solar_radiation | -0.023133457 |
| direct_solar_radiation | 0.41905797 |
| hour | -0.7942439 |
| htg_setpoint | 0.37624285 |
| month | 0.5487605 |
| outdoor_humidity | -0.65381527 |
| outdoor_temperature | 0.56946933 |
| people_occupant | -0.6889446 |
| total_electricity_HVAC | -0.65460473 |
| wind_direction | -1.5456309 |
| wind_speed | -0.23110124 |
| observation/ | |
| HVAC_electricity_demand_rate | 132.58353 |
| air_humidity | 31.768656 |
| air_temperature | 22.800774 |
| clg_setpoint | 28.076172 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 73.0 |
| direct_solar_radiation | 259.0 |
| hour | 6.0 |
| htg_setpoint | 19.404896 |
| month | 8.0 |
| outdoor_humidity | 55.0 |
| outdoor_temperature | 18.280787 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 119325.164 |
| wind_direction | 20.0 |
| wind_speed | 4.35 |
--------------------------------------------------
-------------------------------------------------***************************----------------------------------| 65%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.37804648 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.498488 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.35815543 |
| air_humidity | 0.41818523 |
| air_temperature | -0.18513647 |
| clg_setpoint | -1.0001748 |
| co2_emission | 0.0 |
| day_of_month | 1.1783717 |
| diffuse_solar_radiation | 0.5466357 |
| direct_solar_radiation | 1.0063001 |
| hour | -0.6497741 |
| htg_setpoint | -0.17621002 |
| month | 0.54848135 |
| outdoor_humidity | -0.3647332 |
| outdoor_temperature | 0.7155564 |
| people_occupant | -0.68854743 |
| total_electricity_HVAC | -0.36657315 |
| wind_direction | -1.3048207 |
| wind_speed | -1.069086 |
| observation/ | |
| HVAC_electricity_demand_rate | 1391.7953 |
| air_humidity | 42.457733 |
| air_temperature | 22.452734 |
| clg_setpoint | 23.534096 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 130.0 |
| direct_solar_radiation | 406.0 |
| hour | 7.0 |
| htg_setpoint | 17.097454 |
| month | 8.0 |
| outdoor_humidity | 61.0 |
| outdoor_temperature | 19.730806 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1300623.8 |
| wind_direction | 45.0 |
| wind_speed | 2.35 |
-------------------------------------------------
-------------------------------------------------***************************----------------------------------| 65%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.39060175 |
| air_humidity | 0.14944884 |
| air_temperature | 1.6602186 |
| clg_setpoint | -0.0510345 |
| co2_emission | 0.0 |
| day_of_month | 1.2911667 |
| diffuse_solar_radiation | 1.1864195 |
| direct_solar_radiation | 1.1662288 |
| hour | -0.5053081 |
| htg_setpoint | -0.51651853 |
| month | 0.54820263 |
| outdoor_humidity | 0.6917253 |
| outdoor_temperature | 1.0388225 |
| people_occupant | 1.695297 |
| total_electricity_HVAC | -0.41065988 |
| wind_direction | 0.5123828 |
| wind_speed | 0.23018947 |
| observation/ | |
| HVAC_electricity_demand_rate | 1251.4762 |
| air_humidity | 38.958466 |
| air_temperature | 24.995844 |
| clg_setpoint | 26.020224 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 194.0 |
| direct_solar_radiation | 446.0 |
| hour | 8.0 |
| htg_setpoint | 15.677777 |
| month | 8.0 |
| outdoor_humidity | 83.0 |
| outdoor_temperature | 22.930334 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1120192.2 |
| wind_direction | 235.0 |
| wind_speed | 5.45 |
-------------------------------------------------
-------------------------------------------------***************************----------------------------------| 65%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.46020862 |
| air_humidity | 0.9651556 |
| air_temperature | 0.39309037 |
| clg_setpoint | -1.1083119 |
| co2_emission | 0.0 |
| day_of_month | 1.4036644 |
| diffuse_solar_radiation | 1.2363311 |
| direct_solar_radiation | 1.5698811 |
| hour | -0.36084452 |
| htg_setpoint | -1.3976936 |
| month | 0.54792434 |
| outdoor_humidity | -1.1336193 |
| outdoor_temperature | 1.2138486 |
| people_occupant | 1.6948553 |
| total_electricity_HVAC | 0.5048964 |
| wind_direction | -0.82654595 |
| wind_speed | -0.12595923 |
| observation/ | |
| HVAC_electricity_demand_rate | 4940.134 |
| air_humidity | 49.610344 |
| air_temperature | 23.250181 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 199.0 |
| direct_solar_radiation | 547.0 |
| hour | 9.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 45.0 |
| outdoor_temperature | 24.66816 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 4874902.0 |
| wind_direction | 95.0 |
| wind_speed | 4.6 |
-------------------------------------------------
-------------------------------------------------****************************---------------------------------| 66%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.7408503 |
| air_humidity | 1.1576484 |
| air_temperature | 0.39167503 |
| clg_setpoint | -1.1080505 |
| co2_emission | 0.0 |
| day_of_month | 1.5158101 |
| diffuse_solar_radiation | 1.1764872 |
| direct_solar_radiation | 1.9965173 |
| hour | -0.21638216 |
| htg_setpoint | -0.64718974 |
| month | 0.54764646 |
| outdoor_humidity | -0.65286064 |
| outdoor_temperature | 1.2813202 |
| people_occupant | 1.6944146 |
| total_electricity_HVAC | 0.66733384 |
| wind_direction | 0.8006718 |
| wind_speed | -0.4402499 |
| observation/ | |
| HVAC_electricity_demand_rate | 6155.8286 |
| air_humidity | 52.131702 |
| air_temperature | 23.248463 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 193.0 |
| direct_solar_radiation | 654.0 |
| hour | 10.0 |
| htg_setpoint | 15.134136 |
| month | 8.0 |
| outdoor_humidity | 55.0 |
| outdoor_temperature | 25.340418 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 5540245.5 |
| wind_direction | 265.0 |
| wind_speed | 3.85 |
-------------------------------------------------
-------------------------------------------------****************************---------------------------------| 66%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.9876426 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.06951 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.49314755 |
| air_humidity | 0.5636206 |
| air_temperature | 0.39199805 |
| clg_setpoint | -1.1077217 |
| co2_emission | 0.0 |
| day_of_month | 1.6275458 |
| diffuse_solar_radiation | 1.0465245 |
| direct_solar_radiation | 2.5346096 |
| hour | -0.07192026 |
| htg_setpoint | -0.5215082 |
| month | 0.54736906 |
| outdoor_humidity | -1.9742208 |
| outdoor_temperature | 1.2609583 |
| people_occupant | 1.2173483 |
| total_electricity_HVAC | 0.42936394 |
| wind_direction | -1.6382884 |
| wind_speed | -0.54456586 |
| observation/ | |
| HVAC_electricity_demand_rate | 5082.043 |
| air_humidity | 44.38657 |
| air_temperature | 23.24901 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 180.0 |
| direct_solar_radiation | 789.0 |
| hour | 11.0 |
| htg_setpoint | 15.659386 |
| month | 8.0 |
| outdoor_humidity | 27.5 |
| outdoor_temperature | 25.14682 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 4564432.5 |
| wind_direction | 10.0 |
| wind_speed | 3.6 |
-------------------------------------------------
-------------------------------------------------****************************---------------------------------| 66%
| action_network/ | |
| Cooling_Setpoint_RL | 0.77414423 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.237736 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.46381375 |
| air_humidity | -0.9506516 |
| air_temperature | 0.5034115 |
| clg_setpoint | -0.3935879 |
| co2_emission | 0.0 |
| day_of_month | 1.7388089 |
| diffuse_solar_radiation | 0.5367026 |
| direct_solar_radiation | 2.796672 |
| hour | 0.07254154 |
| htg_setpoint | -1.3978367 |
| month | 0.547092 |
| outdoor_humidity | 0.06859056 |
| outdoor_temperature | 1.5412222 |
| people_occupant | -0.6892264 |
| total_electricity_HVAC | -0.4788399 |
| wind_direction | 0.17915395 |
| wind_speed | 0.21110882 |
| observation/ | |
| HVAC_electricity_demand_rate | 936.47186 |
| air_humidity | 24.634293 |
| air_temperature | 23.4025 |
| clg_setpoint | 25.120173 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 129.0 |
| direct_solar_radiation | 855.0 |
| hour | 12.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 70.0 |
| outdoor_temperature | 27.926006 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 842824.7 |
| wind_direction | 200.0 |
| wind_speed | 5.4 |
-------------------------------------------------
-------------------------------------------------****************************---------------------------------| 66%
| action_network/ | |
| Cooling_Setpoint_RL | 0.3578056 |
| Heating_Setpoint_RL | -0.93970203 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.832594 |
| Heating_Setpoint_RL | 12.339176 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.52958584 |
| air_humidity | -1.8128471 |
| air_temperature | 0.94379693 |
| clg_setpoint | 1.0579523 |
| co2_emission | 0.0 |
| day_of_month | -1.6720079 |
| diffuse_solar_radiation | 1.157201 |
| direct_solar_radiation | 2.0801396 |
| hour | 0.21700326 |
| htg_setpoint | -1.0023108 |
| month | 0.84440553 |
| outdoor_humidity | -1.997511 |
| outdoor_temperature | 1.9027426 |
| people_occupant | -0.68883085 |
| total_electricity_HVAC | -0.544561 |
| wind_direction | 1.4222015 |
| wind_speed | 0.1060477 |
| observation/ | |
| HVAC_electricity_demand_rate | 650.74554 |
| air_humidity | 13.363187 |
| air_temperature | 24.008928 |
| clg_setpoint | 28.924328 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 191.0 |
| direct_solar_radiation | 676.0 |
| hour | 13.0 |
| htg_setpoint | 13.648058 |
| month | 9.0 |
| outdoor_humidity | 27.0 |
| outdoor_temperature | 31.51343 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 572770.25 |
| wind_direction | 330.0 |
| wind_speed | 5.15 |
-------------------------------------------------
-------------------------------------------------*****************************--------------------------------| 67%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.6392926 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 21.22102 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.44082466 |
| air_humidity | 1.2270398 |
| air_temperature | 0.39109263 |
| clg_setpoint | -1.1078696 |
| co2_emission | 0.0 |
| day_of_month | -1.5561492 |
| diffuse_solar_radiation | 1.4371201 |
| direct_solar_radiation | 0.55550545 |
| hour | 0.3614645 |
| htg_setpoint | 0.6448988 |
| month | 0.8438433 |
| outdoor_humidity | -0.81925476 |
| outdoor_temperature | 1.060785 |
| people_occupant | 1.6952474 |
| total_electricity_HVAC | 0.3818781 |
| wind_direction | -0.87312895 |
| wind_speed | -0.4390895 |
| observation/ | |
| HVAC_electricity_demand_rate | 4850.6226 |
| air_humidity | 53.026447 |
| air_temperature | 23.248573 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 219.0 |
| direct_solar_radiation | 294.0 |
| hour | 14.0 |
| htg_setpoint | 20.524675 |
| month | 9.0 |
| outdoor_humidity | 51.5 |
| outdoor_temperature | 23.205751 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 4365560.5 |
| wind_direction | 90.0 |
| wind_speed | 3.85 |
-------------------------------------------------
-------------------------------------------------*****************************--------------------------------| 67%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.19907911 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.50518 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.5136637 |
| air_humidity | 1.1134963 |
| air_temperature | 0.3911793 |
| clg_setpoint | -1.1076239 |
| co2_emission | 0.0 |
| day_of_month | -1.4407346 |
| diffuse_solar_radiation | 1.2169883 |
| direct_solar_radiation | 0.8784496 |
| hour | 0.5059245 |
| htg_setpoint | -1.3966416 |
| month | 0.84328216 |
| outdoor_humidity | -1.2513736 |
| outdoor_temperature | 1.1416924 |
| people_occupant | 1.6948079 |
| total_electricity_HVAC | 0.45116478 |
| wind_direction | 0.08376833 |
| wind_speed | -0.3334117 |
| observation/ | |
| HVAC_electricity_demand_rate | 5165.144 |
| air_humidity | 51.54917 |
| air_temperature | 23.248755 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 197.0 |
| direct_solar_radiation | 375.0 |
| hour | 15.0 |
| htg_setpoint | 12.0 |
| month | 9.0 |
| outdoor_humidity | 42.5 |
| outdoor_temperature | 24.010803 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 4648629.5 |
| wind_direction | 190.0 |
| wind_speed | 4.1 |
-------------------------------------------------
------------------------------------------------******************************--------------------------------| 67%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.762121 |
| air_humidity | 1.202701 |
| air_temperature | 0.3910233 |
| clg_setpoint | -1.1073124 |
| co2_emission | 0.0 |
| day_of_month | -1.3256975 |
| diffuse_solar_radiation | 0.31674227 |
| direct_solar_radiation | 0.90964717 |
| hour | 0.6503822 |
| htg_setpoint | 1.2973338 |
| month | 0.8427221 |
| outdoor_humidity | -0.5544872 |
| outdoor_temperature | 1.3212928 |
| people_occupant | 1.6943693 |
| total_electricity_HVAC | 0.6875473 |
| wind_direction | 0.08355019 |
| wind_speed | 0.44336265 |
| observation/ | |
| HVAC_electricity_demand_rate | 6239.6387 |
| air_humidity | 52.72022 |
| air_temperature | 23.248629 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 107.0 |
| direct_solar_radiation | 383.0 |
| hour | 16.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 57.0 |
| outdoor_temperature | 25.795385 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 5615675.0 |
| wind_direction | 190.0 |
| wind_speed | 5.95 |
------------------------------------------------
--------------------------------------------------*****************************-------------------------------| 68%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.8866967 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 22.612669 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.4898679 |
| air_humidity | 1.3994905 |
| air_temperature | 0.3942117 |
| clg_setpoint | -1.1069605 |
| co2_emission | 0.0 |
| day_of_month | -1.2109778 |
| diffuse_solar_radiation | -0.19355659 |
| direct_solar_radiation | -0.056432426 |
| hour | 0.79483604 |
| htg_setpoint | 0.9096413 |
| month | 0.8421632 |
| outdoor_humidity | 0.310668 |
| outdoor_temperature | 1.1811403 |
| people_occupant | 1.6939317 |
| total_electricity_HVAC | 0.64507085 |
| wind_direction | 0.13115047 |
| wind_speed | 0.8633125 |
| observation/ | |
| HVAC_electricity_demand_rate | 5061.95 |
| air_humidity | 55.295616 |
| air_temperature | 23.253197 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 56.0 |
| direct_solar_radiation | 141.0 |
| hour | 17.0 |
| htg_setpoint | 21.632019 |
| month | 9.0 |
| outdoor_humidity | 75.0 |
| outdoor_temperature | 24.418732 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 5441645.0 |
| wind_direction | 195.0 |
| wind_speed | 6.95 |
--------------------------------------------------
-------------------------------------------------******************************-------------------------------| 68%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.31138945 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.873434 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.08868091 |
| air_humidity | 1.2503027 |
| air_temperature | 0.39166722 |
| clg_setpoint | -1.1067461 |
| co2_emission | 0.0 |
| day_of_month | -1.0965207 |
| diffuse_solar_radiation | -0.75395775 |
| direct_solar_radiation | -0.6191708 |
| hour | 0.9392842 |
| htg_setpoint | -0.32260564 |
| month | 0.8416054 |
| outdoor_humidity | 0.4790486 |
| outdoor_temperature | 0.9214101 |
| people_occupant | 0.50204116 |
| total_electricity_HVAC | -0.15304458 |
| wind_direction | -0.10792792 |
| wind_speed | -0.22733198 |
| observation/ | |
| HVAC_electricity_demand_rate | 2559.9639 |
| air_humidity | 53.354916 |
| air_temperature | 23.249859 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 16.486706 |
| month | 9.0 |
| outdoor_humidity | 78.5 |
| outdoor_temperature | 21.860437 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 2176843.0 |
| wind_direction | 170.0 |
| wind_speed | 4.35 |
-------------------------------------------------
-------------------------------------------------******************************-------------------------------| 68%
| action_network/ | |
| Cooling_Setpoint_RL | 0.9161441 |
| Heating_Setpoint_RL | -0.13373554 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.716988 |
| Heating_Setpoint_RL | 16.872738 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5350745 |
| air_humidity | -1.242998 |
| air_temperature | 0.6585647 |
| clg_setpoint | 0.05662611 |
| co2_emission | 0.0 |
| day_of_month | -0.9822771 |
| diffuse_solar_radiation | -0.7540086 |
| direct_solar_radiation | -0.6192782 |
| hour | 1.0837245 |
| htg_setpoint | -1.3967478 |
| month | 0.8410488 |
| outdoor_humidity | 0.62292314 |
| outdoor_temperature | 1.342647 |
| people_occupant | -0.6891117 |
| total_electricity_HVAC | -0.54750985 |
| wind_direction | 0.13116343 |
| wind_speed | 1.2838415 |
| observation/ | |
| HVAC_electricity_demand_rate | 629.1828 |
| air_humidity | 20.809298 |
| air_temperature | 23.61709 |
| clg_setpoint | 26.299572 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 12.0 |
| month | 9.0 |
| outdoor_humidity | 81.5 |
| outdoor_temperature | 26.034485 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 562945.9 |
| wind_direction | 195.0 |
| wind_speed | 7.95 |
| train/ | |
| approx_kl | 0.007813003 |
| clip_fraction | 0.114 |
| clip_range | 0.2 |
| entropy_loss | -2.51 |
| explained_variance | 0.684 |
| learning_rate | 0.0003 |
| loss | 0.399 |
| n_updates | 630 |
| policy_gradient_loss | -0.0119 |
| std | 0.855 |
| value_loss | 0.819 |
-------------------------------------------------
--------------------------------------------------*****************************-------------------------------| 68%
| action_network/ | |
| Cooling_Setpoint_RL | -0.108224854 |
| Heating_Setpoint_RL | -0.13930139 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.25974 |
| Heating_Setpoint_RL | 16.84143 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5816201 |
| air_humidity | -1.9296832 |
| air_temperature | -0.17792596 |
| clg_setpoint | 0.09150921 |
| co2_emission | 0.0 |
| day_of_month | -0.8682034 |
| diffuse_solar_radiation | -0.75398237 |
| direct_solar_radiation | -0.61915857 |
| hour | 1.2281542 |
| htg_setpoint | -1.3963798 |
| month | 0.84049314 |
| outdoor_humidity | 0.40609705 |
| outdoor_temperature | 0.72623193 |
| people_occupant | -0.6887184 |
| total_electricity_HVAC | -0.5909768 |
| wind_direction | -1.1604255 |
| wind_speed | -0.9616156 |
| observation/ | |
| HVAC_electricity_demand_rate | 426.98843 |
| air_humidity | 11.811874 |
| air_temperature | 22.468134 |
| clg_setpoint | 26.392036 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 12.0 |
| month | 9.0 |
| outdoor_humidity | 77.0 |
| outdoor_temperature | 19.948952 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 384289.6 |
| wind_direction | 60.0 |
| wind_speed | 2.6 |
--------------------------------------------------
-------------------------------------------------*******************************------------------------------| 69%
| action_network/ | |
| Cooling_Setpoint_RL | -0.3088733 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.582552 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.10912327 |
| air_humidity | 1.1643872 |
| air_temperature | 0.3914642 |
| clg_setpoint | -0.6982332 |
| co2_emission | 0.0 |
| day_of_month | -0.7542611 |
| diffuse_solar_radiation | -0.75401646 |
| direct_solar_radiation | -0.6190199 |
| hour | 1.3725704 |
| htg_setpoint | 1.297118 |
| month | 0.8399387 |
| outdoor_humidity | 0.95908976 |
| outdoor_temperature | 0.87241334 |
| people_occupant | -0.6888531 |
| total_electricity_HVAC | -0.14142275 |
| wind_direction | -1.1120282 |
| wind_speed | -1.1709584 |
| observation/ | |
| HVAC_electricity_demand_rate | 2468.9387 |
| air_humidity | 52.2332 |
| air_temperature | 23.250362 |
| clg_setpoint | 24.322247 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 88.5 |
| outdoor_temperature | 21.399635 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2222044.8 |
| wind_direction | 65.0 |
| wind_speed | 2.1 |
-------------------------------------------------
-------------------------------------------------*******************************------------------------------| 69%
| action_network/ | |
| Cooling_Setpoint_RL | -0.2234046 |
| Heating_Setpoint_RL | 0.78234535 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.87101 |
| Heating_Setpoint_RL | 22.025692 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.5779591 |
| air_humidity | -0.07408438 |
| air_temperature | 0.39135236 |
| clg_setpoint | 1.3206975 |
| co2_emission | 0.0 |
| day_of_month | -0.6404169 |
| diffuse_solar_radiation | -0.7539184 |
| direct_solar_radiation | -0.6191656 |
| hour | 1.5169699 |
| htg_setpoint | 1.2972211 |
| month | 0.8393853 |
| outdoor_humidity | -1.1810617 |
| outdoor_temperature | 0.3585819 |
| people_occupant | -0.6889876 |
| total_electricity_HVAC | 0.6355819 |
| wind_direction | -1.5420063 |
| wind_speed | -0.436496 |
| observation/ | |
| HVAC_electricity_demand_rate | 5436.217 |
| air_humidity | 36.057327 |
| air_temperature | 23.25038 |
| clg_setpoint | 29.612162 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 44.0 |
| outdoor_temperature | 16.326874 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 5396280.0 |
| wind_direction | 20.0 |
| wind_speed | 3.85 |
-------------------------------------------------
-------------------------------------------------*******************************------------------------------| 69%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.73093015 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 21.73648 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.65537083 |
| air_humidity | 0.7539175 |
| air_temperature | -0.6256004 |
| clg_setpoint | -0.26086128 |
| co2_emission | 0.0 |
| day_of_month | -0.52664274 |
| diffuse_solar_radiation | -0.7539713 |
| direct_solar_radiation | -0.6193346 |
| hour | 1.6613489 |
| htg_setpoint | 0.5052003 |
| month | 0.838833 |
| outdoor_humidity | -0.26631236 |
| outdoor_temperature | 0.51747715 |
| people_occupant | -0.6891219 |
| total_electricity_HVAC | -0.66115785 |
| wind_direction | 0.6582278 |
| wind_speed | -0.6462668 |
| observation/ | |
| HVAC_electricity_demand_rate | 110.42685 |
| air_humidity | 46.87163 |
| air_temperature | 21.854675 |
| clg_setpoint | 25.467604 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 19.942461 |
| month | 9.0 |
| outdoor_humidity | 63.0 |
| outdoor_temperature | 17.90041 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 99384.164 |
| wind_direction | 250.0 |
| wind_speed | 3.35 |
-------------------------------------------------
--------------------------------------------------*******************************-----------------------------| 70%
| action_network/ | |
| Cooling_Setpoint_RL | 0.62127316 |
| Heating_Setpoint_RL | 0.9479289 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.721798 |
| Heating_Setpoint_RL | 22.9571 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.08301761 |
| air_humidity | 0.6186082 |
| air_temperature | 0.3912056 |
| clg_setpoint | 1.4690384 |
| co2_emission | 0.0 |
| day_of_month | -0.29934224 |
| diffuse_solar_radiation | -0.75396496 |
| direct_solar_radiation | -0.61943483 |
| hour | -1.6612781 |
| htg_setpoint | 1.2968695 |
| month | 0.8382818 |
| outdoor_humidity | 0.8883787 |
| outdoor_temperature | 0.71051025 |
| people_occupant | -0.689256 |
| total_electricity_HVAC | -0.116608456 |
| wind_direction | 0.32321846 |
| wind_speed | 0.23594247 |
| observation/ | |
| HVAC_electricity_demand_rate | 2581.4446 |
| air_humidity | 45.11396 |
| air_temperature | 23.250267 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 19.811575 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2323300.0 |
| wind_direction | 215.0 |
| wind_speed | 5.45 |
--------------------------------------------------
-------------------------------------------------********************************-----------------------------| 70%
| action_network/ | |
| Cooling_Setpoint_RL | 0.371431 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.87858 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.07077719 |
| air_humidity | 0.5232346 |
| air_temperature | 0.3910504 |
| clg_setpoint | -0.07614067 |
| co2_emission | 0.0 |
| day_of_month | -0.18560703 |
| diffuse_solar_radiation | -0.7539592 |
| direct_solar_radiation | -0.61921704 |
| hour | -1.5167333 |
| htg_setpoint | 1.2964898 |
| month | 0.83773166 |
| outdoor_humidity | 1.2729902 |
| outdoor_temperature | 0.9465625 |
| people_occupant | -0.68938994 |
| total_electricity_HVAC | -0.10496622 |
| wind_direction | 0.37096673 |
| wind_speed | 0.32016212 |
| observation/ | |
| HVAC_electricity_demand_rate | 2634.5095 |
| air_humidity | 43.880093 |
| air_temperature | 23.250261 |
| clg_setpoint | 25.951088 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 95.0 |
| outdoor_temperature | 22.151686 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2371058.5 |
| wind_direction | 220.0 |
| wind_speed | 5.65 |
-------------------------------------------------
--------------------------------------------------*******************************-----------------------------| 70%
| action_network/ | |
| Cooling_Setpoint_RL | -0.8333981 |
| Heating_Setpoint_RL | 0.839311 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.81228 |
| Heating_Setpoint_RL | 22.346125 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.33730936 |
| air_humidity | -0.98781747 |
| air_temperature | 0.39052948 |
| clg_setpoint | 1.4684985 |
| co2_emission | 0.0 |
| day_of_month | -0.07188452 |
| diffuse_solar_radiation | -0.7540064 |
| direct_solar_radiation | -0.6192719 |
| hour | -1.3722091 |
| htg_setpoint | 1.2966725 |
| month | 0.83718264 |
| outdoor_humidity | -0.26664668 |
| outdoor_temperature | 0.52087456 |
| people_occupant | -0.6889982 |
| total_electricity_HVAC | -0.35854906 |
| wind_direction | -1.6390467 |
| wind_speed | -0.100138724 |
| observation/ | |
| HVAC_electricity_demand_rate | 1483.3595 |
| air_humidity | 24.141142 |
| air_temperature | 23.249891 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 63.0 |
| outdoor_temperature | 17.956654 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1335023.6 |
| wind_direction | 10.0 |
| wind_speed | 4.65 |
--------------------------------------------------
--------------------------------------------------********************************----------------------------| 71%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6608924 |
| air_humidity | 0.15836313 |
| air_temperature | -0.4149125 |
| clg_setpoint | -1.1074747 |
| co2_emission | 0.0 |
| day_of_month | 0.0418321 |
| diffuse_solar_radiation | -0.7540316 |
| direct_solar_radiation | -0.61939865 |
| hour | -1.2277018 |
| htg_setpoint | -0.7697421 |
| month | 0.83663464 |
| outdoor_humidity | 0.1668267 |
| outdoor_temperature | -0.028213829 |
| people_occupant | -0.68860716 |
| total_electricity_HVAC | -0.66641647 |
| wind_direction | -1.1596854 |
| wind_speed | -0.541273 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 39.106155 |
| air_temperature | 22.145756 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 14.618103 |
| month | 9.0 |
| outdoor_humidity | 72.0 |
| outdoor_temperature | 12.534598 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 60.0 |
| wind_speed | 3.6 |
--------------------------------------------------
-------------------------------------------------*********************************----------------------------| 71%
| action_network/ | |
| Cooling_Setpoint_RL | 0.19678557 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.28915 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.1296877 |
| air_humidity | 1.4294472 |
| air_temperature | 0.10302424 |
| clg_setpoint | 1.4682391 |
| co2_emission | 0.0 |
| day_of_month | 0.15554474 |
| diffuse_solar_radiation | -0.7538585 |
| direct_solar_radiation | -0.6192542 |
| hour | -1.0832081 |
| htg_setpoint | 1.2016113 |
| month | 0.83608776 |
| outdoor_humidity | 0.88889813 |
| outdoor_temperature | 0.5814025 |
| people_occupant | -0.6887412 |
| total_electricity_HVAC | -0.2204314 |
| wind_direction | -0.34617037 |
| wind_speed | -0.09976294 |
| observation/ | |
| HVAC_electricity_demand_rate | 3496.0078 |
| air_humidity | 55.70795 |
| air_temperature | 22.856045 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 22.854717 |
| month | 9.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 18.560654 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1897635.1 |
| wind_direction | 145.0 |
| wind_speed | 4.65 |
-------------------------------------------------
-------------------------------------------------*********************************----------------------------| 71%
| action_network/ | |
| Cooling_Setpoint_RL | 0.31582463 |
| Heating_Setpoint_RL | 0.26054263 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.690908 |
| Heating_Setpoint_RL | 19.090553 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.90481937 |
| air_humidity | 1.6871482 |
| air_temperature | 0.3901708 |
| clg_setpoint | -0.17881292 |
| co2_emission | 0.0 |
| day_of_month | 0.26925042 |
| diffuse_solar_radiation | -0.75385636 |
| direct_solar_radiation | -0.6189568 |
| hour | -0.9387248 |
| htg_setpoint | 1.2957187 |
| month | 0.83554196 |
| outdoor_humidity | 0.8160921 |
| outdoor_temperature | 0.48867148 |
| people_occupant | -0.6888751 |
| total_electricity_HVAC | 0.9578132 |
| wind_direction | 1.5671853 |
| wind_speed | -0.64657813 |
| observation/ | |
| HVAC_electricity_demand_rate | 6836.182 |
| air_humidity | 59.105717 |
| air_temperature | 23.24984 |
| clg_setpoint | 25.683167 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 85.5 |
| outdoor_temperature | 17.647026 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 6701440.0 |
| wind_direction | 345.0 |
| wind_speed | 3.35 |
-------------------------------------------------
--------------------------------------------------********************************----------------------------| 71%
| action_network/ | |
| Cooling_Setpoint_RL | 0.91470665 |
| Heating_Setpoint_RL | 0.25686008 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.712135 |
| Heating_Setpoint_RL | 19.069838 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.072230466 |
| air_humidity | -0.09215999 |
| air_temperature | 0.39024624 |
| clg_setpoint | -1.1070296 |
| co2_emission | 0.0 |
| day_of_month | 0.38294128 |
| diffuse_solar_radiation | -0.253722 |
| direct_solar_radiation | 0.14696048 |
| hour | -0.7942494 |
| htg_setpoint | 1.29542 |
| month | 0.8349972 |
| outdoor_humidity | -0.26647025 |
| outdoor_temperature | 0.064463064 |
| people_occupant | -0.6890087 |
| total_electricity_HVAC | -0.10636412 |
| wind_direction | -1.4441956 |
| wind_speed | -0.5411967 |
| observation/ | |
| HVAC_electricity_demand_rate | 2625.005 |
| air_humidity | 35.868458 |
| air_temperature | 23.250072 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 50.0 |
| direct_solar_radiation | 192.0 |
| hour | 6.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 63.0 |
| outdoor_temperature | 13.4621105 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2362504.2 |
| wind_direction | 30.0 |
| wind_speed | 3.6 |
--------------------------------------------------
--------------------------------------------------*********************************---------------------------| 72%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.66137254 |
| air_humidity | 0.84228146 |
| air_temperature | -0.64632934 |
| clg_setpoint | -0.025103493 |
| co2_emission | 0.0 |
| day_of_month | 0.49660462 |
| diffuse_solar_radiation | -0.19380704 |
| direct_solar_radiation | 0.74949586 |
| hour | -0.64977974 |
| htg_setpoint | -0.12193526 |
| month | 0.8344535 |
| outdoor_humidity | 0.43161368 |
| outdoor_temperature | 0.28791478 |
| people_occupant | -0.6891422 |
| total_electricity_HVAC | -0.65631455 |
| wind_direction | -1.1086266 |
| wind_speed | -0.5407839 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 48.08159 |
| air_temperature | 21.83065 |
| clg_setpoint | 26.084782 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 56.0 |
| direct_solar_radiation | 343.0 |
| hour | 7.0 |
| htg_setpoint | 17.330242 |
| month | 9.0 |
| outdoor_humidity | 77.5 |
| outdoor_temperature | 15.66995 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 121295.234 |
| wind_direction | 65.0 |
| wind_speed | 3.6 |
--------------------------------------------------
-------------------------------------------------**********************************---------------------------| 72%
| action_network/ | |
| Cooling_Setpoint_RL | 0.049693823 |
| Heating_Setpoint_RL | -0.6731704 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.792717 |
| Heating_Setpoint_RL | 13.838417 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.43155715 |
| air_humidity | -0.28276134 |
| air_temperature | 0.3899379 |
| clg_setpoint | -0.15075888 |
| co2_emission | 0.0 |
| day_of_month | 0.61022294 |
| diffuse_solar_radiation | 0.5761952 |
| direct_solar_radiation | -0.61914563 |
| hour | -0.5053139 |
| htg_setpoint | 1.2947571 |
| month | 0.8339109 |
| outdoor_humidity | 0.5279817 |
| outdoor_temperature | 0.9531882 |
| people_occupant | -0.68927544 |
| total_electricity_HVAC | -0.44822267 |
| wind_direction | 0.42111763 |
| wind_speed | -0.43502787 |
| observation/ | |
| HVAC_electricity_demand_rate | 1077.4604 |
| air_humidity | 33.39471 |
| air_temperature | 23.249905 |
| clg_setpoint | 25.754684 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 133.0 |
| direct_solar_radiation | 0.0 |
| hour | 8.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 79.5 |
| outdoor_temperature | 22.241 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 969714.44 |
| wind_direction | 225.0 |
| wind_speed | 3.85 |
-------------------------------------------------
--------------------------------------------------*********************************---------------------------| 72%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.25195676 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 16.207743 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5894692 |
| air_humidity | -1.5970926 |
| air_temperature | 0.03339644 |
| clg_setpoint | 1.4687699 |
| co2_emission | 0.0 |
| day_of_month | 0.72377384 |
| diffuse_solar_radiation | 0.95631826 |
| direct_solar_radiation | -0.6189144 |
| hour | -0.36085027 |
| htg_setpoint | 0.28025436 |
| month | 0.8333693 |
| outdoor_humidity | 1.0331713 |
| outdoor_temperature | 0.9871973 |
| people_occupant | -0.6888859 |
| total_electricity_HVAC | -0.598767 |
| wind_direction | 0.13414346 |
| wind_speed | 0.0071800034 |
| observation/ | |
| HVAC_electricity_demand_rate | 396.48694 |
| air_humidity | 16.215292 |
| air_temperature | 22.76186 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 171.0 |
| direct_solar_radiation | 0.0 |
| hour | 9.0 |
| htg_setpoint | 19.012123 |
| month | 9.0 |
| outdoor_humidity | 90.0 |
| outdoor_temperature | 22.583582 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 355578.8 |
| wind_direction | 195.0 |
| wind_speed | 4.9 |
--------------------------------------------------
-------------------------------------------------**********************************---------------------------| 72%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.11771971 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.287174 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.46240833 |
| air_humidity | -0.6348691 |
| air_temperature | 0.3894226 |
| clg_setpoint | -1.107092 |
| co2_emission | 0.0 |
| day_of_month | 0.83723027 |
| diffuse_solar_radiation | 1.9166893 |
| direct_solar_radiation | -0.6185867 |
| hour | -0.2163879 |
| htg_setpoint | -0.3288635 |
| month | 0.8328288 |
| outdoor_humidity | -1.3031795 |
| outdoor_temperature | 0.17177011 |
| people_occupant | 1.6954446 |
| total_electricity_HVAC | -0.4775825 |
| wind_direction | -1.7316532 |
| wind_speed | -0.54027826 |
| observation/ | |
| HVAC_electricity_demand_rate | 942.56464 |
| air_humidity | 28.771124 |
| air_temperature | 23.248817 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 267.0 |
| direct_solar_radiation | 0.0 |
| hour | 10.0 |
| htg_setpoint | 16.466942 |
| month | 9.0 |
| outdoor_humidity | 41.5 |
| outdoor_temperature | 14.54043 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 848308.2 |
| wind_direction | 0.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------**********************************--------------------------| 73%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.23259415 |
| air_humidity | -0.019248104 |
| air_temperature | 0.3895126 |
| clg_setpoint | -1.1065965 |
| co2_emission | 0.0 |
| day_of_month | 0.95056045 |
| diffuse_solar_radiation | 2.3866305 |
| direct_solar_radiation | 1.0623326 |
| hour | -0.071925975 |
| htg_setpoint | 0.9656226 |
| month | 0.83228934 |
| outdoor_humidity | -0.98980325 |
| outdoor_temperature | 0.35994095 |
| people_occupant | 1.2182701 |
| total_electricity_HVAC | -0.2590516 |
| wind_direction | -1.1562796 |
| wind_speed | -0.8555685 |
| observation/ | |
| HVAC_electricity_demand_rate | 1931.2229 |
| air_humidity | 36.812977 |
| air_temperature | 23.248951 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 314.0 |
| direct_solar_radiation | 421.0 |
| hour | 11.0 |
| htg_setpoint | 21.874386 |
| month | 9.0 |
| outdoor_humidity | 48.0 |
| outdoor_temperature | 16.396387 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 1737748.5 |
| wind_direction | 60.0 |
| wind_speed | 2.85 |
--------------------------------------------------
--------------------------------------------------**********************************--------------------------| 73%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.78125536 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 22.019562 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.042640083 |
| air_humidity | 1.169991 |
| air_temperature | 0.39009652 |
| clg_setpoint | -1.1063467 |
| co2_emission | 0.0 |
| day_of_month | 1.063728 |
| diffuse_solar_radiation | 1.0863833 |
| direct_solar_radiation | 0.32799459 |
| hour | 0.07253585 |
| htg_setpoint | 1.2946843 |
| month | 0.8317509 |
| outdoor_humidity | -0.19498546 |
| outdoor_temperature | 0.7290989 |
| people_occupant | 0.26449263 |
| total_electricity_HVAC | -0.07827607 |
| wind_direction | -0.629737 |
| wind_speed | 0.008050956 |
| observation/ | |
| HVAC_electricity_demand_rate | 2748.138 |
| air_humidity | 52.346073 |
| air_temperature | 23.249878 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 184.0 |
| direct_solar_radiation | 237.0 |
| hour | 12.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 64.5 |
| outdoor_temperature | 20.036785 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 2473324.0 |
| wind_direction | 115.0 |
| wind_speed | 4.9 |
--------------------------------------------------
-------------------------------------------------***********************************--------------------------| 73%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.1942678 |
| air_humidity | 1.290643 |
| air_temperature | 0.38991517 |
| clg_setpoint | -1.1061652 |
| co2_emission | 0.0 |
| day_of_month | 1.1766918 |
| diffuse_solar_radiation | 1.1364268 |
| direct_solar_radiation | -0.61811507 |
| hour | 0.2169976 |
| htg_setpoint | 1.2938033 |
| month | 0.83121353 |
| outdoor_humidity | 0.21384422 |
| outdoor_temperature | 0.5660534 |
| people_occupant | 1.2176431 |
| total_electricity_HVAC | -0.22251686 |
| wind_direction | -1.1068107 |
| wind_speed | -0.85508525 |
| observation/ | |
| HVAC_electricity_demand_rate | 2095.6667 |
| air_humidity | 53.95267 |
| air_temperature | 23.249912 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 189.0 |
| direct_solar_radiation | 0.0 |
| hour | 13.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 73.0 |
| outdoor_temperature | 18.43023 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 1886100.1 |
| wind_direction | 65.0 |
| wind_speed | 2.85 |
-------------------------------------------------
-------------------------------------------------************************************-------------------------| 74%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.6363371 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 14.045604 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.5691375 |
| air_humidity | 1.1690633 |
| air_temperature | 0.38901222 |
| clg_setpoint | -1.1057677 |
| co2_emission | 0.0 |
| day_of_month | 1.2894068 |
| diffuse_solar_radiation | 0.26639894 |
| direct_solar_radiation | 2.4289794 |
| hour | 0.36145887 |
| htg_setpoint | -1.3992589 |
| month | 0.8306772 |
| outdoor_humidity | -0.60587174 |
| outdoor_temperature | 0.9917685 |
| people_occupant | 1.6939347 |
| total_electricity_HVAC | 0.5056566 |
| wind_direction | 0.47057396 |
| wind_speed | -0.11729293 |
| observation/ | |
| HVAC_electricity_demand_rate | 5378.08 |
| air_humidity | 52.391308 |
| air_temperature | 23.248869 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 102.0 |
| direct_solar_radiation | 763.0 |
| hour | 14.0 |
| htg_setpoint | 12.0 |
| month | 9.0 |
| outdoor_humidity | 56.0 |
| outdoor_temperature | 22.626663 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 4848298.5 |
| wind_direction | 230.0 |
| wind_speed | 4.6 |
-------------------------------------------------
-------------------------------------------------************************************-------------------------| 74%
| action_network/ | |
| Cooling_Setpoint_RL | 0.5542274 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.495518 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.32256135 |
| air_humidity | -0.80756 |
| air_temperature | 0.9597024 |
| clg_setpoint | 0.03506167 |
| co2_emission | 0.0 |
| day_of_month | 1.401823 |
| diffuse_solar_radiation | 0.056530748 |
| direct_solar_radiation | 1.9842528 |
| hour | 0.505919 |
| htg_setpoint | -1.3991114 |
| month | 0.8301419 |
| outdoor_humidity | -2.0511172 |
| outdoor_temperature | 1.0947531 |
| people_occupant | -0.68916225 |
| total_electricity_HVAC | -0.34455708 |
| wind_direction | -1.6322433 |
| wind_speed | -0.22252452 |
| observation/ | |
| HVAC_electricity_demand_rate | 1543.6208 |
| air_humidity | 26.54583 |
| air_temperature | 24.028488 |
| clg_setpoint | 26.23969 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 81.0 |
| direct_solar_radiation | 652.0 |
| hour | 15.0 |
| htg_setpoint | 12.0 |
| month | 9.0 |
| outdoor_humidity | 26.0 |
| outdoor_temperature | 23.648254 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1389258.8 |
| wind_direction | 10.0 |
| wind_speed | 4.35 |
| train/ | |
| approx_kl | 0.009374699 |
| clip_fraction | 0.107 |
| clip_range | 0.2 |
| entropy_loss | -2.52 |
| explained_variance | 0.755 |
| learning_rate | 0.0003 |
| loss | 0.286 |
| n_updates | 640 |
| policy_gradient_loss | -0.0117 |
| std | 0.859 |
| value_loss | 0.716 |
-------------------------------------------------
-------------------------------------------------************************************-------------------------| 74%
| action_network/ | |
| Cooling_Setpoint_RL | 0.6190116 |
| Heating_Setpoint_RL | -0.46418223 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.714165 |
| Heating_Setpoint_RL | 15.013975 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.53879035 |
| air_humidity | -0.83199763 |
| air_temperature | 0.6553274 |
| clg_setpoint | 0.9467901 |
| co2_emission | 0.0 |
| day_of_month | 1.5138868 |
| diffuse_solar_radiation | -0.15351035 |
| direct_solar_radiation | 0.89798445 |
| hour | 0.65037674 |
| htg_setpoint | -0.90357965 |
| month | 0.82960767 |
| outdoor_humidity | -0.749363 |
| outdoor_temperature | 0.6978 |
| people_occupant | -0.6887749 |
| total_electricity_HVAC | -0.55127794 |
| wind_direction | -0.57999295 |
| wind_speed | 0.009535522 |
| observation/ | |
| HVAC_electricity_demand_rate | 613.713 |
| air_humidity | 26.223677 |
| air_temperature | 23.612656 |
| clg_setpoint | 28.62897 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 60.0 |
| direct_solar_radiation | 380.0 |
| hour | 16.0 |
| htg_setpoint | 14.069997 |
| month | 9.0 |
| outdoor_humidity | 53.0 |
| outdoor_temperature | 19.738903 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 548169.56 |
| wind_direction | 120.0 |
| wind_speed | 4.9 |
-------------------------------------------------
-------------------------------------------------************************************-------------------------| 74%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.16072717 |
| air_humidity | 0.78213006 |
| air_temperature | 0.38914016 |
| clg_setpoint | -1.1057377 |
| co2_emission | 0.0 |
| day_of_month | 1.6255405 |
| diffuse_solar_radiation | -0.66382617 |
| direct_solar_radiation | -0.20374778 |
| hour | 0.7948308 |
| htg_setpoint | 0.5129579 |
| month | 0.82907444 |
| outdoor_humidity | -0.36395678 |
| outdoor_temperature | 0.52711004 |
| people_occupant | 1.6949644 |
| total_electricity_HVAC | -0.19111529 |
| wind_direction | -0.29251277 |
| wind_speed | -0.85418373 |
| observation/ | |
| HVAC_electricity_demand_rate | 2238.367 |
| air_humidity | 47.325447 |
| air_temperature | 23.24929 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 9.0 |
| direct_solar_radiation | 104.0 |
| hour | 17.0 |
| htg_setpoint | 19.989553 |
| month | 9.0 |
| outdoor_humidity | 61.0 |
| outdoor_temperature | 18.058174 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2012520.9 |
| wind_direction | 150.0 |
| wind_speed | 2.85 |
-------------------------------------------------
--------------------------------------------------************************************------------------------| 75%
| action_network/ | |
| Cooling_Setpoint_RL | -0.60370326 |
| Heating_Setpoint_RL | 0.5224297 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.587502 |
| Heating_Setpoint_RL | 20.563667 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6529457 |
| air_humidity | 0.1292169 |
| air_temperature | 0.3894089 |
| clg_setpoint | -1.1055275 |
| co2_emission | 0.0 |
| day_of_month | -1.6715798 |
| diffuse_solar_radiation | -0.75388867 |
| direct_solar_radiation | -0.6181817 |
| hour | 0.9392792 |
| htg_setpoint | -0.8270982 |
| month | 1.1269511 |
| outdoor_humidity | -0.19556257 |
| outdoor_temperature | 0.0099798655 |
| people_occupant | 0.5027929 |
| total_electricity_HVAC | -0.6588309 |
| wind_direction | 1.2835926 |
| wind_speed | -1.5078058 |
| observation/ | |
| HVAC_electricity_demand_rate | 123.55293 |
| air_humidity | 38.79822 |
| air_temperature | 23.249733 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 14.390317 |
| month | 10.0 |
| outdoor_humidity | 64.5 |
| outdoor_temperature | 12.964249 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 111197.64 |
| wind_direction | 315.0 |
| wind_speed | 1.3 |
--------------------------------------------------
-------------------------------------------------*************************************------------------------| 75%
| action_network/ | |
| Cooling_Setpoint_RL | -0.8855113 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.6364 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6436725 |
| air_humidity | 1.3621955 |
| air_temperature | 0.3883895 |
| clg_setpoint | -1.1052505 |
| co2_emission | 0.0 |
| day_of_month | -1.5558078 |
| diffuse_solar_radiation | -0.7539014 |
| direct_solar_radiation | -0.61832213 |
| hour | 1.0837198 |
| htg_setpoint | -0.46844754 |
| month | 1.125979 |
| outdoor_humidity | 0.31037918 |
| outdoor_temperature | 0.59421474 |
| people_occupant | -0.45081374 |
| total_electricity_HVAC | -0.6500044 |
| wind_direction | 1.0445516 |
| wind_speed | -1.5064259 |
| observation/ | |
| HVAC_electricity_demand_rate | 164.25555 |
| air_humidity | 54.916668 |
| air_temperature | 23.248384 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 15.889636 |
| month | 10.0 |
| outdoor_humidity | 75.0 |
| outdoor_temperature | 18.716976 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 147830.0 |
| wind_direction | 290.0 |
| wind_speed | 1.3 |
-------------------------------------------------
--------------------------------------------------************************************------------------------| 75%
| action_network/ | |
| Cooling_Setpoint_RL | 0.67803574 |
| Heating_Setpoint_RL | 0.8655771 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.91337 |
| Heating_Setpoint_RL | 22.49387 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5385448 |
| air_humidity | 1.3076097 |
| air_temperature | 0.22197391 |
| clg_setpoint | -0.18899556 |
| co2_emission | 0.0 |
| day_of_month | -1.4404602 |
| diffuse_solar_radiation | -0.7539081 |
| direct_solar_radiation | -0.61846864 |
| hour | 1.2281502 |
| htg_setpoint | -0.042236082 |
| month | 1.1250093 |
| outdoor_humidity | 0.5990929 |
| outdoor_temperature | 0.82202494 |
| people_occupant | -0.45097116 |
| total_electricity_HVAC | -0.5500041 |
| wind_direction | 0.28049907 |
| wind_speed | -0.11503102 |
| observation/ | |
| HVAC_electricity_demand_rate | 616.6222 |
| air_humidity | 54.227142 |
| air_temperature | 23.021599 |
| clg_setpoint | 25.650652 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 17.671873 |
| month | 10.0 |
| outdoor_humidity | 81.0 |
| outdoor_temperature | 20.962212 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 554959.94 |
| wind_direction | 210.0 |
| wind_speed | 4.6 |
--------------------------------------------------
-------------------------------------------------*************************************------------------------| 75%
| action_network/ | |
| Cooling_Setpoint_RL | -0.6516904 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.425545 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6620897 |
| air_humidity | 1.983446 |
| air_temperature | -0.14179346 |
| clg_setpoint | 0.2948162 |
| co2_emission | 0.0 |
| day_of_month | -1.325473 |
| diffuse_solar_radiation | -0.7539035 |
| direct_solar_radiation | -0.61859447 |
| hour | 1.3725673 |
| htg_setpoint | 0.83849156 |
| month | 1.1240422 |
| outdoor_humidity | 0.96030736 |
| outdoor_temperature | 0.45033473 |
| people_occupant | -0.689436 |
| total_electricity_HVAC | -0.6675208 |
| wind_direction | 0.28040907 |
| wind_speed | -1.0842595 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 63.087677 |
| air_temperature | 22.5258 |
| clg_setpoint | 26.918476 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 21.354267 |
| month | 10.0 |
| outdoor_humidity | 88.5 |
| outdoor_temperature | 17.308737 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 210.0 |
| wind_speed | 2.3 |
-------------------------------------------------
--------------------------------------------------*************************************-----------------------| 76%
| action_network/ | |
| Cooling_Setpoint_RL | 0.3760594 |
| Heating_Setpoint_RL | -0.24368328 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.8942 |
| Heating_Setpoint_RL | 16.254282 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.57149625 |
| air_humidity | -0.72528 |
| air_temperature | -0.25171998 |
| clg_setpoint | 1.4699385 |
| co2_emission | 0.0 |
| day_of_month | -1.2107879 |
| diffuse_solar_radiation | -0.7539009 |
| direct_solar_radiation | -0.6187339 |
| hour | 1.5169679 |
| htg_setpoint | -1.3920332 |
| month | 1.1230775 |
| outdoor_humidity | 1.0322218 |
| outdoor_temperature | 0.7845368 |
| people_occupant | -0.6890502 |
| total_electricity_HVAC | -0.5813489 |
| wind_direction | -0.006336642 |
| wind_speed | 1.2134029 |
| observation/ | |
| HVAC_electricity_demand_rate | 475.50684 |
| air_humidity | 27.666803 |
| air_temperature | 22.37637 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 12.0318575 |
| month | 10.0 |
| outdoor_humidity | 90.0 |
| outdoor_temperature | 20.60101 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 427956.16 |
| wind_direction | 180.0 |
| wind_speed | 7.75 |
--------------------------------------------------
-------------------------------------------------**************************************-----------------------| 76%
| action_network/ | |
| Cooling_Setpoint_RL | 0.4208934 |
| Heating_Setpoint_RL | -0.488554 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.045515 |
| Heating_Setpoint_RL | 14.8768835 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.66185 |
| air_humidity | -0.16905634 |
| air_temperature | -0.8468009 |
| clg_setpoint | 0.8721686 |
| co2_emission | 0.0 |
| day_of_month | -1.0963523 |
| diffuse_solar_radiation | -0.7538311 |
| direct_solar_radiation | -0.61861145 |
| hour | 1.6613485 |
| htg_setpoint | -0.9152352 |
| month | 1.1221153 |
| outdoor_humidity | -0.8002829 |
| outdoor_temperature | 0.06117072 |
| people_occupant | -0.68866503 |
| total_electricity_HVAC | -0.66728806 |
| wind_direction | 1.0444869 |
| wind_speed | 0.97953796 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 34.947453 |
| air_temperature | 21.565481 |
| clg_setpoint | 28.435266 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 14.024492 |
| month | 10.0 |
| outdoor_humidity | 52.0 |
| outdoor_temperature | 13.488147 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 290.0 |
| wind_speed | 7.2 |
-------------------------------------------------
-------------------------------------------------***************************************----------------------| 77%
| action_network/ | |
| Cooling_Setpoint_RL | -0.20667294 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.927479 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6617824 |
| air_humidity | -0.94510293 |
| air_temperature | -1.1688954 |
| clg_setpoint | 0.7311664 |
| co2_emission | 0.0 |
| day_of_month | -0.8686228 |
| diffuse_solar_radiation | -0.7538296 |
| direct_solar_radiation | -0.61870277 |
| hour | -1.661279 |
| htg_setpoint | -1.3993762 |
| month | 1.1211556 |
| outdoor_humidity | -1.1125501 |
| outdoor_temperature | -0.6224702 |
| people_occupant | -0.688797 |
| total_electricity_HVAC | -0.66720647 |
| wind_direction | 0.99575526 |
| wind_speed | 0.43111366 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 24.788797 |
| air_temperature | 21.126991 |
| clg_setpoint | 28.06521 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 12.0 |
| month | 10.0 |
| outdoor_humidity | 45.5 |
| outdoor_temperature | 6.764987 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 285.0 |
| wind_speed | 5.9 |
-------------------------------------------------
--------------------------------------------------**************************************----------------------| 77%
| action_network/ | |
| Cooling_Setpoint_RL | 0.07908946 |
| Heating_Setpoint_RL | -0.03771466 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.891926 |
| Heating_Setpoint_RL | 17.412855 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6616717 |
| air_humidity | -0.8361059 |
| air_temperature | -0.60285276 |
| clg_setpoint | -1.1055094 |
| co2_emission | 0.0 |
| day_of_month | -0.7545442 |
| diffuse_solar_radiation | -0.75382745 |
| direct_solar_radiation | -0.6188208 |
| hour | -1.5167356 |
| htg_setpoint | 0.10676115 |
| month | 1.1201984 |
| outdoor_humidity | -0.027070882 |
| outdoor_temperature | -0.7532668 |
| people_occupant | -0.68892884 |
| total_electricity_HVAC | -0.66708255 |
| wind_direction | -1.7282871 |
| wind_speed | -2.0535967 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 26.204233 |
| air_temperature | 21.898302 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 18.295027 |
| month | 10.0 |
| outdoor_humidity | 68.0 |
| outdoor_temperature | 5.47668 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
--------------------------------------------------
---------------------------------------------------*************************************----------------------| 77%
| action_network/ | |
| Cooling_Setpoint_RL | 0.39628488 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.962461 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.92124766 |
| air_humidity | 0.09325188 |
| air_temperature | 0.38962036 |
| clg_setpoint | 1.4696099 |
| co2_emission | 0.0 |
| day_of_month | -0.6405797 |
| diffuse_solar_radiation | -0.75382936 |
| direct_solar_radiation | -0.61891365 |
| hour | -1.3722125 |
| htg_setpoint | 1.2920716 |
| month | 1.1192435 |
| outdoor_humidity | -0.0028222029 |
| outdoor_temperature | -0.108348906 |
| people_occupant | -0.6890604 |
| total_electricity_HVAC | 1.0971148 |
| wind_direction | 0.51703423 |
| wind_speed | 0.45216113 |
| observation/ | |
| HVAC_electricity_demand_rate | 6877.3203 |
| air_humidity | 38.35608 |
| air_temperature | 23.250149 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 68.5 |
| outdoor_temperature | 11.813636 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 7239570.5 |
| wind_direction | 235.0 |
| wind_speed | 5.95 |
---------------------------------------------------
--------------------------------------------------**************************************----------------------| 77%
| action_network/ | |
| Cooling_Setpoint_RL | -0.24134892 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.810448 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.71868837 |
| air_humidity | 1.2934875 |
| air_temperature | 0.3895592 |
| clg_setpoint | -0.5030905 |
| co2_emission | 0.0 |
| day_of_month | -0.5266988 |
| diffuse_solar_radiation | -0.75382704 |
| direct_solar_radiation | -0.61903554 |
| hour | -1.2277061 |
| htg_setpoint | 1.2918167 |
| month | 1.1182911 |
| outdoor_humidity | 1.5155413 |
| outdoor_temperature | -0.022625308 |
| people_occupant | -0.6891918 |
| total_electricity_HVAC | 0.6457659 |
| wind_direction | 0.42128578 |
| wind_speed | -0.43185785 |
| observation/ | |
| HVAC_electricity_demand_rate | 6007.468 |
| air_humidity | 54.05996 |
| air_temperature | 23.250175 |
| clg_setpoint | 24.828176 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 12.656675 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 5406721.0 |
| wind_direction | 225.0 |
| wind_speed | 3.85 |
--------------------------------------------------
--------------------------------------------------***************************************---------------------| 78%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.66199344 |
| air_humidity | 1.6442176 |
| air_temperature | -0.073890835 |
| clg_setpoint | -1.1049851 |
| co2_emission | 0.0 |
| day_of_month | -0.41287622 |
| diffuse_solar_radiation | -0.7538152 |
| direct_solar_radiation | -0.6191546 |
| hour | -1.0832129 |
| htg_setpoint | 0.5817049 |
| month | 1.1173413 |
| outdoor_humidity | 1.5146916 |
| outdoor_temperature | -0.0557901 |
| people_occupant | -0.68932307 |
| total_electricity_HVAC | -0.6673713 |
| wind_direction | -1.729148 |
| wind_speed | -2.052708 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 58.67233 |
| air_temperature | 22.619596 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 20.283028 |
| month | 10.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 12.3333235 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
--------------------------------------------------
--------------------------------------------------***************************************---------------------| 78%
| action_network/ | |
| Cooling_Setpoint_RL | 0.9146232 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.711853 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.66201496 |
| air_humidity | 2.3517358 |
| air_temperature | -0.12260036 |
| clg_setpoint | 1.4698133 |
| co2_emission | 0.0 |
| day_of_month | -0.29909137 |
| diffuse_solar_radiation | -0.75379884 |
| direct_solar_radiation | -0.61927736 |
| hour | -0.93872994 |
| htg_setpoint | -0.025065638 |
| month | 1.1163937 |
| outdoor_humidity | 1.5136651 |
| outdoor_temperature | 0.2383039 |
| people_occupant | -0.6889394 |
| total_electricity_HVAC | -0.6673901 |
| wind_direction | -1.0599556 |
| wind_speed | -1.735132 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 67.954285 |
| air_temperature | 22.55357 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 17.747612 |
| month | 10.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 15.223935 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 70.0 |
| wind_speed | 0.75 |
--------------------------------------------------
-------------------------------------------------****************************************---------------------| 78%
| action_network/ | |
| Cooling_Setpoint_RL | 0.26278612 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.511904 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.66208225 |
| air_humidity | 1.5606868 |
| air_temperature | -0.14933166 |
| clg_setpoint | 0.4649979 |
| co2_emission | 0.0 |
| day_of_month | -0.18532862 |
| diffuse_solar_radiation | -0.41282284 |
| direct_solar_radiation | -0.6193543 |
| hour | -0.79425484 |
| htg_setpoint | 0.11783988 |
| month | 1.1154486 |
| outdoor_humidity | 1.0308485 |
| outdoor_temperature | 0.18825871 |
| people_occupant | -0.6885563 |
| total_electricity_HVAC | -0.66745096 |
| wind_direction | -1.7282118 |
| wind_speed | -2.049993 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 57.618683 |
| air_temperature | 22.51764 |
| clg_setpoint | 27.36684 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 34.0 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 18.346926 |
| month | 10.0 |
| outdoor_humidity | 90.0 |
| outdoor_temperature | 14.735266 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
-------------------------------------------------****************************************---------------------| 78%
| action_network/ | |
| Cooling_Setpoint_RL | -0.462983 |
| Heating_Setpoint_RL | 0.51566046 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.062431 |
| Heating_Setpoint_RL | 20.52559 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.2815871 |
| air_humidity | 1.6736884 |
| air_temperature | 0.38936388 |
| clg_setpoint | -0.32886767 |
| co2_emission | 0.0 |
| day_of_month | -0.07157717 |
| diffuse_solar_radiation | 0.40949422 |
| direct_solar_radiation | 0.12201244 |
| hour | -0.6497852 |
| htg_setpoint | 1.2901038 |
| month | 1.1145059 |
| outdoor_humidity | 0.37932208 |
| outdoor_temperature | 0.24964565 |
| people_occupant | -0.6886877 |
| total_electricity_HVAC | 0.35347396 |
| wind_direction | 0.9004083 |
| wind_speed | 0.5587191 |
| observation/ | |
| HVAC_electricity_demand_rate | 4130.2715 |
| air_humidity | 59.131866 |
| air_temperature | 23.250553 |
| clg_setpoint | 25.285936 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 116.0 |
| direct_solar_radiation | 186.0 |
| hour | 7.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 76.5 |
| outdoor_temperature | 15.340713 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4217707.5 |
| wind_direction | 275.0 |
| wind_speed | 6.2 |
-------------------------------------------------
--------------------------------------------------****************************************--------------------| 79%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.979482 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.115414 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.58023536 |
| air_humidity | 0.22272396 |
| air_temperature | 1.1524162 |
| clg_setpoint | -0.19419788 |
| co2_emission | 0.0 |
| day_of_month | 0.042168964 |
| diffuse_solar_radiation | 0.7807198 |
| direct_solar_radiation | 1.1141285 |
| hour | -0.5053194 |
| htg_setpoint | 0.5153273 |
| month | 1.1135656 |
| outdoor_humidity | 0.28314 |
| outdoor_temperature | 0.27054337 |
| people_occupant | 1.6949974 |
| total_electricity_HVAC | -0.5897941 |
| wind_direction | -0.820183 |
| wind_speed | 0.0116199115 |
| observation/ | |
| HVAC_electricity_demand_rate | 438.7613 |
| air_humidity | 40.12261 |
| air_temperature | 24.287994 |
| clg_setpoint | 25.638426 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 153.0 |
| direct_solar_radiation | 435.0 |
| hour | 8.0 |
| htg_setpoint | 20.01093 |
| month | 10.0 |
| outdoor_humidity | 74.5 |
| outdoor_temperature | 15.54685 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 394118.28 |
| wind_direction | 95.0 |
| wind_speed | 4.9 |
--------------------------------------------------
--------------------------------------------------****************************************--------------------| 79%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.7072829 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.646534 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6331865 |
| air_humidity | 0.56727827 |
| air_temperature | 1.8831345 |
| clg_setpoint | -0.082550675 |
| co2_emission | 0.0 |
| day_of_month | 0.15591095 |
| diffuse_solar_radiation | 1.0414414 |
| direct_solar_radiation | 1.8355883 |
| hour | -0.36085582 |
| htg_setpoint | -1.0989113 |
| month | 1.1126276 |
| outdoor_humidity | -0.29575214 |
| outdoor_temperature | -0.00922787 |
| people_occupant | 1.6945721 |
| total_electricity_HVAC | -0.6399646 |
| wind_direction | 0.70918715 |
| wind_speed | 3.1655192 |
| observation/ | |
| HVAC_electricity_demand_rate | 212.41864 |
| air_humidity | 44.654896 |
| air_temperature | 25.28105 |
| clg_setpoint | 25.930845 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 179.0 |
| direct_solar_radiation | 616.0 |
| hour | 9.0 |
| htg_setpoint | 13.262818 |
| month | 10.0 |
| outdoor_humidity | 62.5 |
| outdoor_temperature | 12.804127 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 191177.16 |
| wind_direction | 255.0 |
| wind_speed | 12.4 |
--------------------------------------------------
-------------------------------------------------*****************************************--------------------| 79%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.57716566 |
| air_humidity | -0.8522358 |
| air_temperature | 0.387493 |
| clg_setpoint | -1.1049585 |
| co2_emission | 0.0 |
| day_of_month | 0.26964524 |
| diffuse_solar_radiation | 1.1920252 |
| direct_solar_radiation | 1.7157879 |
| hour | -0.21639343 |
| htg_setpoint | -1.4005572 |
| month | 1.111692 |
| outdoor_humidity | -1.2590226 |
| outdoor_temperature | -0.24024944 |
| people_occupant | 1.6941477 |
| total_electricity_HVAC | -0.5866777 |
| wind_direction | 1.2822108 |
| wind_speed | 0.8701824 |
| observation/ | |
| HVAC_electricity_demand_rate | 451.8434 |
| air_humidity | 26.04386 |
| air_temperature | 23.248243 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 194.0 |
| direct_solar_radiation | 586.0 |
| hour | 10.0 |
| htg_setpoint | 12.0 |
| month | 10.0 |
| outdoor_humidity | 42.5 |
| outdoor_temperature | 10.53768 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 406659.1 |
| wind_direction | 315.0 |
| wind_speed | 6.95 |
-------------------------------------------------
-------------------------------------------------******************************************-------------------| 80%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.09076655 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.135563 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6623106 |
| air_humidity | -0.67043126 |
| air_temperature | -0.06512222 |
| clg_setpoint | -0.2525513 |
| co2_emission | 0.0 |
| day_of_month | 0.38336343 |
| diffuse_solar_radiation | 1.3327388 |
| direct_solar_radiation | 1.6555592 |
| hour | -0.07193149 |
| htg_setpoint | -1.4003837 |
| month | 1.1107588 |
| outdoor_humidity | -0.8008296 |
| outdoor_temperature | 0.21323958 |
| people_occupant | -0.68921125 |
| total_electricity_HVAC | -0.66763085 |
| wind_direction | 0.27836654 |
| wind_speed | 0.11484595 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 28.417654 |
| air_temperature | 22.633125 |
| clg_setpoint | 25.483603 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 208.0 |
| direct_solar_radiation | 571.0 |
| hour | 11.0 |
| htg_setpoint | 12.0 |
| month | 10.0 |
| outdoor_humidity | 52.0 |
| outdoor_temperature | 14.979053 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 210.0 |
| wind_speed | 5.15 |
-------------------------------------------------
-------------------------------------------------******************************************-------------------| 80%
| action_network/ | |
| Cooling_Setpoint_RL | 0.28789026 |
| Heating_Setpoint_RL | -0.7219018 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.59663 |
| Heating_Setpoint_RL | 13.564302 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4635239 |
| air_humidity | 0.65775585 |
| air_temperature | 0.09898953 |
| clg_setpoint | -1.1046197 |
| co2_emission | 0.0 |
| day_of_month | 0.49705237 |
| diffuse_solar_radiation | 1.182421 |
| direct_solar_radiation | 2.0458193 |
| hour | 0.07253037 |
| htg_setpoint | 0.601083 |
| month | 1.1098279 |
| outdoor_humidity | -0.3193283 |
| outdoor_temperature | 0.6069059 |
| people_occupant | -0.6888297 |
| total_electricity_HVAC | -0.4786001 |
| wind_direction | 0.51742506 |
| wind_speed | -0.3256281 |
| observation/ | |
| HVAC_electricity_demand_rate | 937.762 |
| air_humidity | 45.823742 |
| air_temperature | 22.856194 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 193.0 |
| direct_solar_radiation | 669.0 |
| hour | 12.0 |
| htg_setpoint | 20.370003 |
| month | 10.0 |
| outdoor_humidity | 62.0 |
| outdoor_temperature | 18.835646 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 843985.8 |
| wind_direction | 235.0 |
| wind_speed | 4.1 |
| train/ | |
| approx_kl | 0.008231361 |
| clip_fraction | 0.0767 |
| clip_range | 0.2 |
| entropy_loss | -2.51 |
| explained_variance | 0.489 |
| learning_rate | 0.0003 |
| loss | 0.087 |
| n_updates | 650 |
| policy_gradient_loss | -0.0113 |
| std | 0.848 |
| value_loss | 0.617 |
-------------------------------------------------
-------------------------------------------------******************************************-------------------| 80%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.073642254 |
| air_humidity | 1.0333016 |
| air_temperature | 0.3883641 |
| clg_setpoint | -1.1044986 |
| co2_emission | 0.0 |
| day_of_month | 0.6106943 |
| diffuse_solar_radiation | 0.86155987 |
| direct_solar_radiation | 1.7466254 |
| hour | 0.21699214 |
| htg_setpoint | 1.2894365 |
| month | 1.1088994 |
| outdoor_humidity | 0.4756897 |
| outdoor_temperature | 0.51970005 |
| people_occupant | 1.218542 |
| total_electricity_HVAC | 0.03219273 |
| wind_direction | -0.10326995 |
| wind_speed | 1.0805937 |
| observation/ | |
| HVAC_electricity_demand_rate | 3236.6877 |
| air_humidity | 50.745655 |
| air_temperature | 23.249342 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 161.0 |
| direct_solar_radiation | 594.0 |
| hour | 13.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 78.5 |
| outdoor_temperature | 17.981203 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 2913019.0 |
| wind_direction | 170.0 |
| wind_speed | 7.45 |
-------------------------------------------------
-------------------------------------------------******************************************-------------------| 80%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.560935 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 20.780258 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.32450742 |
| air_humidity | 1.4873719 |
| air_temperature | 0.38847452 |
| clg_setpoint | -1.104205 |
| co2_emission | 0.0 |
| day_of_month | 0.72426665 |
| diffuse_solar_radiation | 0.97205174 |
| direct_solar_radiation | -0.54857564 |
| hour | 0.36145344 |
| htg_setpoint | 0.8342604 |
| month | 1.1079731 |
| outdoor_humidity | -0.19972995 |
| outdoor_temperature | 0.9083477 |
| people_occupant | 1.694951 |
| total_electricity_HVAC | 0.27073458 |
| wind_direction | -1.0109557 |
| wind_speed | -1.7285795 |
| observation/ | |
| HVAC_electricity_demand_rate | 4309.9517 |
| air_humidity | 56.709267 |
| air_temperature | 23.24965 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 172.0 |
| direct_solar_radiation | 18.0 |
| hour | 14.0 |
| htg_setpoint | 21.34803 |
| month | 10.0 |
| outdoor_humidity | 64.5 |
| outdoor_temperature | 21.787413 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 3878956.8 |
| wind_direction | 75.0 |
| wind_speed | 0.75 |
-------------------------------------------------
-------------------------------------------------*******************************************------------------| 81%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.22585902 |
| air_humidity | 2.2639842 |
| air_temperature | 0.38833466 |
| clg_setpoint | -1.1040002 |
| co2_emission | 0.0 |
| day_of_month | 0.8377422 |
| diffuse_solar_radiation | 0.1894446 |
| direct_solar_radiation | -0.55225503 |
| hour | 0.5059136 |
| htg_setpoint | 0.47703767 |
| month | 1.1070492 |
| outdoor_humidity | 1.3424178 |
| outdoor_temperature | 0.48518226 |
| people_occupant | 1.6945277 |
| total_electricity_HVAC | -0.25261116 |
| wind_direction | -0.38888416 |
| wind_speed | 0.7660453 |
| observation/ | |
| HVAC_electricity_demand_rate | 1955.139 |
| air_humidity | 66.91475 |
| air_temperature | 23.24963 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 94.0 |
| direct_solar_radiation | 17.0 |
| hour | 15.0 |
| htg_setpoint | 19.8573 |
| month | 10.0 |
| outdoor_humidity | 96.5 |
| outdoor_temperature | 17.645206 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1759625.1 |
| wind_direction | 140.0 |
| wind_speed | 6.7 |
-------------------------------------------------
-------------------------------------------------*******************************************------------------| 81%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.59196055 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 14.295221 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.5241403 |
| air_humidity | 1.1425067 |
| air_temperature | 0.38775024 |
| clg_setpoint | -1.1037366 |
| co2_emission | 0.0 |
| day_of_month | 0.95108926 |
| diffuse_solar_radiation | -0.48287135 |
| direct_solar_radiation | 0.23676634 |
| hour | 0.6503715 |
| htg_setpoint | 0.9655443 |
| month | 1.1061276 |
| outdoor_humidity | 0.738717 |
| outdoor_temperature | 0.79073226 |
| people_occupant | 1.6941053 |
| total_electricity_HVAC | 0.4616525 |
| wind_direction | -0.29344487 |
| wind_speed | -0.19762321 |
| observation/ | |
| HVAC_electricity_demand_rate | 5162.8955 |
| air_humidity | 52.249638 |
| air_temperature | 23.249022 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 27.0 |
| direct_solar_radiation | 215.0 |
| hour | 16.0 |
| htg_setpoint | 21.903046 |
| month | 10.0 |
| outdoor_humidity | 84.0 |
| outdoor_temperature | 20.637493 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 4650979.5 |
| wind_direction | 150.0 |
| wind_speed | 4.4 |
-------------------------------------------------
-------------------------------------------------*******************************************------------------| 81%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.84841466 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.852668 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.08316453 |
| air_humidity | -0.41871697 |
| air_temperature | 0.38741106 |
| clg_setpoint | -1.1036211 |
| co2_emission | 0.0 |
| day_of_month | 1.0642715 |
| diffuse_solar_radiation | -0.7538087 |
| direct_solar_radiation | -0.6201853 |
| hour | 0.7948257 |
| htg_setpoint | 0.05114267 |
| month | 1.1052083 |
| outdoor_humidity | -2.3209896 |
| outdoor_temperature | 0.79314154 |
| people_occupant | 1.6936836 |
| total_electricity_HVAC | 0.041236307 |
| wind_direction | 0.80572325 |
| wind_speed | 2.065019 |
| observation/ | |
| HVAC_electricity_demand_rate | 3277.2356 |
| air_humidity | 31.773544 |
| air_temperature | 23.248827 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 18.08001 |
| month | 10.0 |
| outdoor_humidity | 20.5 |
| outdoor_temperature | 20.665625 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2949512.0 |
| wind_direction | 265.0 |
| wind_speed | 9.8 |
-------------------------------------------------
-------------------------------------------------*******************************************------------------| 81%
| action_network/ | |
| Cooling_Setpoint_RL | 0.37777743 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.9 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6628678 |
| air_humidity | -1.5638099 |
| air_temperature | -0.5223934 |
| clg_setpoint | -0.27816936 |
| co2_emission | 0.0 |
| day_of_month | 1.177248 |
| diffuse_solar_radiation | -0.75376153 |
| direct_solar_radiation | -0.62019646 |
| hour | 0.9392744 |
| htg_setpoint | -0.46553352 |
| month | 1.1042913 |
| outdoor_humidity | -1.4509751 |
| outdoor_temperature | -0.37331983 |
| people_occupant | -0.6891007 |
| total_electricity_HVAC | -0.6681619 |
| wind_direction | 0.6618696 |
| wind_speed | 2.0617516 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 16.717873 |
| air_temperature | 22.014933 |
| clg_setpoint | 25.414595 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 15.916637 |
| month | 10.0 |
| outdoor_humidity | 38.5 |
| outdoor_temperature | 9.255422 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 250.0 |
| wind_speed | 9.8 |
-------------------------------------------------
-------------------------------------------------********************************************-----------------| 82%
| action_network/ | |
| Cooling_Setpoint_RL | 0.31714833 |
| Heating_Setpoint_RL | -0.40113416 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.695375 |
| Heating_Setpoint_RL | 15.36862 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.66265637 |
| air_humidity | -1.2890102 |
| air_temperature | -0.77063346 |
| clg_setpoint | 0.36018997 |
| co2_emission | 0.0 |
| day_of_month | 1.289974 |
| diffuse_solar_radiation | -0.75370806 |
| direct_solar_radiation | -0.62025416 |
| hour | 1.0837154 |
| htg_setpoint | -1.2058299 |
| month | 1.1033765 |
| outdoor_humidity | -0.75241363 |
| outdoor_temperature | -0.4494414 |
| people_occupant | -0.6887212 |
| total_electricity_HVAC | -0.66795105 |
| wind_direction | 1.3304323 |
| wind_speed | 0.8670306 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 20.306671 |
| air_temperature | 21.67787 |
| clg_setpoint | 27.08885 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 12.817854 |
| month | 10.0 |
| outdoor_humidity | 53.0 |
| outdoor_temperature | 8.509088 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 320.0 |
| wind_speed | 6.95 |
-------------------------------------------------
--------------------------------------------------*******************************************-----------------| 82%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.87401193 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.708683 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6625654 |
| air_humidity | -1.0569793 |
| air_temperature | -0.066272244 |
| clg_setpoint | -1.104047 |
| co2_emission | 0.0 |
| day_of_month | 1.4024001 |
| diffuse_solar_radiation | -0.7536529 |
| direct_solar_radiation | -0.62037 |
| hour | 1.2281463 |
| htg_setpoint | 0.26980552 |
| month | 1.1024641 |
| outdoor_humidity | -1.1844313 |
| outdoor_temperature | -0.6047455 |
| people_occupant | -0.4504624 |
| total_electricity_HVAC | -0.667848 |
| wind_direction | -1.7288923 |
| wind_speed | -1.7279835 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 23.340109 |
| air_temperature | 22.632677 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 18.990196 |
| month | 10.0 |
| outdoor_humidity | 44.0 |
| outdoor_temperature | 6.9885526 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 0.0 |
| wind_speed | 0.75 |
--------------------------------------------------
--------------------------------------------------*******************************************-----------------| 82%
| action_network/ | |
| Cooling_Setpoint_RL | -0.7570592 |
| Heating_Setpoint_RL | -0.038315684 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.069925 |
| Heating_Setpoint_RL | 17.409473 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6625243 |
| air_humidity | -0.44481578 |
| air_temperature | -0.32579195 |
| clg_setpoint | -0.3960138 |
| co2_emission | 0.0 |
| day_of_month | 1.5144731 |
| diffuse_solar_radiation | -0.7536042 |
| direct_solar_radiation | -0.6204721 |
| hour | 1.3725643 |
| htg_setpoint | -0.052339587 |
| month | 1.1015539 |
| outdoor_humidity | -0.8231012 |
| outdoor_temperature | 0.052201897 |
| people_occupant | -0.68898094 |
| total_electricity_HVAC | -0.6678049 |
| wind_direction | 0.7558723 |
| wind_speed | -0.32507953 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 31.378696 |
| air_temperature | 22.280983 |
| clg_setpoint | 25.1044 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 17.641975 |
| month | 10.0 |
| outdoor_humidity | 51.5 |
| outdoor_temperature | 13.406502 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 260.0 |
| wind_speed | 4.1 |
--------------------------------------------------
-------------------------------------------------*********************************************----------------| 83%
| action_network/ | |
| Cooling_Setpoint_RL | 0.7525157 |
| Heating_Setpoint_RL | -0.8709613 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.164742 |
| Heating_Setpoint_RL | 12.725842 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6624883 |
| air_humidity | -0.86597115 |
| air_temperature | -0.8919827 |
| clg_setpoint | -0.5732813 |
| co2_emission | 0.0 |
| day_of_month | 1.6261357 |
| diffuse_solar_radiation | -0.75353295 |
| direct_solar_radiation | -0.62055737 |
| hour | 1.516966 |
| htg_setpoint | 0.26487184 |
| month | 1.1006459 |
| outdoor_humidity | -1.0626522 |
| outdoor_temperature | -0.3647071 |
| people_occupant | -0.6891106 |
| total_electricity_HVAC | -0.66776484 |
| wind_direction | -1.6792095 |
| wind_speed | -0.53374416 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 25.839556 |
| air_temperature | 21.513962 |
| clg_setpoint | 24.638649 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 18.968752 |
| month | 10.0 |
| outdoor_humidity | 46.5 |
| outdoor_temperature | 9.333841 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 5.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------********************************************----------------| 83%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.96378875 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.04631 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.1733261 |
| air_humidity | 1.0046402 |
| air_temperature | 0.16838254 |
| clg_setpoint | 1.2300459 |
| co2_emission | 0.0 |
| day_of_month | 1.7373273 |
| diffuse_solar_radiation | -0.7534329 |
| direct_solar_radiation | -0.6202826 |
| hour | 1.661348 |
| htg_setpoint | 1.2161796 |
| month | 1.0997403 |
| outdoor_humidity | 0.9342042 |
| outdoor_temperature | -0.061326493 |
| people_occupant | -0.68924 |
| total_electricity_HVAC | 1.4193567 |
| wind_direction | 0.2789238 |
| wind_speed | 0.345105 |
| observation/ | |
| HVAC_electricity_demand_rate | 7932.0957 |
| air_humidity | 50.41887 |
| air_temperature | 22.950636 |
| clg_setpoint | 29.364452 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 22.950512 |
| month | 10.0 |
| outdoor_humidity | 88.0 |
| outdoor_temperature | 12.295551 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 8520832.0 |
| wind_direction | 210.0 |
| wind_speed | 5.7 |
--------------------------------------------------
-------------------------------------------------*********************************************----------------| 83%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6624363 |
| air_humidity | -0.50113815 |
| air_temperature | -1.353481 |
| clg_setpoint | 0.11546398 |
| co2_emission | 0.0 |
| day_of_month | -1.5575017 |
| diffuse_solar_radiation | -0.75337017 |
| direct_solar_radiation | -0.62038296 |
| hour | -1.6612798 |
| htg_setpoint | -0.27018404 |
| month | 1.3961521 |
| outdoor_humidity | -0.9419414 |
| outdoor_temperature | -0.2673677 |
| people_occupant | -0.6893692 |
| total_electricity_HVAC | -0.6676995 |
| wind_direction | -1.7262866 |
| wind_speed | 1.6201893 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 30.632015 |
| air_temperature | 20.889822 |
| clg_setpoint | 26.442907 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 16.730911 |
| month | 11.0 |
| outdoor_humidity | 49.0 |
| outdoor_temperature | 10.283117 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 0.0 |
| wind_speed | 8.75 |
-------------------------------------------------
-------------------------------------------------**********************************************---------------| 84%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.47792643 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 20.313335 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.0700061 |
| air_humidity | -1.1155664 |
| air_temperature | 0.22750877 |
| clg_setpoint | 1.4719993 |
| co2_emission | 0.0 |
| day_of_month | -1.4419807 |
| diffuse_solar_radiation | -0.75327307 |
| direct_solar_radiation | -0.6204392 |
| hour | -1.5167378 |
| htg_setpoint | 1.2878933 |
| month | 1.3946228 |
| outdoor_humidity | -0.5320213 |
| outdoor_temperature | -0.24010317 |
| people_occupant | -0.6889912 |
| total_electricity_HVAC | 2.182446 |
| wind_direction | 1.6607002 |
| wind_speed | 0.009241407 |
| observation/ | |
| HVAC_electricity_demand_rate | 11761.033 |
| air_humidity | 22.550755 |
| air_temperature | 23.030434 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 57.5 |
| outdoor_temperature | 10.549356 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 11605411.0 |
| wind_direction | 355.0 |
| wind_speed | 4.9 |
-------------------------------------------------
-------------------------------------------------**********************************************---------------| 84%
| action_network/ | |
| Cooling_Setpoint_RL | 0.28709 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.59393 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.5372686 |
| air_humidity | -0.14282542 |
| air_temperature | 0.3899935 |
| clg_setpoint | 1.4719522 |
| co2_emission | 0.0 |
| day_of_month | -1.3268455 |
| diffuse_solar_radiation | -0.75320786 |
| direct_solar_radiation | -0.62050986 |
| hour | -1.3722159 |
| htg_setpoint | 1.2879131 |
| month | 1.3930985 |
| outdoor_humidity | 0.6952291 |
| outdoor_temperature | -0.43085492 |
| people_occupant | -0.6886138 |
| total_electricity_HVAC | 0.47287083 |
| wind_direction | -0.8668903 |
| wind_speed | -1.7266762 |
| observation/ | |
| HVAC_electricity_demand_rate | 5211.4478 |
| air_humidity | 35.32498 |
| air_temperature | 23.250057 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 83.0 |
| outdoor_temperature | 8.689322 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4690303.0 |
| wind_direction | 90.0 |
| wind_speed | 0.75 |
-------------------------------------------------
-------------------------------------------------**********************************************---------------| 84%
| action_network/ | |
| Cooling_Setpoint_RL | -0.17895198 |
| Heating_Setpoint_RL | 0.73340935 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.021038 |
| Heating_Setpoint_RL | 21.750427 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.0716298 |
| air_humidity | -0.33706865 |
| air_temperature | 0.39003843 |
| clg_setpoint | 1.1804103 |
| co2_emission | 0.0 |
| day_of_month | -1.2120364 |
| diffuse_solar_radiation | -0.7531623 |
| direct_solar_radiation | -0.6204823 |
| hour | -1.2277101 |
| htg_setpoint | 1.2878032 |
| month | 1.3915793 |
| outdoor_humidity | -0.14675154 |
| outdoor_temperature | -0.26107454 |
| people_occupant | -0.6887432 |
| total_electricity_HVAC | 1.3008583 |
| wind_direction | 1.2301525 |
| wind_speed | 0.44922414 |
| observation/ | |
| HVAC_electricity_demand_rate | 7493.108 |
| air_humidity | 32.77535 |
| air_temperature | 23.250076 |
| clg_setpoint | 29.235645 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 65.5 |
| outdoor_temperature | 10.346738 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 8037895.0 |
| wind_direction | 310.0 |
| wind_speed | 5.95 |
-------------------------------------------------
---------------------------------------------------********************************************---------------| 84%
| action_network/ | |
| Cooling_Setpoint_RL | -0.44256878 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.13133 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.2859483 |
| air_humidity | -0.48468584 |
| air_temperature | -1.1504174 |
| clg_setpoint | 1.4720846 |
| co2_emission | 0.0 |
| day_of_month | -1.0974988 |
| diffuse_solar_radiation | -0.7530711 |
| direct_solar_radiation | -0.62035507 |
| hour | -1.0832175 |
| htg_setpoint | 0.68225014 |
| month | 1.390065 |
| outdoor_humidity | -0.0020350597 |
| outdoor_temperature | -0.8698345 |
| people_occupant | -0.6888724 |
| total_electricity_HVAC | 0.116449796 |
| wind_direction | 1.3718733 |
| wind_speed | 0.44808334 |
| observation/ | |
| HVAC_electricity_demand_rate | 4137.109 |
| air_humidity | 30.833462 |
| air_temperature | 21.165913 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 20.715929 |
| month | 11.0 |
| outdoor_humidity | 68.5 |
| outdoor_temperature | 4.408209 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3248390.5 |
| wind_direction | 325.0 |
| wind_speed | 5.95 |
---------------------------------------------------
-------------------------------------------------***********************************************--------------| 85%
| action_network/ | |
| Cooling_Setpoint_RL | 0.3099311 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.671017 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6621848 |
| air_humidity | -0.16510941 |
| air_temperature | -1.1454887 |
| clg_setpoint | 1.109633 |
| co2_emission | 0.0 |
| day_of_month | -0.9831839 |
| diffuse_solar_radiation | -0.7529776 |
| direct_solar_radiation | -0.620433 |
| hour | -0.93873495 |
| htg_setpoint | -0.25759062 |
| month | 1.3885555 |
| outdoor_humidity | 0.744558 |
| outdoor_temperature | -0.69031 |
| people_occupant | -0.6890014 |
| total_electricity_HVAC | -0.6674113 |
| wind_direction | 1.5132931 |
| wind_speed | -0.5349054 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 35.024685 |
| air_temperature | 21.172945 |
| clg_setpoint | 29.049547 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 16.782785 |
| month | 11.0 |
| outdoor_humidity | 84.0 |
| outdoor_temperature | 6.157385 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 340.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------**********************************************--------------| 85%
| action_network/ | |
| Cooling_Setpoint_RL | -0.5581753 |
| Heating_Setpoint_RL | -0.009695709 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.741158 |
| Heating_Setpoint_RL | 17.570461 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.035543624 |
| air_humidity | 0.1380398 |
| air_temperature | -0.54851604 |
| clg_setpoint | 1.472312 |
| co2_emission | 0.0 |
| day_of_month | -0.8690478 |
| diffuse_solar_radiation | -0.7529256 |
| direct_solar_radiation | -0.6203947 |
| hour | -0.79426 |
| htg_setpoint | 0.939719 |
| month | 1.387051 |
| outdoor_humidity | 1.3705537 |
| outdoor_temperature | -0.6877164 |
| people_occupant | -0.6891302 |
| total_electricity_HVAC | -0.19125824 |
| wind_direction | 1.5594333 |
| wind_speed | -0.6393681 |
| observation/ | |
| HVAC_electricity_demand_rate | 2763.7866 |
| air_humidity | 39.001575 |
| air_temperature | 21.980553 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 21.793575 |
| month | 11.0 |
| outdoor_humidity | 97.0 |
| outdoor_temperature | 6.1822395 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2004006.2 |
| wind_direction | 345.0 |
| wind_speed | 3.35 |
--------------------------------------------------
-------------------------------------------------***********************************************--------------| 85%
| action_network/ | |
| Cooling_Setpoint_RL | 0.8132818 |
| Heating_Setpoint_RL | 0.68771434 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.369825 |
| Heating_Setpoint_RL | 21.493393 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.46818233 |
| air_humidity | 0.55202717 |
| air_temperature | 0.39030987 |
| clg_setpoint | 1.411284 |
| co2_emission | 0.0 |
| day_of_month | -0.75505185 |
| diffuse_solar_radiation | 0.04187036 |
| direct_solar_radiation | 0.029717356 |
| hour | -0.6497905 |
| htg_setpoint | 1.2874019 |
| month | 1.3855515 |
| outdoor_humidity | 0.9846697 |
| outdoor_temperature | -0.19661541 |
| people_occupant | -0.6892589 |
| total_electricity_HVAC | 0.46900135 |
| wind_direction | -1.439885 |
| wind_speed | -1.4956214 |
| observation/ | |
| HVAC_electricity_demand_rate | 4914.871 |
| air_humidity | 44.437492 |
| air_temperature | 23.250103 |
| clg_setpoint | 29.839397 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 79.0 |
| direct_solar_radiation | 163.0 |
| hour | 7.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 89.0 |
| outdoor_temperature | 10.967257 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4673818.0 |
| wind_direction | 30.0 |
| wind_speed | 1.3 |
-------------------------------------------------
-------------------------------------------------************************************************-------------| 86%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.54283965 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 20.678474 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.1326768 |
| air_humidity | 1.9690096 |
| air_temperature | 0.38999602 |
| clg_setpoint | 1.4716853 |
| co2_emission | 0.0 |
| day_of_month | -0.64116216 |
| diffuse_solar_radiation | 0.26334283 |
| direct_solar_radiation | -0.62016815 |
| hour | -0.5053247 |
| htg_setpoint | 1.2867817 |
| month | 1.3840567 |
| outdoor_humidity | 1.5133879 |
| outdoor_temperature | 0.4346872 |
| people_occupant | -0.6888829 |
| total_electricity_HVAC | -0.16411108 |
| wind_direction | 0.131541 |
| wind_speed | 0.97186285 |
| observation/ | |
| HVAC_electricity_demand_rate | 2348.2788 |
| air_humidity | 63.037563 |
| air_temperature | 23.24963 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 101.0 |
| direct_solar_radiation | 0.0 |
| hour | 8.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 17.117064 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2113451.0 |
| wind_direction | 195.0 |
| wind_speed | 7.2 |
| train/ | |
| approx_kl | 0.009825336 |
| clip_fraction | 0.0969 |
| clip_range | 0.2 |
| entropy_loss | -2.51 |
| explained_variance | 0.555 |
| learning_rate | 0.0003 |
| loss | 0.0818 |
| n_updates | 660 |
| policy_gradient_loss | -0.0135 |
| std | 0.853 |
| value_loss | 0.412 |
-------------------------------------------------
-------------------------------------------------************************************************-------------| 86%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.60964686 |
| air_humidity | 1.1495569 |
| air_temperature | 0.3898626 |
| clg_setpoint | -1.103538 |
| co2_emission | 0.0 |
| day_of_month | -0.52734995 |
| diffuse_solar_radiation | 1.2798353 |
| direct_solar_radiation | 0.090292394 |
| hour | -0.36086118 |
| htg_setpoint | -1.4017855 |
| month | 1.3825667 |
| outdoor_humidity | 1.4166397 |
| outdoor_temperature | -0.12571526 |
| people_occupant | 1.6955637 |
| total_electricity_HVAC | -0.61419135 |
| wind_direction | 1.4163477 |
| wind_speed | 1.3889269 |
| observation/ | |
| HVAC_electricity_demand_rate | 311.48334 |
| air_humidity | 52.30157 |
| air_temperature | 23.249258 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 202.0 |
| direct_solar_radiation | 178.0 |
| hour | 9.0 |
| htg_setpoint | 12.0 |
| month | 11.0 |
| outdoor_humidity | 98.0 |
| outdoor_temperature | 11.661004 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 293658.94 |
| wind_direction | 330.0 |
| wind_speed | 8.2 |
-------------------------------------------------
-------------------------------------------------************************************************-------------| 86%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.94334716 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 22.931328 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5210206 |
| air_humidity | 0.1253032 |
| air_temperature | 0.39278397 |
| clg_setpoint | -1.1033362 |
| co2_emission | 0.0 |
| day_of_month | -0.41359115 |
| diffuse_solar_radiation | 0.8874455 |
| direct_solar_radiation | -0.6198277 |
| hour | -0.21639876 |
| htg_setpoint | 1.2862247 |
| month | 1.3810816 |
| outdoor_humidity | 0.1641918 |
| outdoor_temperature | -0.51499337 |
| people_occupant | 1.6951455 |
| total_electricity_HVAC | -0.53323853 |
| wind_direction | 1.6525856 |
| wind_speed | 0.8649871 |
| observation/ | |
| HVAC_electricity_demand_rate | 689.6497 |
| air_humidity | 38.867096 |
| air_temperature | 23.253052 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 163.0 |
| direct_solar_radiation | 0.0 |
| hour | 10.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 72.0 |
| outdoor_temperature | 7.8709507 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 620684.75 |
| wind_direction | 355.0 |
| wind_speed | 6.95 |
-------------------------------------------------
-------------------------------------------------************************************************-------------| 86%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.45217657 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.081507 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.53140587 |
| air_humidity | 0.042749885 |
| air_temperature | 0.3915851 |
| clg_setpoint | -1.10312 |
| co2_emission | 0.0 |
| day_of_month | -0.29986644 |
| diffuse_solar_radiation | 0.4046602 |
| direct_solar_radiation | -0.619549 |
| hour | -0.0719368 |
| htg_setpoint | 1.1473247 |
| month | 1.3796012 |
| outdoor_humidity | 0.38072297 |
| outdoor_temperature | -0.56079453 |
| people_occupant | 1.2180169 |
| total_electricity_HVAC | -0.54309523 |
| wind_direction | -1.343836 |
| wind_speed | -1.3923532 |
| observation/ | |
| HVAC_electricity_demand_rate | 645.3218 |
| air_humidity | 37.783596 |
| air_temperature | 23.251312 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 115.0 |
| direct_solar_radiation | 0.0 |
| hour | 11.0 |
| htg_setpoint | 22.669907 |
| month | 11.0 |
| outdoor_humidity | 76.5 |
| outdoor_temperature | 7.421554 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 580789.6 |
| wind_direction | 40.0 |
| wind_speed | 1.55 |
-------------------------------------------------
-------------------------------------------------*************************************************------------| 87%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.8860452 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 22.609005 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5501362 |
| air_humidity | 0.85928226 |
| air_temperature | 0.39037144 |
| clg_setpoint | -1.1028489 |
| co2_emission | 0.0 |
| day_of_month | -0.18616138 |
| diffuse_solar_radiation | 0.48553482 |
| direct_solar_radiation | -0.6192659 |
| hour | 0.07252508 |
| htg_setpoint | 1.2854495 |
| month | 1.3781257 |
| outdoor_humidity | 1.5119638 |
| outdoor_temperature | -0.25134066 |
| people_occupant | 0.26431063 |
| total_electricity_HVAC | -0.5608968 |
| wind_direction | -0.5351495 |
| wind_speed | -0.84834856 |
| observation/ | |
| HVAC_electricity_demand_rate | 565.2276 |
| air_humidity | 48.492256 |
| air_temperature | 23.249664 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 123.0 |
| direct_solar_radiation | 0.0 |
| hour | 12.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 10.430304 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 508704.84 |
| wind_direction | 125.0 |
| wind_speed | 2.85 |
-------------------------------------------------
-------------------------------------------------*************************************************------------| 87%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.48939255 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 14.872168 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4837278 |
| air_humidity | -0.9317515 |
| air_temperature | 0.392783 |
| clg_setpoint | -1.1026161 |
| co2_emission | 0.0 |
| day_of_month | -0.07246612 |
| diffuse_solar_radiation | 0.98915267 |
| direct_solar_radiation | -0.54723155 |
| hour | 0.21698686 |
| htg_setpoint | -1.1984916 |
| month | 1.3766547 |
| outdoor_humidity | -0.9452339 |
| outdoor_temperature | -0.5110322 |
| people_occupant | 1.2174128 |
| total_electricity_HVAC | -0.4977779 |
| wind_direction | 0.9389777 |
| wind_speed | 1.3044564 |
| observation/ | |
| HVAC_electricity_demand_rate | 848.83673 |
| air_humidity | 25.018398 |
| air_temperature | 23.252853 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 173.0 |
| direct_solar_radiation | 18.0 |
| hour | 13.0 |
| htg_setpoint | 12.855459 |
| month | 11.0 |
| outdoor_humidity | 49.0 |
| outdoor_temperature | 7.9009714 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 763953.06 |
| wind_direction | 280.0 |
| wind_speed | 8.0 |
-------------------------------------------------
-------------------------------------------------*************************************************------------| 87%
| action_network/ | |
| Cooling_Setpoint_RL | 0.5858135 |
| Heating_Setpoint_RL | 0.17831767 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.60212 |
| Heating_Setpoint_RL | 18.628036 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.66209704 |
| air_humidity | -0.7642911 |
| air_temperature | -0.3696732 |
| clg_setpoint | -1.102566 |
| co2_emission | 0.0 |
| day_of_month | 0.041224416 |
| diffuse_solar_radiation | 0.46579573 |
| direct_solar_radiation | -0.47918326 |
| hour | 0.36144823 |
| htg_setpoint | -0.08316732 |
| month | 1.3751886 |
| outdoor_humidity | -0.55982804 |
| outdoor_temperature | -0.36451262 |
| people_occupant | -0.6891496 |
| total_electricity_HVAC | -0.6672927 |
| wind_direction | 0.46273145 |
| wind_speed | 0.34235698 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 27.210108 |
| air_temperature | 22.223633 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 121.0 |
| direct_solar_radiation | 35.0 |
| hour | 14.0 |
| htg_setpoint | 17.52333 |
| month | 11.0 |
| outdoor_humidity | 57.0 |
| outdoor_temperature | 9.321692 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 230.0 |
| wind_speed | 5.7 |
-------------------------------------------------
-------------------------------------------------*************************************************------------| 87%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.5700747 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 20.831669 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.58096933 |
| air_humidity | -0.7418842 |
| air_temperature | -0.30103216 |
| clg_setpoint | 0.7745758 |
| co2_emission | 0.0 |
| day_of_month | 0.15491067 |
| diffuse_solar_radiation | -0.34968996 |
| direct_solar_radiation | -0.61898834 |
| hour | 0.5059084 |
| htg_setpoint | 0.8814065 |
| month | 1.3737271 |
| outdoor_humidity | -1.0420353 |
| outdoor_temperature | -0.3177569 |
| people_occupant | -0.68877566 |
| total_electricity_HVAC | -0.5989493 |
| wind_direction | 1.0811017 |
| wind_speed | 1.4081163 |
| observation/ | |
| HVAC_electricity_demand_rate | 433.30945 |
| air_humidity | 27.500145 |
| air_temperature | 22.315964 |
| clg_setpoint | 28.172848 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 40.0 |
| direct_solar_radiation | 0.0 |
| hour | 15.0 |
| htg_setpoint | 21.560709 |
| month | 11.0 |
| outdoor_humidity | 47.0 |
| outdoor_temperature | 9.774606 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 354529.3 |
| wind_direction | 295.0 |
| wind_speed | 8.25 |
-------------------------------------------------
--------------------------------------------------*************************************************-----------| 88%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.045167744 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.370932 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6045573 |
| air_humidity | -0.6343101 |
| air_temperature | 0.39133158 |
| clg_setpoint | -1.1030456 |
| co2_emission | 0.0 |
| day_of_month | 0.26858836 |
| diffuse_solar_radiation | -0.7524167 |
| direct_solar_radiation | -0.6189107 |
| hour | 0.65036637 |
| htg_setpoint | -1.4028393 |
| month | 1.3722702 |
| outdoor_humidity | -0.6082999 |
| outdoor_temperature | -0.54902047 |
| people_occupant | 1.6950994 |
| total_electricity_HVAC | -0.61259043 |
| wind_direction | 0.6996948 |
| wind_speed | 1.2819408 |
| observation/ | |
| HVAC_electricity_demand_rate | 332.35046 |
| air_humidity | 28.90275 |
| air_temperature | 23.249481 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 16.0 |
| htg_setpoint | 12.0 |
| month | 11.0 |
| outdoor_humidity | 56.0 |
| outdoor_temperature | 7.5222645 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 299115.44 |
| wind_direction | 255.0 |
| wind_speed | 7.95 |
--------------------------------------------------
-------------------------------------------------**************************************************-----------| 88%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.7828247 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.221611 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4974718 |
| air_humidity | -0.52170837 |
| air_temperature | 0.39150795 |
| clg_setpoint | -1.1026917 |
| co2_emission | 0.0 |
| day_of_month | 0.38224858 |
| diffuse_solar_radiation | -0.7523095 |
| direct_solar_radiation | -0.6187514 |
| hour | 0.7948207 |
| htg_setpoint | -1.4028316 |
| month | 1.370818 |
| outdoor_humidity | -0.0536233 |
| outdoor_temperature | -0.9042085 |
| people_occupant | 1.6946839 |
| total_electricity_HVAC | -0.5108144 |
| wind_direction | 0.5088298 |
| wind_speed | -0.327994 |
| observation/ | |
| HVAC_electricity_demand_rate | 789.6121 |
| air_humidity | 30.374628 |
| air_temperature | 23.24948 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 12.0 |
| month | 11.0 |
| outdoor_humidity | 67.5 |
| outdoor_temperature | 4.064695 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 710650.9 |
| wind_direction | 235.0 |
| wind_speed | 4.1 |
-------------------------------------------------
-------------------------------------------------**************************************************-----------| 88%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.78452367 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.212054 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.66194296 |
| air_humidity | -0.12100877 |
| air_temperature | 0.3919561 |
| clg_setpoint | -1.1022595 |
| co2_emission | 0.0 |
| day_of_month | 0.4958778 |
| diffuse_solar_radiation | -0.75221527 |
| direct_solar_radiation | -0.6187078 |
| hour | 0.9392697 |
| htg_setpoint | -1.4028051 |
| month | 1.3693703 |
| outdoor_humidity | 0.7421428 |
| outdoor_temperature | -0.8483131 |
| people_occupant | 0.5025991 |
| total_electricity_HVAC | -0.66711277 |
| wind_direction | 0.3181207 |
| wind_speed | 1.5129637 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 35.61956 |
| air_temperature | 23.249897 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 12.0 |
| month | 11.0 |
| outdoor_humidity | 84.0 |
| outdoor_temperature | 4.5994496 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 215.0 |
| wind_speed | 8.5 |
-------------------------------------------------
-------------------------------------------------***************************************************----------| 89%
| action_network/ | |
| Cooling_Setpoint_RL | 0.18832436 |
| Heating_Setpoint_RL | -0.11909893 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.260595 |
| Heating_Setpoint_RL | 16.955069 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5690268 |
| air_humidity | -0.37993366 |
| air_temperature | -0.1842283 |
| clg_setpoint | -0.92206776 |
| co2_emission | 0.0 |
| day_of_month | 0.60945785 |
| diffuse_solar_radiation | -0.75212604 |
| direct_solar_radiation | -0.61869985 |
| hour | 1.0837111 |
| htg_setpoint | -1.3758329 |
| month | 1.3679273 |
| outdoor_humidity | -0.1505412 |
| outdoor_temperature | -1.1802028 |
| people_occupant | -0.45094287 |
| total_electricity_HVAC | -0.576848 |
| wind_direction | 0.9364634 |
| wind_speed | 1.7422245 |
| observation/ | |
| HVAC_electricity_demand_rate | 484.18564 |
| air_humidity | 32.22746 |
| air_temperature | 22.47259 |
| clg_setpoint | 23.722034 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 12.112463 |
| month | 11.0 |
| outdoor_humidity | 65.5 |
| outdoor_temperature | 1.3643641 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 443667.25 |
| wind_direction | 280.0 |
| wind_speed | 9.05 |
-------------------------------------------------
-------------------------------------------------***************************************************----------| 89%
| action_network/ | |
| Cooling_Setpoint_RL | -0.7507805 |
| Heating_Setpoint_RL | -0.77173936 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.091116 |
| Heating_Setpoint_RL | 13.283966 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.1740656 |
| air_humidity | -0.5853798 |
| air_temperature | -1.3279146 |
| clg_setpoint | -0.8194666 |
| co2_emission | 0.0 |
| day_of_month | 0.722966 |
| diffuse_solar_radiation | -0.7520407 |
| direct_solar_radiation | -0.6187034 |
| hour | 1.2281426 |
| htg_setpoint | 0.32702243 |
| month | 1.3664888 |
| outdoor_humidity | -0.6329374 |
| outdoor_temperature | -1.4337645 |
| people_occupant | -0.45109466 |
| total_electricity_HVAC | 0.0340817 |
| wind_direction | 0.9358584 |
| wind_speed | 1.8444108 |
| observation/ | |
| HVAC_electricity_demand_rate | 2173.4124 |
| air_humidity | 29.532919 |
| air_temperature | 20.929873 |
| clg_setpoint | 23.990805 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 19.239578 |
| month | 11.0 |
| outdoor_humidity | 55.5 |
| outdoor_temperature | -1.1141993 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 2917708.2 |
| wind_direction | 280.0 |
| wind_speed | 9.3 |
-------------------------------------------------
-------------------------------------------------***************************************************----------| 89%
| action_network/ | |
| Cooling_Setpoint_RL | 0.6483122 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.813053 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.52718997 |
| air_humidity | -1.4704437 |
| air_temperature | -1.470328 |
| clg_setpoint | 0.10538463 |
| co2_emission | 0.0 |
| day_of_month | 0.836375 |
| diffuse_solar_radiation | -0.7519417 |
| direct_solar_radiation | -0.61871535 |
| hour | 1.3725613 |
| htg_setpoint | -1.4024316 |
| month | 1.3650548 |
| outdoor_humidity | -0.94621485 |
| outdoor_temperature | -1.3914167 |
| people_occupant | -0.6890415 |
| total_electricity_HVAC | -0.5391308 |
| wind_direction | 1.1729953 |
| wind_speed | 0.96565175 |
| observation/ | |
| HVAC_electricity_demand_rate | 663.6097 |
| air_humidity | 17.937237 |
| air_temperature | 20.736267 |
| clg_setpoint | 26.416716 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 12.0 |
| month | 11.0 |
| outdoor_humidity | 49.0 |
| outdoor_temperature | -0.7155935 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 596859.56 |
| wind_direction | 305.0 |
| wind_speed | 7.2 |
-------------------------------------------------
--------------------------------------------------**************************************************----------| 89%
| action_network/ | |
| Cooling_Setpoint_RL | 0.5807828 |
| Heating_Setpoint_RL | -0.7765342 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.585142 |
| Heating_Setpoint_RL | 13.256995 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.56362295 |
| air_humidity | -1.7845356 |
| air_temperature | -1.0136954 |
| clg_setpoint | 0.2664567 |
| co2_emission | 0.0 |
| day_of_month | 0.949653 |
| diffuse_solar_radiation | -0.75185555 |
| direct_solar_radiation | -0.6187407 |
| hour | 1.5169642 |
| htg_setpoint | -0.5871261 |
| month | 1.3636254 |
| outdoor_humidity | -0.34228653 |
| outdoor_temperature | -1.3186423 |
| people_occupant | -0.68866956 |
| total_electricity_HVAC | -0.5733738 |
| wind_direction | -1.5407041 |
| wind_speed | -1.6045641 |
| observation/ | |
| HVAC_electricity_demand_rate | 507.92325 |
| air_humidity | 13.794952 |
| air_temperature | 21.350845 |
| clg_setpoint | 26.838512 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 15.412869 |
| month | 11.0 |
| outdoor_humidity | 61.5 |
| outdoor_temperature | -0.022842176 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 458317.88 |
| wind_direction | 20.0 |
| wind_speed | 1.05 |
--------------------------------------------------
-------------------------------------------------****************************************************---------| 90%
| action_network/ | |
| Cooling_Setpoint_RL | -0.7024076 |
| Heating_Setpoint_RL | 0.95491284 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.254374 |
| Heating_Setpoint_RL | 22.996384 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.7548518 |
| air_humidity | 0.0828904 |
| air_temperature | -0.06445257 |
| clg_setpoint | 1.4720933 |
| co2_emission | 0.0 |
| day_of_month | 1.0627639 |
| diffuse_solar_radiation | -0.75174236 |
| direct_solar_radiation | -0.61848503 |
| hour | 1.6613476 |
| htg_setpoint | 1.2849568 |
| month | 1.3622004 |
| outdoor_humidity | 1.3469688 |
| outdoor_temperature | -0.9194787 |
| people_occupant | -0.68879706 |
| total_electricity_HVAC | 2.8106174 |
| wind_direction | -1.1588479 |
| wind_speed | -0.09936916 |
| observation/ | |
| HVAC_electricity_demand_rate | 14722.403 |
| air_humidity | 38.243805 |
| air_temperature | 22.630972 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 96.5 |
| outdoor_temperature | 3.8495603 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 14182519.0 |
| wind_direction | 60.0 |
| wind_speed | 4.65 |
-------------------------------------------------
-------------------------------------------------****************************************************---------| 90%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.68196243 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 21.461039 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.66190535 |
| air_humidity | 1.3249624 |
| air_temperature | -0.5191891 |
| clg_setpoint | -0.57965827 |
| co2_emission | 0.0 |
| day_of_month | 1.2895715 |
| diffuse_solar_radiation | -0.7515766 |
| direct_solar_radiation | -0.6181812 |
| hour | -1.6612805 |
| htg_setpoint | -1.2729342 |
| month | 1.3607799 |
| outdoor_humidity | 1.3453746 |
| outdoor_temperature | -0.52883327 |
| people_occupant | -0.6889243 |
| total_electricity_HVAC | -0.6670712 |
| wind_direction | 0.84014755 |
| wind_speed | -0.6429817 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 54.521717 |
| air_temperature | 22.017693 |
| clg_setpoint | 24.619131 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 12.544511 |
| month | 11.0 |
| outdoor_humidity | 96.5 |
| outdoor_temperature | 7.650089 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 270.0 |
| wind_speed | 3.35 |
-------------------------------------------------
-------------------------------------------------****************************************************---------| 90%
| action_network/ | |
| Cooling_Setpoint_RL | -0.18565679 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.99841 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.3846107 |
| air_humidity | -0.30102453 |
| air_temperature | 0.1715792 |
| clg_setpoint | 1.3224254 |
| co2_emission | 0.0 |
| day_of_month | 1.4021847 |
| diffuse_solar_radiation | -0.7514783 |
| direct_solar_radiation | -0.6180071 |
| hour | -1.5167401 |
| htg_setpoint | 1.2842854 |
| month | 1.3593638 |
| outdoor_humidity | 0.11447928 |
| outdoor_temperature | -0.57459754 |
| people_occupant | -0.6890514 |
| total_electricity_HVAC | 2.5157664 |
| wind_direction | 0.79220617 |
| wind_speed | 0.004270581 |
| observation/ | |
| HVAC_electricity_demand_rate | 13137.483 |
| air_humidity | 33.22583 |
| air_temperature | 22.949419 |
| clg_setpoint | 29.60707 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 71.0 |
| outdoor_temperature | 7.2025166 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 12988440.0 |
| wind_direction | 265.0 |
| wind_speed | 4.9 |
-------------------------------------------------
--------------------------------------------------****************************************************--------| 91%
| action_network/ | |
| Cooling_Setpoint_RL | 0.08936529 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.926607 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.5280269 |
| air_humidity | -0.13602455 |
| air_temperature | -0.34239817 |
| clg_setpoint | -1.1010294 |
| co2_emission | 0.0 |
| day_of_month | 1.5144817 |
| diffuse_solar_radiation | -0.75131834 |
| direct_solar_radiation | -0.6177101 |
| hour | -1.3722191 |
| htg_setpoint | 1.046725 |
| month | 1.3579521 |
| outdoor_humidity | -0.078711174 |
| outdoor_temperature | -0.9025066 |
| people_occupant | -0.6891783 |
| total_electricity_HVAC | 1.5850192 |
| wind_direction | 0.8870856 |
| wind_speed | 0.33896223 |
| observation/ | |
| HVAC_electricity_demand_rate | 9468.7295 |
| air_humidity | 35.38556 |
| air_temperature | 22.256523 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 22.256472 |
| month | 11.0 |
| outdoor_humidity | 67.0 |
| outdoor_temperature | 4.0109534 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 9214031.0 |
| wind_direction | 275.0 |
| wind_speed | 5.7 |
--------------------------------------------------
--------------------------------------------------****************************************************--------| 91%
| action_network/ | |
| Cooling_Setpoint_RL | -0.8274417 |
| Heating_Setpoint_RL | -0.949708 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.832384 |
| Heating_Setpoint_RL | 12.282892 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6619621 |
| air_humidity | -0.27502465 |
| air_temperature | -0.37585527 |
| clg_setpoint | -0.055328183 |
| co2_emission | 0.0 |
| day_of_month | 1.6264083 |
| diffuse_solar_radiation | -0.75119144 |
| direct_solar_radiation | -0.6176768 |
| hour | -1.2277141 |
| htg_setpoint | 0.1990776 |
| month | 1.3565449 |
| outdoor_humidity | 1.249239 |
| outdoor_temperature | -0.7838522 |
| people_occupant | -0.689305 |
| total_electricity_HVAC | -0.66708654 |
| wind_direction | 1.2203346 |
| wind_speed | -0.6431328 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 33.562683 |
| air_temperature | 22.21165 |
| clg_setpoint | 25.991665 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 18.708496 |
| month | 11.0 |
| outdoor_humidity | 94.5 |
| outdoor_temperature | 5.160529 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 310.0 |
| wind_speed | 3.35 |
--------------------------------------------------
-------------------------------------------------*****************************************************--------| 91%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.5668588 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 20.81358 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.38444757 |
| air_humidity | -0.76264167 |
| air_temperature | -1.0161425 |
| clg_setpoint | 1.472497 |
| co2_emission | 0.0 |
| day_of_month | -1.6730322 |
| diffuse_solar_radiation | -0.7510598 |
| direct_solar_radiation | -0.61748904 |
| hour | -1.0832219 |
| htg_setpoint | 0.82941717 |
| month | 1.6501114 |
| outdoor_humidity | 0.64561766 |
| outdoor_temperature | -0.4862361 |
| people_occupant | -0.6889345 |
| total_electricity_HVAC | 0.28656796 |
| wind_direction | 1.2669096 |
| wind_speed | 2.0301485 |
| observation/ | |
| HVAC_electricity_demand_rate | 4571.401 |
| air_humidity | 27.177233 |
| air_temperature | 21.34805 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 21.347649 |
| month | 12.0 |
| outdoor_humidity | 82.0 |
| outdoor_temperature | 8.050525 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3948369.0 |
| wind_direction | 315.0 |
| wind_speed | 9.75 |
-------------------------------------------------
--------------------------------------------------*****************************************************-------| 92%
| action_network/ | |
| Cooling_Setpoint_RL | 0.857576 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.51932 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.251878 |
| air_humidity | -1.7243639 |
| air_temperature | -0.91483647 |
| clg_setpoint | 1.4713464 |
| co2_emission | 0.0 |
| day_of_month | -1.5571454 |
| diffuse_solar_radiation | -0.7509214 |
| direct_solar_radiation | -0.61743546 |
| hour | -0.9387397 |
| htg_setpoint | 0.8623957 |
| month | 1.6478772 |
| outdoor_humidity | -1.1648556 |
| outdoor_temperature | -1.3169957 |
| people_occupant | -0.6885646 |
| total_electricity_HVAC | 2.19712 |
| wind_direction | 1.0753968 |
| wind_speed | 2.2509024 |
| observation/ | |
| HVAC_electricity_demand_rate | 12580.344 |
| air_humidity | 14.576593 |
| air_temperature | 21.481749 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 21.485386 |
| month | 12.0 |
| outdoor_humidity | 44.5 |
| outdoor_temperature | -0.034217745 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 11706921.0 |
| wind_direction | 295.0 |
| wind_speed | 10.3 |
| train/ | |
| approx_kl | 0.007826107 |
| clip_fraction | 0.0779 |
| clip_range | 0.2 |
| entropy_loss | -2.5 |
| explained_variance | 0.847 |
| learning_rate | 0.0003 |
| loss | 0.147 |
| n_updates | 670 |
| policy_gradient_loss | -0.0104 |
| std | 0.845 |
| value_loss | 0.37 |
--------------------------------------------------
-------------------------------------------------******************************************************-------| 92%
| action_network/ | |
| Cooling_Setpoint_RL | -0.23664087 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.826338 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.5964324 |
| air_humidity | -1.0610405 |
| air_temperature | -0.96094054 |
| clg_setpoint | 1.471225 |
| co2_emission | 0.0 |
| day_of_month | -1.441691 |
| diffuse_solar_radiation | -0.7506958 |
| direct_solar_radiation | -0.6174887 |
| hour | -0.79426503 |
| htg_setpoint | 1.2840942 |
| month | 1.6456522 |
| outdoor_humidity | -0.31879187 |
| outdoor_temperature | -1.2389195 |
| people_occupant | -0.68869144 |
| total_electricity_HVAC | 3.3812776 |
| wind_direction | 0.7890055 |
| wind_speed | -0.10354246 |
| observation/ | |
| HVAC_electricity_demand_rate | 18350.527 |
| air_humidity | 23.245014 |
| air_temperature | 21.418768 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 62.0 |
| outdoor_temperature | 0.71681744 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 16518629.0 |
| wind_direction | 265.0 |
| wind_speed | 4.65 |
-------------------------------------------------
-------------------------------------------------******************************************************-------| 92%
| action_network/ | |
| Cooling_Setpoint_RL | 0.04958631 |
| Heating_Setpoint_RL | 0.7557538 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.792355 |
| Heating_Setpoint_RL | 21.876114 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.0609703 |
| air_humidity | -0.5971399 |
| air_temperature | 0.39623278 |
| clg_setpoint | -0.24807735 |
| co2_emission | 0.0 |
| day_of_month | -1.3266058 |
| diffuse_solar_radiation | -0.63936687 |
| direct_solar_radiation | -0.61752886 |
| hour | -0.64979565 |
| htg_setpoint | 1.2840862 |
| month | 1.643436 |
| outdoor_humidity | 1.3716049 |
| outdoor_temperature | -0.6061826 |
| people_occupant | -0.68881816 |
| total_electricity_HVAC | 0.97053164 |
| wind_direction | 1.0745385 |
| wind_speed | -1.7266402 |
| observation/ | |
| HVAC_electricity_demand_rate | 7476.5107 |
| air_humidity | 29.311829 |
| air_temperature | 23.249716 |
| clg_setpoint | 25.488924 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 11.0 |
| direct_solar_radiation | 0.0 |
| hour | 7.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 97.0 |
| outdoor_temperature | 6.8646054 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 6728859.5 |
| wind_direction | 295.0 |
| wind_speed | 0.75 |
-------------------------------------------------
-------------------------------------------------******************************************************-------| 92%
| action_network/ | |
| Cooling_Setpoint_RL | -0.74878454 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.097853 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.56914574 |
| air_humidity | 0.16202557 |
| air_temperature | 0.87951875 |
| clg_setpoint | 1.4716673 |
| co2_emission | 0.0 |
| day_of_month | -1.2118318 |
| diffuse_solar_radiation | -0.21490154 |
| direct_solar_radiation | -0.6172904 |
| hour | -0.5053299 |
| htg_setpoint | 1.0581781 |
| month | 1.6412288 |
| outdoor_humidity | 0.42920244 |
| outdoor_temperature | -0.7463796 |
| people_occupant | 1.694719 |
| total_electricity_HVAC | -0.57421 |
| wind_direction | -1.2582303 |
| wind_speed | -1.0600641 |
| observation/ | |
| HVAC_electricity_demand_rate | 484.4203 |
| air_humidity | 39.25075 |
| air_temperature | 23.901455 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 53.0 |
| direct_solar_radiation | 0.0 |
| hour | 8.0 |
| htg_setpoint | 22.305855 |
| month | 12.0 |
| outdoor_humidity | 77.5 |
| outdoor_temperature | 5.5001335 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 454822.22 |
| wind_direction | 50.0 |
| wind_speed | 2.35 |
-------------------------------------------------
---------------------------------------------------*****************************************************------| 93%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.8558291 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.810961 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.04932183 |
| air_humidity | -0.5392127 |
| air_temperature | 0.39625937 |
| clg_setpoint | -1.101231 |
| co2_emission | 0.0 |
| day_of_month | -1.0973167 |
| diffuse_solar_radiation | -0.0024726503 |
| direct_solar_radiation | -0.34070507 |
| hour | -0.36086634 |
| htg_setpoint | -1.4038364 |
| month | 1.6390305 |
| outdoor_humidity | -0.44025692 |
| outdoor_temperature | -1.2141129 |
| people_occupant | 1.6943088 |
| total_electricity_HVAC | -0.0704859 |
| wind_direction | 0.83591515 |
| wind_speed | 0.7503235 |
| observation/ | |
| HVAC_electricity_demand_rate | 2715.1143 |
| air_humidity | 30.077324 |
| air_temperature | 23.249502 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 74.0 |
| direct_solar_radiation | 69.0 |
| hour | 9.0 |
| htg_setpoint | 12.0 |
| month | 12.0 |
| outdoor_humidity | 59.5 |
| outdoor_temperature | 0.9463917 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2501628.0 |
| wind_direction | 270.0 |
| wind_speed | 6.7 |
---------------------------------------------------
-------------------------------------------------*******************************************************------| 93%
| action_network/ | |
| Cooling_Setpoint_RL | 0.9346728 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.779522 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6476043 |
| air_humidity | -1.0169796 |
| air_temperature | -1.0679846 |
| clg_setpoint | 1.0962096 |
| co2_emission | 0.0 |
| day_of_month | -0.98301333 |
| diffuse_solar_radiation | 1.1902369 |
| direct_solar_radiation | 0.4285083 |
| hour | -0.21640392 |
| htg_setpoint | -1.403786 |
| month | 1.6368409 |
| outdoor_humidity | -0.6814203 |
| outdoor_temperature | -0.974146 |
| people_occupant | -0.6891972 |
| total_electricity_HVAC | -0.6537627 |
| wind_direction | 0.8830962 |
| wind_speed | 0.9569228 |
| observation/ | |
| HVAC_electricity_demand_rate | 148.31177 |
| air_humidity | 23.822685 |
| air_temperature | 21.27436 |
| clg_setpoint | 29.015396 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 192.0 |
| direct_solar_radiation | 261.0 |
| hour | 10.0 |
| htg_setpoint | 12.0 |
| month | 12.0 |
| outdoor_humidity | 54.5 |
| outdoor_temperature | 3.2691581 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 132095.8 |
| wind_direction | 275.0 |
| wind_speed | 7.2 |
-------------------------------------------------
-------------------------------------------------*******************************************************------| 93%
| action_network/ | |
| Cooling_Setpoint_RL | -0.7069496 |
| Heating_Setpoint_RL | -0.6396047 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.239044 |
| Heating_Setpoint_RL | 14.027224 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.0924407 |
| air_humidity | -1.471706 |
| air_temperature | 0.02681579 |
| clg_setpoint | -0.607797 |
| co2_emission | 0.0 |
| day_of_month | -0.8688793 |
| diffuse_solar_radiation | 0.06873352 |
| direct_solar_radiation | 1.3062046 |
| hour | -0.07194193 |
| htg_setpoint | 1.2836237 |
| month | 1.6346602 |
| outdoor_humidity | -1.0433587 |
| outdoor_temperature | -0.5826779 |
| people_occupant | -0.6888286 |
| total_electricity_HVAC | 1.1968329 |
| wind_direction | 1.1679404 |
| wind_speed | 1.2887756 |
| observation/ | |
| HVAC_electricity_demand_rate | 7618.1714 |
| air_humidity | 17.860573 |
| air_temperature | 22.749456 |
| clg_setpoint | 24.545784 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 81.0 |
| direct_solar_radiation | 480.0 |
| hour | 11.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 47.0 |
| outdoor_temperature | 7.069155 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 7654230.5 |
| wind_direction | 305.0 |
| wind_speed | 8.0 |
-------------------------------------------------
-------------------------------------------------*******************************************************------| 93%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.43070376 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.2022915 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5439517 |
| air_humidity | -0.5868233 |
| air_temperature | 0.39782506 |
| clg_setpoint | -1.1017108 |
| co2_emission | 0.0 |
| day_of_month | -0.7548775 |
| diffuse_solar_radiation | 1.160853 |
| direct_solar_radiation | -0.0680332 |
| hour | 0.07251997 |
| htg_setpoint | 0.49187633 |
| month | 1.6324881 |
| outdoor_humidity | -0.12503801 |
| outdoor_temperature | -0.8617969 |
| people_occupant | 0.2649622 |
| total_electricity_HVAC | -0.5548862 |
| wind_direction | 1.0723826 |
| wind_speed | -1.7268097 |
| observation/ | |
| HVAC_electricity_demand_rate | 592.89465 |
| air_humidity | 29.420048 |
| air_temperature | 23.249308 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 189.0 |
| direct_solar_radiation | 137.0 |
| hour | 12.0 |
| htg_setpoint | 19.935375 |
| month | 12.0 |
| outdoor_humidity | 66.0 |
| outdoor_temperature | 4.3482757 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 533605.2 |
| wind_direction | 295.0 |
| wind_speed | 0.75 |
-------------------------------------------------
-------------------------------------------------********************************************************-----| 94%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.23168224 |
| air_humidity | -0.5497354 |
| air_temperature | 0.39803636 |
| clg_setpoint | -1.1012398 |
| co2_emission | 0.0 |
| day_of_month | -0.6409755 |
| diffuse_solar_radiation | 0.30188248 |
| direct_solar_radiation | -0.61665916 |
| hour | 0.21698178 |
| htg_setpoint | 0.033663463 |
| month | 1.6303247 |
| outdoor_humidity | 0.67284536 |
| outdoor_temperature | -1.0549881 |
| people_occupant | 1.218284 |
| total_electricity_HVAC | -0.25805202 |
| wind_direction | -1.4487251 |
| wind_speed | -0.5399779 |
| observation/ | |
| HVAC_electricity_demand_rate | 1934.6128 |
| air_humidity | 29.903486 |
| air_temperature | 23.249584 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 104.0 |
| direct_solar_radiation | 0.0 |
| hour | 13.0 |
| htg_setpoint | 18.018185 |
| month | 12.0 |
| outdoor_humidity | 82.5 |
| outdoor_temperature | 2.4643815 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 1741151.5 |
| wind_direction | 30.0 |
| wind_speed | 3.6 |
-------------------------------------------------
-------------------------------------------------********************************************************-----| 94%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.3661068 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.565649 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.1190558 |
| air_humidity | -0.38371179 |
| air_temperature | 0.39936224 |
| clg_setpoint | -1.1011206 |
| co2_emission | 0.0 |
| day_of_month | -0.52714556 |
| diffuse_solar_radiation | -0.14270888 |
| direct_solar_radiation | -0.6163512 |
| hour | 0.36144316 |
| htg_setpoint | 0.51621175 |
| month | 1.6281699 |
| outdoor_humidity | 0.21271586 |
| outdoor_temperature | -1.2250341 |
| people_occupant | 1.6946753 |
| total_electricity_HVAC | -0.15098438 |
| wind_direction | -1.3520721 |
| wind_speed | -0.43622643 |
| observation/ | |
| HVAC_electricity_demand_rate | 2419.7715 |
| air_humidity | 32.077133 |
| air_temperature | 23.25124 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 60.0 |
| direct_solar_radiation | 0.0 |
| hour | 14.0 |
| htg_setpoint | 20.040043 |
| month | 12.0 |
| outdoor_humidity | 73.0 |
| outdoor_temperature | 0.80206233 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2177794.5 |
| wind_direction | 40.0 |
| wind_speed | 3.85 |
-------------------------------------------------
--------------------------------------------------*******************************************************-----| 94%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.58457565 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 20.913239 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.35836428 |
| air_humidity | -0.057757728 |
| air_temperature | 0.39805606 |
| clg_setpoint | -1.1008663 |
| co2_emission | 0.0 |
| day_of_month | -0.41336498 |
| diffuse_solar_radiation | -0.27388468 |
| direct_solar_radiation | -0.56794107 |
| hour | 0.5059034 |
| htg_setpoint | -0.71729314 |
| month | 1.6260235 |
| outdoor_humidity | 0.5748357 |
| outdoor_temperature | -0.89207 |
| people_occupant | 1.694267 |
| total_electricity_HVAC | -0.37846437 |
| wind_direction | 1.2162793 |
| wind_speed | -0.415057 |
| observation/ | |
| HVAC_electricity_demand_rate | 1392.5365 |
| air_humidity | 36.339027 |
| air_temperature | 23.24932 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 47.0 |
| direct_solar_radiation | 12.0 |
| hour | 15.0 |
| htg_setpoint | 14.877562 |
| month | 12.0 |
| outdoor_humidity | 80.5 |
| outdoor_temperature | 4.0295286 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1253282.9 |
| wind_direction | 310.0 |
| wind_speed | 3.9 |
--------------------------------------------------
-------------------------------------------------*********************************************************----| 95%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.89548194 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 22.662086 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4519714 |
| air_humidity | -0.9040526 |
| air_temperature | 0.3983405 |
| clg_setpoint | -1.1005559 |
| co2_emission | 0.0 |
| day_of_month | -0.29961544 |
| diffuse_solar_radiation | -0.749154 |
| direct_solar_radiation | -0.61600155 |
| hour | 0.6503615 |
| htg_setpoint | -1.4045569 |
| month | 1.6238856 |
| outdoor_humidity | -0.9483141 |
| outdoor_temperature | -1.0198295 |
| people_occupant | 1.6938595 |
| total_electricity_HVAC | -0.46743113 |
| wind_direction | 0.9304593 |
| wind_speed | 0.95786583 |
| observation/ | |
| HVAC_electricity_demand_rate | 990.6806 |
| air_humidity | 25.278408 |
| air_temperature | 23.24945 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 16.0 |
| htg_setpoint | 12.0 |
| month | 12.0 |
| outdoor_humidity | 49.0 |
| outdoor_temperature | 2.778339 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 891612.56 |
| wind_direction | 280.0 |
| wind_speed | 7.2 |
-------------------------------------------------
-------------------------------------------------*********************************************************----| 95%
| action_network/ | |
| Cooling_Setpoint_RL | 0.5002568 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.313366 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.61859286 |
| air_humidity | -1.4032004 |
| air_temperature | -1.4776403 |
| clg_setpoint | 0.90942234 |
| co2_emission | 0.0 |
| day_of_month | -0.18588339 |
| diffuse_solar_radiation | -0.7489798 |
| direct_solar_radiation | -0.6160491 |
| hour | 0.794816 |
| htg_setpoint | -0.08020149 |
| month | 1.6217562 |
| outdoor_humidity | -1.7939737 |
| outdoor_temperature | -1.134455 |
| people_occupant | -0.6890904 |
| total_electricity_HVAC | -0.62448317 |
| wind_direction | 1.2151046 |
| wind_speed | 1.726562 |
| observation/ | |
| HVAC_electricity_demand_rate | 274.19818 |
| air_humidity | 18.75095 |
| air_temperature | 20.719233 |
| clg_setpoint | 28.524103 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 17.54411 |
| month | 12.0 |
| outdoor_humidity | 31.5 |
| outdoor_temperature | 1.6564887 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 252197.36 |
| wind_direction | 310.0 |
| wind_speed | 9.05 |
-------------------------------------------------
-------------------------------------------------*********************************************************----| 95%
| action_network/ | |
| Cooling_Setpoint_RL | 0.5908223 |
| Heating_Setpoint_RL | 0.11251116 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.619026 |
| Heating_Setpoint_RL | 18.257875 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.9775159 |
| air_humidity | -1.8934969 |
| air_temperature | 0.4002127 |
| clg_setpoint | -0.3780117 |
| co2_emission | 0.0 |
| day_of_month | -0.07215987 |
| diffuse_solar_radiation | -0.74873817 |
| direct_solar_radiation | -0.6160825 |
| hour | 0.9392652 |
| htg_setpoint | 1.2828335 |
| month | 1.6196351 |
| outdoor_humidity | -0.3420993 |
| outdoor_temperature | -0.9827683 |
| people_occupant | -0.6887238 |
| total_electricity_HVAC | 1.9610225 |
| wind_direction | 0.45369446 |
| wind_speed | 1.1646448 |
| observation/ | |
| HVAC_electricity_demand_rate | 11443.63 |
| air_humidity | 12.312177 |
| air_temperature | 23.250057 |
| clg_setpoint | 25.147337 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 61.5 |
| outdoor_temperature | 3.1187632 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 10783242.0 |
| wind_direction | 230.0 |
| wind_speed | 7.7 |
-------------------------------------------------
-------------------------------------------------*********************************************************----| 95%
| action_network/ | |
| Cooling_Setpoint_RL | -0.6763876 |
| Heating_Setpoint_RL | -0.5895732 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.342192 |
| Heating_Setpoint_RL | 14.308651 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.3013287 |
| air_humidity | -0.7770529 |
| air_temperature | 0.40056542 |
| clg_setpoint | -1.1010563 |
| co2_emission | 0.0 |
| day_of_month | 0.04155944 |
| diffuse_solar_radiation | -0.7485824 |
| direct_solar_radiation | -0.61610043 |
| hour | 1.0837071 |
| htg_setpoint | 1.2829708 |
| month | 1.6175222 |
| outdoor_humidity | -0.65614814 |
| outdoor_temperature | -0.7234168 |
| people_occupant | -0.45045185 |
| total_electricity_HVAC | 0.54877263 |
| wind_direction | 0.35839504 |
| wind_speed | -0.43712643 |
| observation/ | |
| HVAC_electricity_demand_rate | 4232.67 |
| air_humidity | 26.89375 |
| air_temperature | 23.25 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 55.0 |
| outdoor_temperature | 5.6358776 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 5031662.0 |
| wind_direction | 220.0 |
| wind_speed | 3.85 |
-------------------------------------------------
---------------------------------------------------********************************************************---| 96%
| action_network/ | |
| Cooling_Setpoint_RL | -0.6436981 |
| Heating_Setpoint_RL | -0.30161786 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.452518 |
| Heating_Setpoint_RL | 15.9284 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5430878 |
| air_humidity | -0.7611184 |
| air_temperature | -0.42873526 |
| clg_setpoint | -1.1006248 |
| co2_emission | 0.0 |
| day_of_month | 0.15527432 |
| diffuse_solar_radiation | -0.7483114 |
| direct_solar_radiation | -0.61613613 |
| hour | 1.228139 |
| htg_setpoint | 0.5765381 |
| month | 1.6154177 |
| outdoor_humidity | -0.84902304 |
| outdoor_temperature | -0.7212926 |
| people_occupant | -0.45060137 |
| total_electricity_HVAC | -0.59485126 |
| wind_direction | 1.4516698 |
| wind_speed | 0.00010914766 |
| observation/ | |
| HVAC_electricity_demand_rate | 598.5225 |
| air_humidity | 27.094538 |
| air_temperature | 22.130966 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 20.291693 |
| month | 12.0 |
| outdoor_humidity | 51.0 |
| outdoor_temperature | 5.6528096 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 372285.78 |
| wind_direction | 335.0 |
| wind_speed | 4.9 |
---------------------------------------------------
---------------------------------------------------********************************************************---| 96%
| action_network/ | |
| Cooling_Setpoint_RL | 0.34380698 |
| Heating_Setpoint_RL | -0.109782815 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.785349 |
| Heating_Setpoint_RL | 17.007471 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.132266 |
| air_humidity | -0.5409855 |
| air_temperature | 0.40100032 |
| clg_setpoint | -0.34629288 |
| co2_emission | 0.0 |
| day_of_month | 0.26897994 |
| diffuse_solar_radiation | -0.7481137 |
| direct_solar_radiation | -0.6161924 |
| hour | 1.3725586 |
| htg_setpoint | 1.2830957 |
| month | 1.6133214 |
| outdoor_humidity | 0.52937734 |
| outdoor_temperature | -1.0000689 |
| people_occupant | -0.68909997 |
| total_electricity_HVAC | 1.9791815 |
| wind_direction | 0.45223492 |
| wind_speed | 0.00044957595 |
| observation/ | |
| HVAC_electricity_demand_rate | 12115.037 |
| air_humidity | 29.96673 |
| air_temperature | 23.250063 |
| clg_setpoint | 25.22791 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 79.5 |
| outdoor_temperature | 2.936044 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 10862011.0 |
| wind_direction | 230.0 |
| wind_speed | 4.9 |
---------------------------------------------------
-------------------------------------------------**********************************************************---| 96%
| action_network/ | |
| Cooling_Setpoint_RL | 0.09841517 |
| Heating_Setpoint_RL | 0.036043823 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.957151 |
| Heating_Setpoint_RL | 17.827747 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.66186136 |
| air_humidity | -0.41700998 |
| air_temperature | -0.94121563 |
| clg_setpoint | 0.09264878 |
| co2_emission | 0.0 |
| day_of_month | 0.38266695 |
| diffuse_solar_radiation | -0.74798363 |
| direct_solar_radiation | -0.61612797 |
| hour | 1.5169624 |
| htg_setpoint | 0.1834244 |
| month | 1.6112331 |
| outdoor_humidity | 0.04605493 |
| outdoor_temperature | -0.72935045 |
| people_occupant | -0.689225 |
| total_electricity_HVAC | -0.6669009 |
| wind_direction | 0.5470403 |
| wind_speed | 0.12516952 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 31.583447 |
| air_temperature | 21.4398 |
| clg_setpoint | 26.378757 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 18.645424 |
| month | 12.0 |
| outdoor_humidity | 69.5 |
| outdoor_temperature | 5.5648894 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 240.0 |
| wind_speed | 5.2 |
-------------------------------------------------
--------------------------------------------------*********************************************************---| 96%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.715393 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 13.600914 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.6690695 |
| air_humidity | -0.4044984 |
| air_temperature | -0.061817475 |
| clg_setpoint | 0.8179865 |
| co2_emission | 0.0 |
| day_of_month | 0.49632138 |
| diffuse_solar_radiation | -0.747818 |
| direct_solar_radiation | -0.61603636 |
| hour | 1.6613473 |
| htg_setpoint | 1.2831972 |
| month | 1.609153 |
| outdoor_humidity | -0.60703343 |
| outdoor_temperature | -0.9916998 |
| people_occupant | -0.6893499 |
| total_electricity_HVAC | 2.6978655 |
| wind_direction | 1.5925498 |
| wind_speed | -0.103726126 |
| observation/ | |
| HVAC_electricity_demand_rate | 14429.526 |
| air_humidity | 31.743841 |
| air_temperature | 22.62555 |
| clg_setpoint | 28.280935 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 56.0 |
| outdoor_temperature | 3.0107102 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 13794740.0 |
| wind_direction | 350.0 |
| wind_speed | 4.65 |
--------------------------------------------------
-------------------------------------------------***********************************************************--| 97%
| action_network/ | |
| Cooling_Setpoint_RL | 0.26109725 |
| Heating_Setpoint_RL | 0.6226515 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.506203 |
| Heating_Setpoint_RL | 21.127415 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.9815423 |
| air_humidity | -1.1780052 |
| air_temperature | -1.7100002 |
| clg_setpoint | 0.28150475 |
| co2_emission | 0.0 |
| day_of_month | 0.72385025 |
| diffuse_solar_radiation | -0.7476252 |
| direct_solar_radiation | -0.6160824 |
| hour | -1.6612813 |
| htg_setpoint | 0.5695859 |
| month | 1.6070809 |
| outdoor_humidity | -1.1380955 |
| outdoor_temperature | -1.6774616 |
| people_occupant | -0.68898463 |
| total_electricity_HVAC | 0.93528044 |
| wind_direction | 1.5919985 |
| wind_speed | -0.7492668 |
| observation/ | |
| HVAC_electricity_demand_rate | 7166.365 |
| air_humidity | 21.625813 |
| air_temperature | 20.402597 |
| clg_setpoint | 26.873886 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 20.262634 |
| month | 12.0 |
| outdoor_humidity | 45.0 |
| outdoor_temperature | -3.666888 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 6612316.0 |
| wind_direction | 350.0 |
| wind_speed | 3.1 |
-------------------------------------------------
-------------------------------------------------***********************************************************--| 97%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.06787938 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 18.00682 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.6748075 |
| air_humidity | -1.5105608 |
| air_temperature | -0.55316174 |
| clg_setpoint | 0.5476526 |
| co2_emission | 0.0 |
| day_of_month | 0.83739346 |
| diffuse_solar_radiation | -0.74749994 |
| direct_solar_radiation | -0.6159855 |
| hour | -1.5167421 |
| htg_setpoint | 1.2829123 |
| month | 1.6050168 |
| outdoor_humidity | 1.1841815 |
| outdoor_temperature | -0.9265623 |
| people_occupant | -0.68862 |
| total_electricity_HVAC | 2.5533082 |
| wind_direction | -0.9733972 |
| wind_speed | 1.2925541 |
| observation/ | |
| HVAC_electricity_demand_rate | 14471.656 |
| air_humidity | 17.257233 |
| air_temperature | 21.961372 |
| clg_setpoint | 27.571873 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 3.619861 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 13220531.0 |
| wind_direction | 80.0 |
| wind_speed | 8.0 |
| train/ | |
| approx_kl | 0.009380716 |
| clip_fraction | 0.101 |
| clip_range | 0.2 |
| entropy_loss | -2.48 |
| explained_variance | 0.822 |
| learning_rate | 0.0003 |
| loss | 0.112 |
| n_updates | 680 |
| policy_gradient_loss | -0.0123 |
| std | 0.836 |
| value_loss | 0.426 |
-------------------------------------------------
--------------------------------------------------***********************************************************-| 98%
| action_network/ | |
| Cooling_Setpoint_RL | 0.1294573 |
| Heating_Setpoint_RL | -0.34744483 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.061918 |
| Heating_Setpoint_RL | 15.670623 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.9275483 |
| air_humidity | -0.012833458 |
| air_temperature | 0.29605886 |
| clg_setpoint | -0.9063237 |
| co2_emission | 0.0 |
| day_of_month | 0.95082647 |
| diffuse_solar_radiation | -0.7473311 |
| direct_solar_radiation | -0.6157068 |
| hour | -1.3722222 |
| htg_setpoint | 1.2828043 |
| month | 1.6029606 |
| outdoor_humidity | 0.33713382 |
| outdoor_temperature | -1.0032357 |
| people_occupant | -0.688745 |
| total_electricity_HVAC | 1.9379017 |
| wind_direction | 1.0691098 |
| wind_speed | -0.54108626 |
| observation/ | |
| HVAC_electricity_demand_rate | 11253.21 |
| air_humidity | 36.83776 |
| air_temperature | 23.106098 |
| clg_setpoint | 23.757809 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 75.5 |
| outdoor_temperature | 2.8673775 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 10711571.0 |
| wind_direction | 295.0 |
| wind_speed | 3.6 |
--------------------------------------------------
-------------------------------------------------************************************************************-| 98%
| action_network/ | |
| Cooling_Setpoint_RL | 0.39556074 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.960018 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.3172288 |
| air_humidity | -0.22480048 |
| air_temperature | -0.53611463 |
| clg_setpoint | 1.4738107 |
| co2_emission | 0.0 |
| day_of_month | 1.0641162 |
| diffuse_solar_radiation | -0.7472048 |
| direct_solar_radiation | -0.61552304 |
| hour | -1.2277179 |
| htg_setpoint | 0.9802004 |
| month | 1.6009123 |
| outdoor_humidity | 1.2807097 |
| outdoor_temperature | -0.53431803 |
| people_occupant | -0.68886983 |
| total_electricity_HVAC | 1.4279929 |
| wind_direction | -0.8778763 |
| wind_speed | 1.063405 |
| observation/ | |
| HVAC_electricity_demand_rate | 8623.342 |
| air_humidity | 34.06481 |
| air_temperature | 21.983927 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 21.98396 |
| month | 12.0 |
| outdoor_humidity | 95.0 |
| outdoor_temperature | 7.422205 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 8632030.0 |
| wind_direction | 90.0 |
| wind_speed | 7.45 |
-------------------------------------------------
--------------------------------------------------***********************************************************-| 98%
| action_network/ | |
| Cooling_Setpoint_RL | -0.14739315 |
| Heating_Setpoint_RL | 0.7540785 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.127548 |
| Heating_Setpoint_RL | 21.866692 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.763974 |
| air_humidity | 0.057390537 |
| air_temperature | -0.120355695 |
| clg_setpoint | 0.18787625 |
| co2_emission | 0.0 |
| day_of_month | 1.1772252 |
| diffuse_solar_radiation | -0.7470028 |
| direct_solar_radiation | -0.61534244 |
| hour | -1.0832262 |
| htg_setpoint | 1.2823254 |
| month | 1.5988718 |
| outdoor_humidity | 1.0622388 |
| outdoor_temperature | -0.6688323 |
| people_occupant | -0.6889945 |
| total_electricity_HVAC | 2.840524 |
| wind_direction | 0.5942064 |
| wind_speed | -0.64508486 |
| observation/ | |
| HVAC_electricity_demand_rate | 14865.305 |
| air_humidity | 37.75592 |
| air_temperature | 22.544415 |
| clg_setpoint | 26.62663 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 90.5 |
| outdoor_temperature | 6.112831 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 14401437.0 |
| wind_direction | 245.0 |
| wind_speed | 3.35 |
--------------------------------------------------
-------------------------------------------------************************************************************-| 98%
| action_network/ | |
| Cooling_Setpoint_RL | -0.5719076 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.694813 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.64604664 |
| air_humidity | -0.5497303 |
| air_temperature | -1.1431893 |
| clg_setpoint | 0.63918674 |
| co2_emission | 0.0 |
| day_of_month | 1.290112 |
| diffuse_solar_radiation | -0.74686724 |
| direct_solar_radiation | -0.61526865 |
| hour | -0.93874437 |
| htg_setpoint | -0.13636744 |
| month | 1.5968392 |
| outdoor_humidity | -0.6069721 |
| outdoor_temperature | -0.9319929 |
| people_occupant | -0.68911904 |
| total_electricity_HVAC | -0.6516059 |
| wind_direction | 1.021294 |
| wind_speed | -0.85382855 |
| observation/ | |
| HVAC_electricity_demand_rate | 155.81046 |
| air_humidity | 29.820435 |
| air_temperature | 21.165863 |
| clg_setpoint | 27.809376 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 17.309677 |
| month | 12.0 |
| outdoor_humidity | 56.0 |
| outdoor_temperature | 3.5506163 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 141090.56 |
| wind_direction | 290.0 |
| wind_speed | 2.85 |
-------------------------------------------------
-------------------------------------------------*************************************************************| 99%
| action_network/ | |
| Cooling_Setpoint_RL | -0.51298195 |
| Heating_Setpoint_RL | 0.98729855 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.893686 |
| Heating_Setpoint_RL | 23.178555 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.8273978 |
| air_humidity | -0.16523601 |
| air_temperature | -0.20773874 |
| clg_setpoint | 0.79013646 |
| co2_emission | 0.0 |
| day_of_month | 1.4027306 |
| diffuse_solar_radiation | -0.7466463 |
| direct_solar_radiation | -0.61496526 |
| hour | -0.79426986 |
| htg_setpoint | 1.2819355 |
| month | 1.5948143 |
| outdoor_humidity | -0.24453457 |
| outdoor_temperature | -1.0684459 |
| people_occupant | -0.6892433 |
| total_electricity_HVAC | 2.860489 |
| wind_direction | 1.543193 |
| wind_speed | 0.6465664 |
| observation/ | |
| HVAC_electricity_demand_rate | 15146.326 |
| air_humidity | 34.842953 |
| air_temperature | 22.426455 |
| clg_setpoint | 28.204645 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 63.5 |
| outdoor_temperature | 2.2153125 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 14489932.0 |
| wind_direction | 345.0 |
| wind_speed | 6.45 |
-------------------------------------------------
--------------------------------------------------************************************************************| 99%
| action_network/ | |
| Cooling_Setpoint_RL | -0.8087877 |
| Heating_Setpoint_RL | 0.35939783 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.895342 |
| Heating_Setpoint_RL | 19.646614 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.4689114 |
| air_humidity | -1.4092698 |
| air_temperature | 0.24563633 |
| clg_setpoint | -0.65945923 |
| co2_emission | 0.0 |
| day_of_month | 1.5150316 |
| diffuse_solar_radiation | -0.6855768 |
| direct_solar_radiation | -0.6150269 |
| hour | -0.6498006 |
| htg_setpoint | 1.2818623 |
| month | 1.5927969 |
| outdoor_humidity | 0.11889029 |
| outdoor_temperature | -1.3023378 |
| people_occupant | -0.68888 |
| total_electricity_HVAC | 2.3111744 |
| wind_direction | -1.0681399 |
| wind_speed | -1.082678 |
| observation/ | |
| HVAC_electricity_demand_rate | 13604.85 |
| air_humidity | 18.58828 |
| air_temperature | 23.036682 |
| clg_setpoint | 24.40216 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 6.0 |
| direct_solar_radiation | 0.0 |
| hour | 7.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 71.0 |
| outdoor_temperature | -0.067818165 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 12250535.0 |
| wind_direction | 70.0 |
| wind_speed | 2.3 |
--------------------------------------------------
-------------------------------------------------*************************************************************| 99%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.98699194 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.17683 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.47637916 |
| air_humidity | -0.49283466 |
| air_temperature | -0.3984439 |
| clg_setpoint | 0.6900346 |
| co2_emission | 0.0 |
| day_of_month | 1.6269614 |
| diffuse_solar_radiation | -0.45195937 |
| direct_solar_radiation | -0.6147308 |
| hour | -0.5053349 |
| htg_setpoint | -0.7731764 |
| month | 1.5907873 |
| outdoor_humidity | 1.0620329 |
| outdoor_temperature | -0.99809164 |
| people_occupant | 1.6956748 |
| total_electricity_HVAC | -0.48793146 |
| wind_direction | 0.35629633 |
| wind_speed | 3.4342663 |
| observation/ | |
| HVAC_electricity_demand_rate | 889.33905 |
| air_humidity | 30.547295 |
| air_temperature | 22.167376 |
| clg_setpoint | 27.94255 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 29.0 |
| direct_solar_radiation | 0.0 |
| hour | 8.0 |
| htg_setpoint | 14.645464 |
| month | 12.0 |
| outdoor_humidity | 90.5 |
| outdoor_temperature | 2.8849483 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 810955.5 |
| wind_direction | 220.0 |
| wind_speed | 13.15 |
-------------------------------------------------
--------------------------------------------------************************************************************| 99%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.30201495 |
| air_humidity | -0.6925147 |
| air_temperature | 0.40443555 |
| clg_setpoint | -1.099034 |
| co2_emission | 0.0 |
| day_of_month | 1.7384629 |
| diffuse_solar_radiation | 0.09652382 |
| direct_solar_radiation | 0.9915222 |
| hour | -0.36087134 |
| htg_setpoint | -0.057007063 |
| month | 1.5887853 |
| outdoor_humidity | -1.2854325 |
| outdoor_temperature | -1.5514226 |
| people_occupant | 1.6952705 |
| total_electricity_HVAC | -0.3933753 |
| wind_direction | 0.73571974 |
| wind_speed | 2.3441122 |
| observation/ | |
| HVAC_electricity_demand_rate | 1643.1843 |
| air_humidity | 27.940588 |
| air_temperature | 23.249395 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 83.0 |
| direct_solar_radiation | 400.0 |
| hour | 9.0 |
| htg_setpoint | 17.644526 |
| month | 12.0 |
| outdoor_humidity | 42.0 |
| outdoor_temperature | -2.504527 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1198082.0 |
| wind_direction | 260.0 |
| wind_speed | 10.55 |
--------------------------------------------------
[WRAPPER LoggerWrapper] (INFO) : End of episode, recording summary (progress.csv) if logger is active
[ENVIRONMENT] (INFO) : Environment closed. [SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05]
[WRAPPER NormalizeObservation] (INFO) : Saving normalization calibration data... [SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05]
#----------------------------------------------------------------------------------------------#
[ENVIRONMENT] (INFO) : Starting a new episode... [SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05_EVALUATION] [Episode 2]
#----------------------------------------------------------------------------------------------#
[MODELING] (INFO) : Episode directory created [/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05_EVALUATION-res35041/Eplus-env-sub_run2]
[MODELING] (INFO) : Weather file USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3.epw used.
[MODELING] (INFO) : Adapting weather to building model. [USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3.epw]
[ENVIRONMENT] (INFO) : Saving episode output path... [/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05_EVALUATION-res35041/Eplus-env-sub_run2/output]
/usr/local/lib/python3.10/dist-packages/opyplus/weather_data/weather_data.py:493: FutureWarning: the 'line_terminator'' keyword is deprecated, use 'lineterminator' instead.
epw_content = self._headers_to_epw(use_datetimes=use_datetimes) + df.to_csv(
[SIMULATOR] (INFO) : Running EnergyPlus with args: ['-w', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05_EVALUATION-res35041/Eplus-env-sub_run2/USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3_Random_1.0_0.0_0.001.epw', '-d', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05_EVALUATION-res35041/Eplus-env-sub_run2/output', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05_EVALUATION-res35041/Eplus-env-sub_run2/5ZoneAutoDXVAV.epJSON']
[ENVIRONMENT] (INFO) : Episode 2 started.
[SIMULATOR] (INFO) : handlers are ready.
[SIMULATOR] (INFO) : System is ready.
[WRAPPER NormalizeObservation] (INFO) : Saving normalization calibration data... [SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05_EVALUATION]
[WRAPPER LoggerWrapper] (INFO) : Creating monitor.csv for current episode (episode 2) if logger is active
Progress: |*--------------------------------------------------------------------------------------------------| 1%
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.name to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.name` for environment variables or `env.get_wrapper_attr('name')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/spaces/box.py:240: UserWarning: WARN: Casting input x to numpy array.
gym.logger.warn("Casting input x to numpy array.")
Progress: |***************************************************************************************************| 99%
[WRAPPER LoggerWrapper] (INFO) : End of episode, recording summary (progress.csv) if logger is active
[ENVIRONMENT] (INFO) : Environment closed. [SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05_EVALUATION]
[WRAPPER NormalizeObservation] (INFO) : Saving normalization calibration data... [SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05_EVALUATION]
#----------------------------------------------------------------------------------------------#
[ENVIRONMENT] (INFO) : Starting a new episode... [SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05] [Episode 5]
#----------------------------------------------------------------------------------------------#
[MODELING] (INFO) : Episode directory created [/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05-res35041/Eplus-env-sub_run5]
[MODELING] (INFO) : Weather file USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3.epw used.
[MODELING] (INFO) : Adapting weather to building model. [USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3.epw]
[ENVIRONMENT] (INFO) : Saving episode output path... [/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05-res35041/Eplus-env-sub_run5/output]
[SIMULATOR] (INFO) : Running EnergyPlus with args: ['-w', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05-res35041/Eplus-env-sub_run5/USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3_Random_1.0_0.0_0.001.epw', '-d', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05-res35041/Eplus-env-sub_run5/output', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05-res35041/Eplus-env-sub_run5/5ZoneAutoDXVAV.epJSON']
[ENVIRONMENT] (INFO) : Episode 5 started.
/usr/local/lib/python3.10/dist-packages/opyplus/weather_data/weather_data.py:493: FutureWarning: the 'line_terminator'' keyword is deprecated, use 'lineterminator' instead.
epw_content = self._headers_to_epw(use_datetimes=use_datetimes) + df.to_csv(
[WRAPPER NormalizeObservation] (INFO) : Saving normalization calibration data... [SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05]
[WRAPPER LoggerWrapper] (INFO) : Creating monitor.csv for current episode (episode 5) if logger is active
Eval num_timesteps=140154, episode_reward=-7683.78 +/- 0.00
Episode length: 35040.00 +/- 0.00
--------------------------------------------------------
| action_network/ | |
| Cooling_Setpoint_RL | 0.38579977 |
| Heating_Setpoint_RL | 0.2952625 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.927074 |
| Heating_Setpoint_RL | 19.28585 |
| eval/ | |
| comfort_violation(%) | 21.3 |
| cumulative_absolute_comfort_penalty | -5.41e+03 |
| cumulative_absolute_energy_penalty | -9.96e+07 |
| cumulative_power_demand | 9.96e+07 |
| cumulative_reward | -7.68e+03 |
| cumulative_reward_comfort_term | -2.71e+03 |
| cumulative_reward_energy_term | -4.98e+03 |
| cumulative_temperature_violation | 5.41e+03 |
| episode_length | 3.5e+04 |
| mean_absolute_comfort_penalty | -0.154 |
| mean_absolute_energy_penalty | -2.84e+03 |
| mean_power_demand | 2.84e+03 |
| mean_reward | -0.219 |
| mean_reward_comfort_term | -0.0772 |
| mean_reward_energy_term | -0.142 |
| mean_temperature_violation | 0.154 |
| std_cumulative_reward | 0 |
| std_mean_reward | 0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.9245377 |
| air_humidity | -0.90562326 |
| air_temperature | -1.8113594 |
| clg_setpoint | 1.4746069 |
| co2_emission | 0.0 |
| day_of_month | 1.7371168 |
| diffuse_solar_radiation | -0.74614793 |
| direct_solar_radiation | -0.61458594 |
| hour | 1.5169259 |
| htg_setpoint | 0.95931274 |
| month | 1.5877074 |
| outdoor_humidity | -1.4781268 |
| outdoor_temperature | -2.3947434 |
| people_occupant | -0.68893266 |
| total_electricity_HVAC | 3.6937335 |
| wind_direction | 1.2099812 |
| wind_speed | 1.6157883 |
| observation/ | |
| HVAC_electricity_demand_rate | 19909.08 |
| air_humidity | 25.152946 |
| air_temperature | 20.262047 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 21.89924 |
| month | 12.0 |
| outdoor_humidity | 38.0 |
| outdoor_temperature | -10.723557 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 17917624.0 |
| wind_direction | 310.0 |
| wind_speed | 8.8 |
| time/ | |
| total_timesteps | 140154 |
--------------------------------------------------------
New best mean reward!
[SIMULATOR] (INFO) : handlers are ready.
[SIMULATOR] (INFO) : System is ready.
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.name to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.name` for environment variables or `env.get_wrapper_attr('name')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.observation_variables to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.observation_variables` for environment variables or `env.get_wrapper_attr('observation_variables')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.unwrapped_observation to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.unwrapped_observation` for environment variables or `env.get_wrapper_attr('unwrapped_observation')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.action_variables to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.action_variables` for environment variables or `env.get_wrapper_attr('action_variables')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.is_discrete to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.is_discrete` for environment variables or `env.get_wrapper_attr('is_discrete')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/spaces/box.py:240: UserWarning: WARN: Casting input x to numpy array.
gym.logger.warn("Casting input x to numpy array.")
-------------------------------------------------
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.106759846 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.225525 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.20701692 |
| air_humidity | -0.9421152 |
| air_temperature | 0.40453672 |
| clg_setpoint | -1.0988007 |
| co2_emission | 0.0 |
| day_of_month | -1.6724828 |
| diffuse_solar_radiation | 1.1782382 |
| direct_solar_radiation | 0.30694818 |
| hour | -0.07192415 |
| htg_setpoint | -0.70636636 |
| month | -1.6018252 |
| outdoor_humidity | -1.6473752 |
| outdoor_temperature | -1.456084 |
| people_occupant | 1.2180526 |
| total_electricity_HVAC | -0.23438984 |
| wind_direction | 0.7825025 |
| wind_speed | 1.9263059 |
| observation/ | |
| HVAC_electricity_demand_rate | 2055.4229 |
| air_humidity | 24.671793 |
| air_temperature | 23.248999 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 189.5 |
| direct_solar_radiation | 229.5 |
| hour | 11.0 |
| htg_setpoint | 14.924829 |
| month | 1.0 |
| outdoor_humidity | 34.5 |
| outdoor_temperature | -1.601732 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 1849880.6 |
| wind_direction | 265.0 |
| wind_speed | 9.55 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 1%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.5356419 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 14.612015 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.8006055 |
| air_humidity | -1.2127936 |
| air_temperature | 0.40536758 |
| clg_setpoint | -1.0986946 |
| co2_emission | 0.0 |
| day_of_month | -1.5567816 |
| diffuse_solar_radiation | 1.2242712 |
| direct_solar_radiation | 0.75300694 |
| hour | 0.07254009 |
| htg_setpoint | -0.73270255 |
| month | -1.5997921 |
| outdoor_humidity | -1.5487462 |
| outdoor_temperature | -1.9418505 |
| people_occupant | 0.2643377 |
| total_electricity_HVAC | 0.7402733 |
| wind_direction | 0.876365 |
| wind_speed | -0.95742273 |
| observation/ | |
| HVAC_electricity_demand_rate | 6418.741 |
| air_humidity | 21.127508 |
| air_temperature | 23.249521 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 194.0 |
| direct_solar_radiation | 340.5 |
| hour | 12.0 |
| htg_setpoint | 14.813411 |
| month | 1.0 |
| outdoor_humidity | 36.5 |
| outdoor_temperature | -6.3722706 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 5844190.0 |
| wind_direction | 275.0 |
| wind_speed | 2.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 1%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6124924 |
| air_humidity | 0.7599802 |
| air_temperature | 0.40573433 |
| clg_setpoint | -1.0986478 |
| co2_emission | 0.0 |
| day_of_month | -1.4414911 |
| diffuse_solar_radiation | -0.07033883 |
| direct_solar_radiation | -0.61430395 |
| hour | 0.21700427 |
| htg_setpoint | -0.335252 |
| month | -1.5977668 |
| outdoor_humidity | 1.3291829 |
| outdoor_temperature | -0.38037518 |
| people_occupant | 1.2174686 |
| total_electricity_HVAC | -0.61996853 |
| wind_direction | -1.1639689 |
| wind_speed | 0.6901108 |
| observation/ | |
| HVAC_electricity_demand_rate | 303.79587 |
| air_humidity | 46.877953 |
| air_temperature | 23.249643 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 66.5 |
| direct_solar_radiation | 0.0 |
| hour | 13.0 |
| htg_setpoint | 16.477571 |
| month | 1.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 8.834397 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 273416.28 |
| wind_direction | 60.0 |
| wind_speed | 6.575 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 1%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.35069296 |
| air_humidity | -1.0826997 |
| air_temperature | 0.40548044 |
| clg_setpoint | -1.0985307 |
| co2_emission | 0.0 |
| day_of_month | -1.3265505 |
| diffuse_solar_radiation | 0.112781376 |
| direct_solar_radiation | 1.86559 |
| hour | 0.36146814 |
| htg_setpoint | -1.4046177 |
| month | -1.595749 |
| outdoor_humidity | -1.3181108 |
| outdoor_temperature | -1.5449313 |
| people_occupant | 1.6937773 |
| total_electricity_HVAC | -0.37098235 |
| wind_direction | 0.8053628 |
| wind_speed | 1.3620044 |
| observation/ | |
| HVAC_electricity_demand_rate | 1438.0347 |
| air_humidity | 22.82586 |
| air_temperature | 23.248892 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 84.5 |
| direct_solar_radiation | 617.25 |
| hour | 14.0 |
| htg_setpoint | 12.0 |
| month | 1.0 |
| outdoor_humidity | 41.25 |
| outdoor_temperature | -2.5337617 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1294231.1 |
| wind_direction | 267.5 |
| wind_speed | 8.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 1%
| action_network/ | |
| Cooling_Setpoint_RL | -0.20663214 |
| Heating_Setpoint_RL | -0.35491538 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.927616 |
| Heating_Setpoint_RL | 15.628601 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.212852 |
| air_humidity | -1.6426668 |
| air_temperature | -0.37840426 |
| clg_setpoint | -0.5977666 |
| co2_emission | 0.0 |
| day_of_month | -1.211904 |
| diffuse_solar_radiation | -0.12316391 |
| direct_solar_radiation | 1.1782753 |
| hour | 0.505931 |
| htg_setpoint | 1.2269235 |
| month | -1.5937389 |
| outdoor_humidity | -1.8003187 |
| outdoor_temperature | -1.5389596 |
| people_occupant | -0.6892578 |
| total_electricity_HVAC | 2.1580215 |
| wind_direction | 1.2318834 |
| wind_speed | -0.18153675 |
| observation/ | |
| HVAC_electricity_demand_rate | 12552.413 |
| air_humidity | 15.504072 |
| air_temperature | 22.18815 |
| clg_setpoint | 24.564856 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 61.25 |
| direct_solar_radiation | 446.25 |
| hour | 15.0 |
| htg_setpoint | 23.017563 |
| month | 1.0 |
| outdoor_humidity | 31.25 |
| outdoor_temperature | -2.502628 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 11669046.0 |
| wind_direction | 312.5 |
| wind_speed | 4.475 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 2%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.76126564 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 13.342881 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.0073182555 |
| air_humidity | -1.7600585 |
| air_temperature | -2.6380544 |
| clg_setpoint | 1.4727254 |
| co2_emission | 0.0 |
| day_of_month | -1.0975016 |
| diffuse_solar_radiation | -0.5650671 |
| direct_solar_radiation | -0.4575359 |
| hour | 0.650392 |
| htg_setpoint | -0.0031866892 |
| month | -1.5917364 |
| outdoor_humidity | -1.4490716 |
| outdoor_temperature | -1.474692 |
| people_occupant | -0.68889654 |
| total_electricity_HVAC | -0.044320382 |
| wind_direction | 0.28208548 |
| wind_speed | 1.3099169 |
| observation/ | |
| HVAC_electricity_demand_rate | 2930.5173 |
| air_humidity | 13.941572 |
| air_temperature | 19.128313 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 17.75 |
| direct_solar_radiation | 39.0 |
| hour | 16.0 |
| htg_setpoint | 17.86622 |
| month | 1.0 |
| outdoor_humidity | 38.5 |
| outdoor_temperature | -1.899667 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2637465.8 |
| wind_direction | 212.5 |
| wind_speed | 8.075 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 2%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.52582926 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 20.58279 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.22409688 |
| air_humidity | -1.3431685 |
| air_temperature | 0.40805796 |
| clg_setpoint | -1.0993271 |
| co2_emission | 0.0 |
| day_of_month | -0.983298 |
| diffuse_solar_radiation | -0.7453288 |
| direct_solar_radiation | -0.6142477 |
| hour | 0.79484975 |
| htg_setpoint | -1.4036347 |
| month | -1.5897415 |
| outdoor_humidity | -1.7017491 |
| outdoor_temperature | -1.329529 |
| people_occupant | 1.6947376 |
| total_electricity_HVAC | -0.25051847 |
| wind_direction | 0.6851684 |
| wind_speed | 1.2575043 |
| observation/ | |
| HVAC_electricity_demand_rate | 1990.8529 |
| air_humidity | 19.362461 |
| air_temperature | 23.249447 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 12.0 |
| month | 1.0 |
| outdoor_humidity | 33.25 |
| outdoor_temperature | -0.49420935 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1791767.6 |
| wind_direction | 255.0 |
| wind_speed | 7.95 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 2%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.37193143 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.717113 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.8441634 |
| air_humidity | -0.08155424 |
| air_temperature | 0.4088203 |
| clg_setpoint | -1.0991694 |
| co2_emission | 0.0 |
| day_of_month | -0.86925274 |
| diffuse_solar_radiation | -0.7451276 |
| direct_solar_radiation | -0.61395955 |
| hour | 0.9393026 |
| htg_setpoint | 1.2828059 |
| month | -1.5877539 |
| outdoor_humidity | 1.318813 |
| outdoor_temperature | -1.3234293 |
| people_occupant | 0.5026316 |
| total_electricity_HVAC | 0.9825622 |
| wind_direction | -1.4508289 |
| wind_speed | -0.28554612 |
| observation/ | |
| HVAC_electricity_demand_rate | 6632.057 |
| air_humidity | 35.84465 |
| air_temperature | 23.25001 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 23.25 |
| month | 1.0 |
| outdoor_humidity | 95.75 |
| outdoor_temperature | -0.45262808 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 6859477.0 |
| wind_direction | 30.0 |
| wind_speed | 4.225 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 2%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.58436984 |
| air_humidity | 0.36820826 |
| air_temperature | 0.020128794 |
| clg_setpoint | -1.099003 |
| co2_emission | 0.0 |
| day_of_month | -0.75533044 |
| diffuse_solar_radiation | -0.7450084 |
| direct_solar_radiation | -0.6136788 |
| hour | 1.0837487 |
| htg_setpoint | -1.4038609 |
| month | -1.5857738 |
| outdoor_humidity | -0.73511255 |
| outdoor_temperature | -1.040574 |
| people_occupant | -0.45091885 |
| total_electricity_HVAC | -0.5910355 |
| wind_direction | 1.1124171 |
| wind_speed | 2.9656656 |
| observation/ | |
| HVAC_electricity_demand_rate | 427.58926 |
| air_humidity | 41.7255 |
| air_temperature | 22.723085 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 12.0 |
| month | 1.0 |
| outdoor_humidity | 53.25 |
| outdoor_temperature | 2.3078163 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 393969.25 |
| wind_direction | 300.0 |
| wind_speed | 12.075 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 3%
| action_network/ | |
| Cooling_Setpoint_RL | -0.2550816 |
| Heating_Setpoint_RL | -0.21594895 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.7641 |
| Heating_Setpoint_RL | 16.410288 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.8458109 |
| air_humidity | -0.51857716 |
| air_temperature | -0.92136484 |
| clg_setpoint | -0.85213864 |
| co2_emission | 0.0 |
| day_of_month | -0.6415002 |
| diffuse_solar_radiation | -0.74488884 |
| direct_solar_radiation | -0.61370206 |
| hour | 1.2281855 |
| htg_setpoint | 0.7390933 |
| month | -1.5838013 |
| outdoor_humidity | -1.0849482 |
| outdoor_temperature | -1.5474234 |
| people_occupant | -0.45106557 |
| total_electricity_HVAC | 0.7932855 |
| wind_direction | 0.35215154 |
| wind_speed | 0.48034346 |
| observation/ | |
| HVAC_electricity_demand_rate | 6642.455 |
| air_humidity | 30.136713 |
| air_temperature | 21.446302 |
| clg_setpoint | 23.89785 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 20.972723 |
| month | 1.0 |
| outdoor_humidity | 46.0 |
| outdoor_temperature | -2.6639638 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 6084475.0 |
| wind_direction | 220.0 |
| wind_speed | 6.075 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 3%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.63680774 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 21.207043 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.33298814 |
| air_humidity | -0.55347115 |
| air_temperature | -1.9103758 |
| clg_setpoint | -1.098832 |
| co2_emission | 0.0 |
| day_of_month | -0.5277358 |
| diffuse_solar_radiation | -0.74478024 |
| direct_solar_radiation | -0.61367875 |
| hour | 1.3726107 |
| htg_setpoint | -1.4034226 |
| month | -1.5818359 |
| outdoor_humidity | -1.397498 |
| outdoor_temperature | -1.7928947 |
| people_occupant | -0.6895128 |
| total_electricity_HVAC | -0.35349244 |
| wind_direction | 1.1112516 |
| wind_speed | -1.3835493 |
| observation/ | |
| HVAC_electricity_demand_rate | 1521.1808 |
| air_humidity | 29.672966 |
| air_temperature | 20.104454 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 12.0 |
| month | 1.0 |
| outdoor_humidity | 39.5 |
| outdoor_temperature | -5.08586 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1371495.6 |
| wind_direction | 300.0 |
| wind_speed | 1.575 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 3%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.6887611 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 13.750719 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.2505903 |
| air_humidity | -1.2038618 |
| air_temperature | -0.11709214 |
| clg_setpoint | 1.2037184 |
| co2_emission | 0.0 |
| day_of_month | -0.41401586 |
| diffuse_solar_radiation | -0.7446949 |
| direct_solar_radiation | -0.61350816 |
| hour | 1.517021 |
| htg_setpoint | 1.2391942 |
| month | -1.5798779 |
| outdoor_humidity | 0.4016236 |
| outdoor_temperature | -0.8537529 |
| people_occupant | -0.68915284 |
| total_electricity_HVAC | 3.05573 |
| wind_direction | 0.042965446 |
| wind_speed | -0.4935137 |
| observation/ | |
| HVAC_electricity_demand_rate | 17107.531 |
| air_humidity | 21.170433 |
| air_temperature | 22.534222 |
| clg_setpoint | 29.297565 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 23.065523 |
| month | 1.0 |
| outdoor_humidity | 76.75 |
| outdoor_temperature | 4.0993166 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 15396777.0 |
| wind_direction | 187.5 |
| wind_speed | 3.725 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 4%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.24083655 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 16.270294 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.33395657 |
| air_humidity | -1.0282023 |
| air_temperature | -2.2824354 |
| clg_setpoint | 1.4705334 |
| co2_emission | 0.0 |
| day_of_month | -0.30032328 |
| diffuse_solar_radiation | -0.74458486 |
| direct_solar_radiation | -0.61321425 |
| hour | 1.6614131 |
| htg_setpoint | -1.4032679 |
| month | -1.5779271 |
| outdoor_humidity | 0.5705632 |
| outdoor_temperature | -1.65754 |
| people_occupant | -0.6887935 |
| total_electricity_HVAC | -0.35821405 |
| wind_direction | -1.594945 |
| wind_speed | 1.0069752 |
| observation/ | |
| HVAC_electricity_demand_rate | 1517.7072 |
| air_humidity | 23.455536 |
| air_temperature | 19.594545 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 12.0 |
| month | 1.0 |
| outdoor_humidity | 80.25 |
| outdoor_temperature | -3.774192 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1352658.0 |
| wind_direction | 15.0 |
| wind_speed | 7.35 |
| train/ | |
| approx_kl | 0.006425757 |
| clip_fraction | 0.0575 |
| clip_range | 0.2 |
| entropy_loss | -2.47 |
| explained_variance | 0.606 |
| learning_rate | 0.0003 |
| loss | 0.333 |
| n_updates | 690 |
| policy_gradient_loss | -0.01 |
| std | 0.839 |
| value_loss | 1.34 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 4%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.3211521 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 19.43148 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.42385414 |
| air_humidity | 0.13864318 |
| air_temperature | -2.3658423 |
| clg_setpoint | 0.04411014 |
| co2_emission | 0.0 |
| day_of_month | -0.07300094 |
| diffuse_solar_radiation | -0.7443906 |
| direct_solar_radiation | -0.6129235 |
| hour | -1.6613013 |
| htg_setpoint | -0.8565699 |
| month | -1.5759835 |
| outdoor_humidity | 1.2826647 |
| outdoor_temperature | -1.475977 |
| people_occupant | -0.6889165 |
| total_electricity_HVAC | -0.4400511 |
| wind_direction | -1.3561026 |
| wind_speed | 0.85019356 |
| observation/ | |
| HVAC_electricity_demand_rate | 1128.3724 |
| air_humidity | 38.68917 |
| air_temperature | 19.478565 |
| clg_setpoint | 26.254658 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 14.2891655 |
| month | 1.0 |
| outdoor_humidity | 95.0 |
| outdoor_temperature | -2.0238564 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1017511.06 |
| wind_direction | 40.0 |
| wind_speed | 6.975 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 4%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.2867335 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 16.012123 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.3929958 |
| air_humidity | 0.051354967 |
| air_temperature | -1.6394267 |
| clg_setpoint | -0.6996539 |
| co2_emission | 0.0 |
| day_of_month | 0.040706445 |
| diffuse_solar_radiation | -0.7442349 |
| direct_solar_radiation | -0.61267936 |
| hour | -1.5167571 |
| htg_setpoint | 1.2833953 |
| month | -1.5740471 |
| outdoor_humidity | -0.42091352 |
| outdoor_temperature | -1.394109 |
| people_occupant | -0.6890394 |
| total_electricity_HVAC | 3.194895 |
| wind_direction | 0.75632125 |
| wind_speed | 1.4385096 |
| observation/ | |
| HVAC_electricity_demand_rate | 17753.262 |
| air_humidity | 37.54985 |
| air_temperature | 20.463894 |
| clg_setpoint | 24.301155 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 1.0 |
| outdoor_humidity | 59.75 |
| outdoor_temperature | -1.2286602 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 15991183.0 |
| wind_direction | 262.5 |
| wind_speed | 8.4 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 5%
| action_network/ | |
| Cooling_Setpoint_RL | 0.2547546 |
| Heating_Setpoint_RL | 0.6996594 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.484797 |
| Heating_Setpoint_RL | 21.560585 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6629446 |
| air_humidity | 0.13554464 |
| air_temperature | -1.6879154 |
| clg_setpoint | 1.4694968 |
| co2_emission | 0.0 |
| day_of_month | 0.15441027 |
| diffuse_solar_radiation | -0.7441441 |
| direct_solar_radiation | -0.612689 |
| hour | -1.3722326 |
| htg_setpoint | -0.2522838 |
| month | -1.5721178 |
| outdoor_humidity | 0.42462283 |
| outdoor_temperature | -0.8252737 |
| people_occupant | -0.6891621 |
| total_electricity_HVAC | -0.668046 |
| wind_direction | 0.5187864 |
| wind_speed | 0.5285117 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 38.64643 |
| air_temperature | 20.397182 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 16.819054 |
| month | 1.0 |
| outdoor_humidity | 77.25 |
| outdoor_temperature | 4.33601 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 237.5 |
| wind_speed | 6.2 |
------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 5%
| action_network/ | |
| Cooling_Setpoint_RL | 0.25698003 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.492308 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.2425394 |
| air_humidity | -0.7092873 |
| air_temperature | 0.017822925 |
| clg_setpoint | -0.006833202 |
| co2_emission | 0.0 |
| day_of_month | 0.26810813 |
| diffuse_solar_radiation | -0.7439956 |
| direct_solar_radiation | -0.6127493 |
| hour | -1.2277241 |
| htg_setpoint | 1.283615 |
| month | -1.5701957 |
| outdoor_humidity | 1.2822192 |
| outdoor_temperature | -0.5893881 |
| people_occupant | -0.6892846 |
| total_electricity_HVAC | 3.0487216 |
| wind_direction | -0.6919588 |
| wind_speed | -0.07075742 |
| observation/ | |
| HVAC_electricity_demand_rate | 17107.531 |
| air_humidity | 27.616081 |
| air_temperature | 22.713684 |
| clg_setpoint | 26.120918 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 23.25 |
| month | 1.0 |
| outdoor_humidity | 95.0 |
| outdoor_temperature | 6.642852 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 15396777.0 |
| wind_direction | 110.0 |
| wind_speed | 4.75 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 5%
| action_network/ | |
| Cooling_Setpoint_RL | -0.8162912 |
| Heating_Setpoint_RL | 0.28170097 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.870018 |
| Heating_Setpoint_RL | 19.209568 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.956645 |
| air_humidity | 0.41709638 |
| air_temperature | 0.13299271 |
| clg_setpoint | -0.2731352 |
| co2_emission | 0.0 |
| day_of_month | 0.38179314 |
| diffuse_solar_radiation | -0.74380076 |
| direct_solar_radiation | -0.6124528 |
| hour | -1.0832286 |
| htg_setpoint | 1.2834839 |
| month | -1.5682805 |
| outdoor_humidity | 1.2450118 |
| outdoor_temperature | -1.1602001 |
| people_occupant | -0.689407 |
| total_electricity_HVAC | 2.9451673 |
| wind_direction | 0.44779387 |
| wind_speed | -0.4951949 |
| observation/ | |
| HVAC_electricity_demand_rate | 15863.208 |
| air_humidity | 42.32044 |
| air_temperature | 22.870169 |
| clg_setpoint | 25.421392 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 23.25 |
| month | 1.0 |
| outdoor_humidity | 94.25 |
| outdoor_temperature | 1.0509704 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 14971890.0 |
| wind_direction | 230.0 |
| wind_speed | 3.725 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 5%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.109461665 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 18.240723 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.66273594 |
| air_humidity | -1.2998586 |
| air_temperature | -1.3333614 |
| clg_setpoint | 1.1566806 |
| co2_emission | 0.0 |
| day_of_month | 0.49545395 |
| diffuse_solar_radiation | -0.7436682 |
| direct_solar_radiation | -0.61253405 |
| hour | -0.9387431 |
| htg_setpoint | 0.047004826 |
| month | -1.5663723 |
| outdoor_humidity | -1.7378514 |
| outdoor_temperature | -0.817562 |
| people_occupant | -0.68904895 |
| total_electricity_HVAC | -0.667824 |
| wind_direction | 0.8987802 |
| wind_speed | 0.4240321 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 19.912285 |
| air_temperature | 20.877579 |
| clg_setpoint | 29.179789 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 18.071527 |
| month | 1.0 |
| outdoor_humidity | 32.5 |
| outdoor_temperature | 4.4024673 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 277.5 |
| wind_speed | 5.95 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 6%
| action_network/ | |
| Cooling_Setpoint_RL | 0.65251386 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.827234 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.29329515 |
| air_humidity | -1.249238 |
| air_temperature | -1.2516721 |
| clg_setpoint | 0.92329925 |
| co2_emission | 0.0 |
| day_of_month | 0.60907483 |
| diffuse_solar_radiation | -0.7435892 |
| direct_solar_radiation | -0.61252296 |
| hour | -0.79426533 |
| htg_setpoint | -0.047669344 |
| month | -1.564471 |
| outdoor_humidity | 1.5228755 |
| outdoor_temperature | -1.3439002 |
| people_occupant | -0.6886914 |
| total_electricity_HVAC | -0.31708518 |
| wind_direction | -1.1442797 |
| wind_speed | -1.3529215 |
| observation/ | |
| HVAC_electricity_demand_rate | 1697.5701 |
| air_humidity | 20.556267 |
| air_temperature | 20.986921 |
| clg_setpoint | 28.567553 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 17.674463 |
| month | 1.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | -0.7568658 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1524295.9 |
| wind_direction | 62.5 |
| wind_speed | 1.65 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 6%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5113184 |
| air_humidity | 0.4985756 |
| air_temperature | -1.0202329 |
| clg_setpoint | 1.4682748 |
| co2_emission | 0.0 |
| day_of_month | 0.7226355 |
| diffuse_solar_radiation | -0.74348867 |
| direct_solar_radiation | -0.61230016 |
| hour | -0.6497931 |
| htg_setpoint | 0.5112108 |
| month | -1.5625767 |
| outdoor_humidity | 1.4734991 |
| outdoor_temperature | -0.86116016 |
| people_occupant | -0.68881387 |
| total_electricity_HVAC | -0.52447796 |
| wind_direction | -1.3570533 |
| wind_speed | 0.20776811 |
| observation/ | |
| HVAC_electricity_demand_rate | 746.97107 |
| air_humidity | 43.36869 |
| air_temperature | 21.301516 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 7.0 |
| htg_setpoint | 20.015854 |
| month | 1.0 |
| outdoor_humidity | 99.0 |
| outdoor_temperature | 3.9666748 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 669123.75 |
| wind_direction | 40.0 |
| wind_speed | 5.425 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 6%
| action_network/ | |
| Cooling_Setpoint_RL | 0.8501657 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.494308 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5551138 |
| air_humidity | 0.38901612 |
| air_temperature | 0.22666346 |
| clg_setpoint | 1.4680405 |
| co2_emission | 0.0 |
| day_of_month | 0.8361115 |
| diffuse_solar_radiation | -0.4910164 |
| direct_solar_radiation | -0.6120077 |
| hour | -0.50532466 |
| htg_setpoint | 0.91594493 |
| month | -1.5606892 |
| outdoor_humidity | 1.5205889 |
| outdoor_temperature | -0.73512584 |
| people_occupant | 1.6947708 |
| total_electricity_HVAC | -0.55891603 |
| wind_direction | -1.2609899 |
| wind_speed | -0.39203492 |
| observation/ | |
| HVAC_electricity_demand_rate | 556.1153 |
| air_humidity | 41.9427 |
| air_temperature | 22.995281 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 24.75 |
| direct_solar_radiation | 0.0 |
| hour | 8.0 |
| htg_setpoint | 21.712029 |
| month | 1.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 5.1981287 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 527210.2 |
| wind_direction | 50.0 |
| wind_speed | 3.975 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 7%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6226488 |
| air_humidity | 0.80715734 |
| air_temperature | 1.4582369 |
| clg_setpoint | -0.5592229 |
| co2_emission | 0.0 |
| day_of_month | 0.9494739 |
| diffuse_solar_radiation | -0.042209443 |
| direct_solar_radiation | -0.61171234 |
| hour | -0.36085853 |
| htg_setpoint | 1.0224948 |
| month | -1.5588086 |
| outdoor_humidity | 1.5188569 |
| outdoor_temperature | -0.36050043 |
| people_occupant | 1.6943742 |
| total_electricity_HVAC | -0.6406432 |
| wind_direction | 0.06932325 |
| wind_speed | 1.6022164 |
| observation/ | |
| HVAC_electricity_demand_rate | 261.38657 |
| air_humidity | 47.406345 |
| air_temperature | 24.667498 |
| clg_setpoint | 24.67222 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 68.75 |
| direct_solar_radiation | 0.0 |
| hour | 9.0 |
| htg_setpoint | 22.159464 |
| month | 1.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 8.863553 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 189930.17 |
| wind_direction | 190.0 |
| wind_speed | 8.8 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 7%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.17169546 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.659214 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.3204378 |
| air_humidity | -0.2493552 |
| air_temperature | 0.41410992 |
| clg_setpoint | -1.1001942 |
| co2_emission | 0.0 |
| day_of_month | 1.0626895 |
| diffuse_solar_radiation | 0.62605625 |
| direct_solar_radiation | -0.6114174 |
| hour | -0.21639366 |
| htg_setpoint | -0.67712337 |
| month | -1.5569347 |
| outdoor_humidity | -0.6895355 |
| outdoor_temperature | -0.64742845 |
| people_occupant | 1.6939783 |
| total_electricity_HVAC | -0.32440144 |
| wind_direction | 1.1613386 |
| wind_speed | 0.42355236 |
| observation/ | |
| HVAC_electricity_demand_rate | 1579.2982 |
| air_humidity | 33.63037 |
| air_temperature | 23.249563 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 134.25 |
| direct_solar_radiation | 0.0 |
| hour | 10.0 |
| htg_setpoint | 15.042731 |
| month | 1.0 |
| outdoor_humidity | 54.25 |
| outdoor_temperature | 6.054383 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1494205.4 |
| wind_direction | 305.0 |
| wind_speed | 5.95 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 7%
| action_network/ | |
| Cooling_Setpoint_RL | 0.7071883 |
| Heating_Setpoint_RL | -0.1084874 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.01176 |
| Heating_Setpoint_RL | 17.01476 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6625673 |
| air_humidity | -0.18118311 |
| air_temperature | -1.5545751 |
| clg_setpoint | 0.61755985 |
| co2_emission | 0.0 |
| day_of_month | 1.1757212 |
| diffuse_solar_radiation | 0.7641792 |
| direct_solar_radiation | 2.2163928 |
| hour | -0.07192932 |
| htg_setpoint | -0.5813453 |
| month | -1.5550677 |
| outdoor_humidity | -0.9310767 |
| outdoor_temperature | -0.7996039 |
| people_occupant | -0.68930227 |
| total_electricity_HVAC | -0.6676267 |
| wind_direction | 1.2080784 |
| wind_speed | -0.59926164 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 34.521862 |
| air_temperature | 20.576239 |
| clg_setpoint | 27.765596 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 147.75 |
| direct_solar_radiation | 702.0 |
| hour | 11.0 |
| htg_setpoint | 15.444044 |
| month | 1.0 |
| outdoor_humidity | 49.25 |
| outdoor_temperature | 4.5580063 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 310.0 |
| wind_speed | 3.475 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 7%
| action_network/ | |
| Cooling_Setpoint_RL | 0.49718454 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.302998 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.6964867 |
| air_humidity | -1.2005509 |
| air_temperature | -0.046187308 |
| clg_setpoint | -1.100356 |
| co2_emission | 0.0 |
| day_of_month | 1.2885271 |
| diffuse_solar_radiation | 1.282133 |
| direct_solar_radiation | -0.5568718 |
| hour | 0.072534904 |
| htg_setpoint | 1.2829459 |
| month | -1.5532073 |
| outdoor_humidity | -0.68987006 |
| outdoor_temperature | -0.93702465 |
| people_occupant | -0.688946 |
| total_electricity_HVAC | 1.8881394 |
| wind_direction | -0.12245084 |
| wind_speed | -0.90906245 |
| observation/ | |
| HVAC_electricity_demand_rate | 10381.17 |
| air_humidity | 21.223421 |
| air_temperature | 22.623066 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 198.5 |
| direct_solar_radiation | 13.5 |
| hour | 12.0 |
| htg_setpoint | 23.25 |
| month | 1.0 |
| outdoor_humidity | 54.25 |
| outdoor_temperature | 3.2063138 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 10625786.0 |
| wind_direction | 170.0 |
| wind_speed | 2.725 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 8%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.63392377 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 21.190823 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.41859663 |
| air_humidity | -0.0714432 |
| air_temperature | 0.41557938 |
| clg_setpoint | -1.1004676 |
| co2_emission | 0.0 |
| day_of_month | 1.4010623 |
| diffuse_solar_radiation | 1.3436944 |
| direct_solar_radiation | -0.17893109 |
| hour | 0.21699907 |
| htg_setpoint | 1.282904 |
| month | -1.5513535 |
| outdoor_humidity | 0.6858627 |
| outdoor_temperature | -0.5935113 |
| people_occupant | 1.2183102 |
| total_electricity_HVAC | -0.4354522 |
| wind_direction | -1.1192039 |
| wind_speed | -1.0634688 |
| observation/ | |
| HVAC_electricity_demand_rate | 1151.7814 |
| air_humidity | 35.93664 |
| air_temperature | 23.249638 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 204.5 |
| direct_solar_radiation | 107.25 |
| hour | 13.0 |
| htg_setpoint | 23.25 |
| month | 1.0 |
| outdoor_humidity | 82.75 |
| outdoor_temperature | 6.561925 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 1036603.25 |
| wind_direction | 65.0 |
| wind_speed | 2.35 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 8%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.3882107 |
| air_humidity | -0.64562416 |
| air_temperature | 0.4150969 |
| clg_setpoint | -1.1002516 |
| co2_emission | 0.0 |
| day_of_month | 1.5132772 |
| diffuse_solar_radiation | 0.2930223 |
| direct_solar_radiation | 2.0867016 |
| hour | 0.36146292 |
| htg_setpoint | -0.87792706 |
| month | -1.5495063 |
| outdoor_humidity | -1.0047308 |
| outdoor_temperature | -1.0475929 |
| people_occupant | 1.6947285 |
| total_electricity_HVAC | -0.40653336 |
| wind_direction | 1.6595048 |
| wind_speed | 0.47686198 |
| observation/ | |
| HVAC_electricity_demand_rate | 1284.8352 |
| air_humidity | 28.45338 |
| air_temperature | 23.248896 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 101.5 |
| direct_solar_radiation | 669.5 |
| hour | 14.0 |
| htg_setpoint | 14.2026825 |
| month | 1.0 |
| outdoor_humidity | 47.75 |
| outdoor_temperature | 2.1134727 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1156351.6 |
| wind_direction | 357.5 |
| wind_speed | 6.075 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 8%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.48455805 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 20.35064 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5040355 |
| air_humidity | -0.94390506 |
| air_temperature | 0.42007908 |
| clg_setpoint | -1.100008 |
| co2_emission | 0.0 |
| day_of_month | 1.6251187 |
| diffuse_solar_radiation | 0.45148993 |
| direct_solar_radiation | -0.44993037 |
| hour | 0.50592583 |
| htg_setpoint | 1.0615137 |
| month | -1.5476658 |
| outdoor_humidity | -0.8959368 |
| outdoor_temperature | -0.86335284 |
| people_occupant | 1.6943336 |
| total_electricity_HVAC | -0.5167502 |
| wind_direction | 1.2555424 |
| wind_speed | 0.37390885 |
| observation/ | |
| HVAC_electricity_demand_rate | 779.6805 |
| air_humidity | 24.561811 |
| air_temperature | 23.255388 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 117.0 |
| direct_solar_radiation | 40.0 |
| hour | 15.0 |
| htg_setpoint | 22.323887 |
| month | 1.0 |
| outdoor_humidity | 50.0 |
| outdoor_temperature | 3.903413 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 701712.44 |
| wind_direction | 315.0 |
| wind_speed | 5.825 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 8%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.10116565 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.055943 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.33488044 |
| air_humidity | -1.1740049 |
| air_temperature | 0.4157463 |
| clg_setpoint | -1.0999542 |
| co2_emission | 0.0 |
| day_of_month | 1.7365307 |
| diffuse_solar_radiation | -0.38270095 |
| direct_solar_radiation | 1.1227294 |
| hour | 0.6503868 |
| htg_setpoint | -0.79943687 |
| month | -1.5458318 |
| outdoor_humidity | -2.3425038 |
| outdoor_temperature | -1.2853609 |
| people_occupant | 1.6939393 |
| total_electricity_HVAC | -0.35605726 |
| wind_direction | -1.7327653 |
| wind_speed | -1.817859 |
| observation/ | |
| HVAC_electricity_demand_rate | 1519.3188 |
| air_humidity | 21.556976 |
| air_temperature | 23.24908 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 35.25 |
| direct_solar_radiation | 430.5 |
| hour | 16.0 |
| htg_setpoint | 14.530401 |
| month | 1.0 |
| outdoor_humidity | 20.0 |
| outdoor_temperature | -0.24412067 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1366178.6 |
| wind_direction | 0.0 |
| wind_speed | 0.525 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 9%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5899406 |
| air_humidity | -0.6071899 |
| air_temperature | 0.416311 |
| clg_setpoint | -1.0997615 |
| co2_emission | 0.0 |
| day_of_month | -1.6720248 |
| diffuse_solar_radiation | -0.7425077 |
| direct_solar_radiation | -0.6110782 |
| hour | 0.7948447 |
| htg_setpoint | -1.4035779 |
| month | -1.2589065 |
| outdoor_humidity | -0.7610787 |
| outdoor_temperature | -0.32676888 |
| people_occupant | 1.6935458 |
| total_electricity_HVAC | -0.59850305 |
| wind_direction | 0.7811739 |
| wind_speed | 0.63174087 |
| observation/ | |
| HVAC_electricity_demand_rate | 404.58496 |
| air_humidity | 28.937159 |
| air_temperature | 23.249435 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 12.0 |
| month | 2.0 |
| outdoor_humidity | 52.75 |
| outdoor_temperature | 9.135162 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 364126.47 |
| wind_direction | 265.0 |
| wind_speed | 6.45 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 9%
| action_network/ | |
| Cooling_Setpoint_RL | -0.046403065 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.46839 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.57097936 |
| air_humidity | -1.4846027 |
| air_temperature | -1.0871458 |
| clg_setpoint | 1.467099 |
| co2_emission | 0.0 |
| day_of_month | -1.5564922 |
| diffuse_solar_radiation | -0.74234587 |
| direct_solar_radiation | -0.61114573 |
| hour | 0.93929774 |
| htg_setpoint | -1.0868374 |
| month | -1.2577718 |
| outdoor_humidity | -2.449116 |
| outdoor_temperature | -1.1645399 |
| people_occupant | -0.6891985 |
| total_electricity_HVAC | -0.57871276 |
| wind_direction | 1.4918034 |
| wind_speed | 0.94194007 |
| observation/ | |
| HVAC_electricity_demand_rate | 486.9094 |
| air_humidity | 17.502161 |
| air_temperature | 21.207697 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 13.324704 |
| month | 2.0 |
| outdoor_humidity | 17.75 |
| outdoor_temperature | 0.9304602 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 445383.06 |
| wind_direction | 340.0 |
| wind_speed | 7.2 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 9%
| action_network/ | |
| Cooling_Setpoint_RL | -0.09062028 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.319157 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.36994302 |
| air_humidity | -1.8724025 |
| air_temperature | -2.045206 |
| clg_setpoint | -0.29281604 |
| co2_emission | 0.0 |
| day_of_month | -1.4413508 |
| diffuse_solar_radiation | -0.74219686 |
| direct_solar_radiation | -0.6111601 |
| hour | 1.083744 |
| htg_setpoint | -1.4029939 |
| month | -1.2566403 |
| outdoor_humidity | -0.55411774 |
| outdoor_temperature | -1.704999 |
| people_occupant | -0.6888441 |
| total_electricity_HVAC | -0.38865855 |
| wind_direction | -0.38140354 |
| wind_speed | -0.7021702 |
| observation/ | |
| HVAC_electricity_demand_rate | 1366.5447 |
| air_humidity | 12.417188 |
| air_temperature | 19.902864 |
| clg_setpoint | 25.373854 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 12.0 |
| month | 2.0 |
| outdoor_humidity | 57.0 |
| outdoor_temperature | -4.383615 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1231763.4 |
| wind_direction | 142.5 |
| wind_speed | 3.225 |
| train/ | |
| approx_kl | 0.0053193313 |
| clip_fraction | 0.0499 |
| clip_range | 0.2 |
| entropy_loss | -2.48 |
| explained_variance | 0.787 |
| learning_rate | 0.0003 |
| loss | 0.258 |
| n_updates | 700 |
| policy_gradient_loss | -0.00849 |
| std | 0.84 |
| value_loss | 1.13 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 10%
| action_network/ | |
| Cooling_Setpoint_RL | 0.014879882 |
| Heating_Setpoint_RL | -0.024018288 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.67522 |
| Heating_Setpoint_RL | 17.489897 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5843593 |
| air_humidity | 0.34417713 |
| air_temperature | -0.8582409 |
| clg_setpoint | -0.3138449 |
| co2_emission | 0.0 |
| day_of_month | -1.3265419 |
| diffuse_solar_radiation | -0.74205345 |
| direct_solar_radiation | -0.61087006 |
| hour | 1.2281814 |
| htg_setpoint | 0.2251152 |
| month | -1.2555118 |
| outdoor_humidity | -0.19289044 |
| outdoor_temperature | -1.1201872 |
| people_occupant | -0.4505889 |
| total_electricity_HVAC | -0.59176975 |
| wind_direction | 1.30215 |
| wind_speed | 1.107392 |
| observation/ | |
| HVAC_electricity_demand_rate | 429.15237 |
| air_humidity | 41.306736 |
| air_temperature | 21.514256 |
| clg_setpoint | 25.31836 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 18.817707 |
| month | 2.0 |
| outdoor_humidity | 64.5 |
| outdoor_temperature | 1.334669 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 392101.28 |
| wind_direction | 320.0 |
| wind_speed | 7.6 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 10%
| action_network/ | |
| Cooling_Setpoint_RL | 0.16781226 |
| Heating_Setpoint_RL | 0.07076799 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.191366 |
| Heating_Setpoint_RL | 18.02307 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.14701028 |
| air_humidity | -0.6186442 |
| air_temperature | -2.172419 |
| clg_setpoint | 1.4664276 |
| co2_emission | 0.0 |
| day_of_month | -1.212012 |
| diffuse_solar_radiation | -0.74198246 |
| direct_solar_radiation | -0.6108913 |
| hour | 1.3726071 |
| htg_setpoint | -0.82765055 |
| month | -1.2543863 |
| outdoor_humidity | -1.325756 |
| outdoor_temperature | -2.2020884 |
| people_occupant | -0.68908656 |
| total_electricity_HVAC | -0.1770106 |
| wind_direction | 1.1589338 |
| wind_speed | 1.1460876 |
| observation/ | |
| HVAC_electricity_demand_rate | 2343.9119 |
| air_humidity | 28.746796 |
| air_temperature | 19.72573 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 14.40773 |
| month | 2.0 |
| outdoor_humidity | 41.0 |
| outdoor_temperature | -9.290221 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2109016.8 |
| wind_direction | 305.0 |
| wind_speed | 7.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 10%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.7640142 |
| air_humidity | -0.49704286 |
| air_temperature | -1.9309467 |
| clg_setpoint | -0.9965797 |
| co2_emission | 0.0 |
| day_of_month | -1.0977131 |
| diffuse_solar_radiation | -0.7419056 |
| direct_solar_radiation | -0.6108792 |
| hour | 1.5170183 |
| htg_setpoint | 1.2839327 |
| month | -1.2532638 |
| outdoor_humidity | -1.0597864 |
| outdoor_temperature | -2.1625276 |
| people_occupant | -0.6892075 |
| total_electricity_HVAC | 3.547131 |
| wind_direction | 1.2055746 |
| wind_speed | 1.4339424 |
| observation/ | |
| HVAC_electricity_demand_rate | 19482.258 |
| air_humidity | 30.323154 |
| air_temperature | 20.050703 |
| clg_setpoint | 23.522701 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 23.25 |
| month | 2.0 |
| outdoor_humidity | 46.5 |
| outdoor_temperature | -8.951448 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 17536496.0 |
| wind_direction | 310.0 |
| wind_speed | 8.4 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 10%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.3452745 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 15.682831 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.61701477 |
| air_humidity | -0.37043986 |
| air_temperature | -2.8102782 |
| clg_setpoint | 1.4663888 |
| co2_emission | 0.0 |
| day_of_month | -0.98360157 |
| diffuse_solar_radiation | -0.7418508 |
| direct_solar_radiation | -0.61093277 |
| hour | 1.6614116 |
| htg_setpoint | 0.15482228 |
| month | -1.2521443 |
| outdoor_humidity | -1.1316891 |
| outdoor_temperature | -1.8093396 |
| people_occupant | -0.6893283 |
| total_electricity_HVAC | 0.5506256 |
| wind_direction | 1.0627573 |
| wind_speed | -0.3943515 |
| observation/ | |
| HVAC_electricity_demand_rate | 5700.099 |
| air_humidity | 31.965914 |
| air_temperature | 18.851324 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 18.520195 |
| month | 2.0 |
| outdoor_humidity | 45.0 |
| outdoor_temperature | -5.5166044 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 5130089.0 |
| wind_direction | 295.0 |
| wind_speed | 3.975 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 11%
| action_network/ | |
| Cooling_Setpoint_RL | 0.8200687 |
| Heating_Setpoint_RL | 0.79614806 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.392733 |
| Heating_Setpoint_RL | 22.103333 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.15942027 |
| air_humidity | -0.72874534 |
| air_temperature | -2.765251 |
| clg_setpoint | 0.31514615 |
| co2_emission | 0.0 |
| day_of_month | -0.7562032 |
| diffuse_solar_radiation | -0.7417346 |
| direct_solar_radiation | -0.6110103 |
| hour | -1.6613017 |
| htg_setpoint | -0.348396 |
| month | -1.251028 |
| outdoor_humidity | -1.1063268 |
| outdoor_temperature | -2.0071533 |
| people_occupant | -0.68944895 |
| total_electricity_HVAC | -0.19361456 |
| wind_direction | 1.2749641 |
| wind_speed | 1.103239 |
| observation/ | |
| HVAC_electricity_demand_rate | 2297.1907 |
| air_humidity | 27.28643 |
| air_temperature | 18.91039 |
| clg_setpoint | 26.971657 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 16.411316 |
| month | 2.0 |
| outdoor_humidity | 45.5 |
| outdoor_temperature | -7.4881897 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2046728.2 |
| wind_direction | 317.5 |
| wind_speed | 7.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 11%
| action_network/ | |
| Cooling_Setpoint_RL | 0.28396595 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.583385 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.4445093 |
| air_humidity | -1.8016636 |
| air_temperature | -0.9988814 |
| clg_setpoint | 1.4659061 |
| co2_emission | 0.0 |
| day_of_month | -0.64234245 |
| diffuse_solar_radiation | -0.7416079 |
| direct_solar_radiation | -0.6110499 |
| hour | -1.5167589 |
| htg_setpoint | 1.2844614 |
| month | -1.2499144 |
| outdoor_humidity | -1.1297153 |
| outdoor_temperature | -1.4480937 |
| people_occupant | -0.6890958 |
| total_electricity_HVAC | 3.2734888 |
| wind_direction | 0.84772104 |
| wind_speed | 0.62759507 |
| observation/ | |
| HVAC_electricity_demand_rate | 18124.322 |
| air_humidity | 13.276777 |
| air_temperature | 21.313313 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 2.0 |
| outdoor_humidity | 45.0 |
| outdoor_temperature | -2.0108352 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 16436551.0 |
| wind_direction | 272.5 |
| wind_speed | 6.45 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 11%
| action_network/ | |
| Cooling_Setpoint_RL | 0.024564832 |
| Heating_Setpoint_RL | 0.3818786 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.707907 |
| Heating_Setpoint_RL | 19.773067 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.07815011 |
| air_humidity | -1.640523 |
| air_temperature | -2.2894135 |
| clg_setpoint | 0.8810044 |
| co2_emission | 0.0 |
| day_of_month | -0.52855974 |
| diffuse_solar_radiation | -0.741565 |
| direct_solar_radiation | -0.61105025 |
| hour | -1.3722353 |
| htg_setpoint | 0.17336838 |
| month | -1.2488039 |
| outdoor_humidity | 0.25693643 |
| outdoor_temperature | -1.2234396 |
| people_occupant | -0.6887432 |
| total_electricity_HVAC | -0.2949202 |
| wind_direction | 0.6341953 |
| wind_speed | -0.39521667 |
| observation/ | |
| HVAC_electricity_demand_rate | 2656.648 |
| air_humidity | 15.34736 |
| air_temperature | 19.5485 |
| clg_setpoint | 28.462963 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 18.595116 |
| month | 2.0 |
| outdoor_humidity | 73.75 |
| outdoor_temperature | 0.18871239 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1628205.6 |
| wind_direction | 250.0 |
| wind_speed | 3.975 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 12%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.4449637 |
| air_humidity | -1.0461957 |
| air_temperature | -0.8799104 |
| clg_setpoint | 0.9807495 |
| co2_emission | 0.0 |
| day_of_month | -0.41483146 |
| diffuse_solar_radiation | -0.7415102 |
| direct_solar_radiation | -0.61108834 |
| hour | -1.2277277 |
| htg_setpoint | 1.2849016 |
| month | -1.2476963 |
| outdoor_humidity | -1.8163434 |
| outdoor_temperature | -1.5034938 |
| people_occupant | -0.688864 |
| total_electricity_HVAC | 3.2438622 |
| wind_direction | 1.1078377 |
| wind_speed | 0.36931673 |
| observation/ | |
| HVAC_electricity_demand_rate | 18138.418 |
| air_humidity | 23.0947 |
| air_temperature | 21.471777 |
| clg_setpoint | 28.725046 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 23.25 |
| month | 2.0 |
| outdoor_humidity | 30.75 |
| outdoor_temperature | -2.5767698 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 16323132.0 |
| wind_direction | 300.0 |
| wind_speed | 5.825 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 12%
| action_network/ | |
| Cooling_Setpoint_RL | -0.02046305 |
| Heating_Setpoint_RL | 0.2077083 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.555937 |
| Heating_Setpoint_RL | 18.79336 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.06927495 |
| air_humidity | -1.0321071 |
| air_temperature | -2.4512403 |
| clg_setpoint | 1.4654325 |
| co2_emission | 0.0 |
| day_of_month | -0.3011386 |
| diffuse_solar_radiation | -0.74145633 |
| direct_solar_radiation | -0.6111659 |
| hour | -1.0832326 |
| htg_setpoint | -0.7128692 |
| month | -1.2465917 |
| outdoor_humidity | -1.2955633 |
| outdoor_temperature | -2.1046908 |
| people_occupant | -0.6889846 |
| total_electricity_HVAC | -0.10638231 |
| wind_direction | 1.1068228 |
| wind_speed | 0.2034941 |
| observation/ | |
| HVAC_electricity_demand_rate | 2697.8706 |
| air_humidity | 23.26727 |
| air_temperature | 19.323751 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 14.880656 |
| month | 2.0 |
| outdoor_humidity | 41.5 |
| outdoor_temperature | -8.526218 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2412686.8 |
| wind_direction | 300.0 |
| wind_speed | 5.425 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 12%
| action_network/ | |
| Cooling_Setpoint_RL | 0.99310774 |
| Heating_Setpoint_RL | 0.9008764 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.976738 |
| Heating_Setpoint_RL | 22.692429 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.31655213 |
| air_humidity | -0.8281712 |
| air_temperature | -1.8553091 |
| clg_setpoint | 0.30072945 |
| co2_emission | 0.0 |
| day_of_month | -0.18746667 |
| diffuse_solar_radiation | -0.741393 |
| direct_solar_radiation | -0.61122847 |
| hour | -0.9387475 |
| htg_setpoint | -1.1185273 |
| month | -1.2454901 |
| outdoor_humidity | -0.95727754 |
| outdoor_temperature | -1.6683431 |
| people_occupant | -0.68910503 |
| total_electricity_HVAC | -0.33740994 |
| wind_direction | 0.8454885 |
| wind_speed | -0.34453294 |
| observation/ | |
| HVAC_electricity_demand_rate | 1611.8802 |
| air_humidity | 25.920795 |
| air_temperature | 20.13605 |
| clg_setpoint | 26.935865 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 13.180313 |
| month | 2.0 |
| outdoor_humidity | 48.5 |
| outdoor_temperature | -4.2479653 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1453922.4 |
| wind_direction | 272.5 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 13%
| action_network/ | |
| Cooling_Setpoint_RL | -0.5119787 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.897072 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.19498973 |
| air_humidity | -0.88631696 |
| air_temperature | -1.6445289 |
| clg_setpoint | -1.1001947 |
| co2_emission | 0.0 |
| day_of_month | -0.07380549 |
| diffuse_solar_radiation | -0.7412891 |
| direct_solar_radiation | -0.61132675 |
| hour | -0.79427004 |
| htg_setpoint | -0.28819343 |
| month | -1.2443912 |
| outdoor_humidity | 0.091400445 |
| outdoor_temperature | -2.0998554 |
| people_occupant | -0.6892253 |
| total_electricity_HVAC | 0.1464753 |
| wind_direction | -1.0034819 |
| wind_speed | -0.7063663 |
| observation/ | |
| HVAC_electricity_demand_rate | 3864.5315 |
| air_humidity | 25.15385 |
| air_temperature | 20.42362 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 16.657574 |
| month | 2.0 |
| outdoor_humidity | 70.25 |
| outdoor_temperature | -8.526736 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3467162.0 |
| wind_direction | 77.5 |
| wind_speed | 3.225 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 13%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.8345967 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 22.319607 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.623225 |
| air_humidity | 0.2613756 |
| air_temperature | -1.7215384 |
| clg_setpoint | -0.8465877 |
| co2_emission | 0.0 |
| day_of_month | 0.03985065 |
| diffuse_solar_radiation | -0.41125286 |
| direct_solar_radiation | -0.32414684 |
| hour | -0.6497979 |
| htg_setpoint | -0.058053225 |
| month | -1.2432954 |
| outdoor_humidity | 1.1386974 |
| outdoor_temperature | -1.116824 |
| people_occupant | -0.6893454 |
| total_electricity_HVAC | -0.6297252 |
| wind_direction | 0.7032633 |
| wind_speed | -0.4993957 |
| observation/ | |
| HVAC_electricity_demand_rate | 263.6876 |
| air_humidity | 40.132664 |
| air_temperature | 20.318209 |
| clg_setpoint | 23.916767 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 32.25 |
| direct_solar_radiation | 71.25 |
| hour | 7.0 |
| htg_setpoint | 17.621662 |
| month | 2.0 |
| outdoor_humidity | 92.0 |
| outdoor_temperature | 1.1637045 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 239685.86 |
| wind_direction | 257.5 |
| wind_speed | 3.725 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 13%
| action_network/ | |
| Cooling_Setpoint_RL | 0.10107273 |
| Heating_Setpoint_RL | -0.45978308 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.966122 |
| Heating_Setpoint_RL | 15.03872 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.8331139 |
| air_humidity | -1.1590389 |
| air_temperature | 0.2723445 |
| clg_setpoint | 0.008061403 |
| co2_emission | 0.0 |
| day_of_month | 0.15350308 |
| diffuse_solar_radiation | -0.15279166 |
| direct_solar_radiation | 0.9478399 |
| hour | -0.50532955 |
| htg_setpoint | 1.2853565 |
| month | -1.2422024 |
| outdoor_humidity | -0.75171626 |
| outdoor_temperature | -1.2064643 |
| people_occupant | -0.6889941 |
| total_electricity_HVAC | 1.8098112 |
| wind_direction | -1.7139014 |
| wind_speed | -0.13739045 |
| observation/ | |
| HVAC_electricity_demand_rate | 11081.886 |
| air_humidity | 21.592197 |
| air_temperature | 23.042631 |
| clg_setpoint | 26.166233 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 57.5 |
| direct_solar_radiation | 387.0 |
| hour | 8.0 |
| htg_setpoint | 23.25 |
| month | 2.0 |
| outdoor_humidity | 52.75 |
| outdoor_temperature | 0.2749474 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 10390927.0 |
| wind_direction | 2.5 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 13%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.5601608 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 14.474095 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6082145 |
| air_humidity | -1.1276373 |
| air_temperature | 0.42454034 |
| clg_setpoint | -1.1006963 |
| co2_emission | 0.0 |
| day_of_month | 0.2671487 |
| diffuse_solar_radiation | 0.9144685 |
| direct_solar_radiation | 0.47826812 |
| hour | -0.36086348 |
| htg_setpoint | -0.5304408 |
| month | -1.2411124 |
| outdoor_humidity | -0.6551312 |
| outdoor_temperature | -0.91443443 |
| people_occupant | 1.6953037 |
| total_electricity_HVAC | -0.62055755 |
| wind_direction | 1.0111885 |
| wind_speed | -1.3061881 |
| observation/ | |
| HVAC_electricity_demand_rate | 329.56116 |
| air_humidity | 21.985737 |
| air_temperature | 23.2498 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 161.75 |
| direct_solar_radiation | 270.5 |
| hour | 9.0 |
| htg_setpoint | 15.6415825 |
| month | 2.0 |
| outdoor_humidity | 54.75 |
| outdoor_temperature | 3.149704 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 277572.5 |
| wind_direction | 290.0 |
| wind_speed | 1.775 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 14%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.61727726 |
| air_humidity | -0.22102195 |
| air_temperature | 0.42410728 |
| clg_setpoint | -1.100396 |
| co2_emission | 0.0 |
| day_of_month | 0.38078013 |
| diffuse_solar_radiation | 0.9145289 |
| direct_solar_radiation | 1.6504126 |
| hour | -0.21639864 |
| htg_setpoint | 1.2853912 |
| month | -1.240025 |
| outdoor_humidity | -0.1735644 |
| outdoor_temperature | -0.4007774 |
| people_occupant | 1.6949133 |
| total_electricity_HVAC | -0.6246057 |
| wind_direction | 1.0353352 |
| wind_speed | -1.3055805 |
| observation/ | |
| HVAC_electricity_demand_rate | 289.48462 |
| air_humidity | 33.81451 |
| air_temperature | 23.248991 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 161.75 |
| direct_solar_radiation | 561.5 |
| hour | 10.0 |
| htg_setpoint | 23.25 |
| month | 2.0 |
| outdoor_humidity | 64.75 |
| outdoor_temperature | 8.211679 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 260575.66 |
| wind_direction | 292.5 |
| wind_speed | 1.775 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 14%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.60860294 |
| air_humidity | -0.91394085 |
| air_temperature | 0.42397952 |
| clg_setpoint | -1.1001452 |
| co2_emission | 0.0 |
| day_of_month | 0.49438557 |
| diffuse_solar_radiation | 1.0580106 |
| direct_solar_radiation | 0.46222106 |
| hour | -0.07193432 |
| htg_setpoint | -1.3995334 |
| month | -1.2389407 |
| outdoor_humidity | -1.390099 |
| outdoor_temperature | -0.4413191 |
| people_occupant | 1.2178233 |
| total_electricity_HVAC | -0.61634535 |
| wind_direction | -0.95551455 |
| wind_speed | -0.49800003 |
| observation/ | |
| HVAC_electricity_demand_rate | 327.40628 |
| air_humidity | 24.76674 |
| air_temperature | 23.248571 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 175.75 |
| direct_solar_radiation | 266.5 |
| hour | 11.0 |
| htg_setpoint | 12.0 |
| month | 2.0 |
| outdoor_humidity | 39.5 |
| outdoor_temperature | 7.807588 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 294665.66 |
| wind_direction | 82.5 |
| wind_speed | 3.725 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 14%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.51650167 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 14.719678 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.33809695 |
| air_humidity | -0.1619553 |
| air_temperature | 0.42481115 |
| clg_setpoint | -1.0999848 |
| co2_emission | 0.0 |
| day_of_month | 0.6079489 |
| diffuse_solar_radiation | 0.93297577 |
| direct_solar_radiation | -0.6111931 |
| hour | 0.07252988 |
| htg_setpoint | 1.2854271 |
| month | -1.2378591 |
| outdoor_humidity | 0.80241597 |
| outdoor_temperature | -0.92647916 |
| people_occupant | 0.26417276 |
| total_electricity_HVAC | -0.35865468 |
| wind_direction | -1.713099 |
| wind_speed | -0.49765253 |
| observation/ | |
| HVAC_electricity_demand_rate | 1519.7372 |
| air_humidity | 34.57506 |
| air_temperature | 23.249523 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 163.5 |
| direct_solar_radiation | 0.0 |
| hour | 12.0 |
| htg_setpoint | 23.25 |
| month | 2.0 |
| outdoor_humidity | 85.0 |
| outdoor_temperature | 3.0146215 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 1367763.5 |
| wind_direction | 2.5 |
| wind_speed | 3.725 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 14%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.6837316 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.77901 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5612784 |
| air_humidity | -1.1708144 |
| air_temperature | 0.8426758 |
| clg_setpoint | -0.8817237 |
| co2_emission | 0.0 |
| day_of_month | 0.7214496 |
| diffuse_solar_radiation | 0.49044544 |
| direct_solar_radiation | 2.4636102 |
| hour | 0.21699403 |
| htg_setpoint | -1.3993866 |
| month | -1.2367804 |
| outdoor_humidity | -1.9205359 |
| outdoor_temperature | -0.7550584 |
| people_occupant | 1.217259 |
| total_electricity_HVAC | -0.6003522 |
| wind_direction | 1.2008954 |
| wind_speed | 0.05086105 |
| observation/ | |
| HVAC_electricity_demand_rate | 535.8183 |
| air_humidity | 21.417707 |
| air_temperature | 23.820114 |
| clg_setpoint | 23.823635 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 120.25 |
| direct_solar_radiation | 763.5 |
| hour | 13.0 |
| htg_setpoint | 12.0 |
| month | 2.0 |
| outdoor_humidity | 28.5 |
| outdoor_temperature | 4.6996503 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 361036.78 |
| wind_direction | 310.0 |
| wind_speed | 5.05 |
------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 15%
| action_network/ | |
| Cooling_Setpoint_RL | -0.1550704 |
| Heating_Setpoint_RL | 0.43363518 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.101637 |
| Heating_Setpoint_RL | 20.064198 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.66300815 |
| air_humidity | -0.91374964 |
| air_temperature | -1.2255855 |
| clg_setpoint | -1.0996073 |
| co2_emission | 0.0 |
| day_of_month | 0.8348631 |
| diffuse_solar_radiation | 0.7237201 |
| direct_solar_radiation | -0.6109887 |
| hour | 0.36145785 |
| htg_setpoint | -0.7688111 |
| month | -1.2357045 |
| outdoor_humidity | 0.15252064 |
| outdoor_temperature | -0.695391 |
| people_occupant | -0.68924296 |
| total_electricity_HVAC | -0.6681521 |
| wind_direction | -0.3631663 |
| wind_speed | -1.067161 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 24.761732 |
| air_temperature | 20.993359 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 143.0 |
| direct_solar_radiation | 0.0 |
| hour | 14.0 |
| htg_setpoint | 14.641752 |
| month | 2.0 |
| outdoor_humidity | 71.5 |
| outdoor_temperature | 5.282513 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 145.0 |
| wind_speed | 2.35 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 15%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6629754 |
| air_humidity | -1.1870326 |
| air_temperature | -0.8632276 |
| clg_setpoint | 1.4662976 |
| co2_emission | 0.0 |
| day_of_month | 0.9481604 |
| diffuse_solar_radiation | 0.10409171 |
| direct_solar_radiation | 2.1058698 |
| hour | 0.50592077 |
| htg_setpoint | -1.3992854 |
| month | -1.2346314 |
| outdoor_humidity | -1.8602446 |
| outdoor_temperature | -0.280394 |
| people_occupant | -0.6888934 |
| total_electricity_HVAC | -0.66810715 |
| wind_direction | 1.0112315 |
| wind_speed | 1.8113536 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 21.190176 |
| air_temperature | 21.48744 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 82.5 |
| direct_solar_radiation | 674.5 |
| hour | 15.0 |
| htg_setpoint | 12.0 |
| month | 2.0 |
| outdoor_humidity | 29.75 |
| outdoor_temperature | 9.37294 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 290.0 |
| wind_speed | 9.3 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 15%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.31424585 |
| air_humidity | -1.0479368 |
| air_temperature | 0.42624685 |
| clg_setpoint | -1.100036 |
| co2_emission | 0.0 |
| day_of_month | 1.0613084 |
| diffuse_solar_radiation | -0.016053073 |
| direct_solar_radiation | 1.2752957 |
| hour | 0.6503818 |
| htg_setpoint | -1.398818 |
| month | -1.233561 |
| outdoor_humidity | -1.5570906 |
| outdoor_temperature | -0.8334324 |
| people_occupant | 1.6948711 |
| total_electricity_HVAC | -0.33589426 |
| wind_direction | 0.72610277 |
| wind_speed | 0.73407906 |
| observation/ | |
| HVAC_electricity_demand_rate | 1625.2518 |
| air_humidity | 22.98675 |
| air_temperature | 23.248964 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 70.75 |
| direct_solar_radiation | 468.5 |
| hour | 16.0 |
| htg_setpoint | 12.0 |
| month | 2.0 |
| outdoor_humidity | 36.0 |
| outdoor_temperature | 3.9077013 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1462726.6 |
| wind_direction | 260.0 |
| wind_speed | 6.7 |
| train/ | |
| approx_kl | 0.006148802 |
| clip_fraction | 0.0509 |
| clip_range | 0.2 |
| entropy_loss | -2.47 |
| explained_variance | 0.898 |
| learning_rate | 0.0003 |
| loss | 0.494 |
| n_updates | 710 |
| policy_gradient_loss | -0.00997 |
| std | 0.835 |
| value_loss | 1.7 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 16%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.40668538 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.912605 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.053185616 |
| air_humidity | -1.1401418 |
| air_temperature | 0.42673218 |
| clg_setpoint | -1.0998428 |
| co2_emission | 0.0 |
| day_of_month | 1.1742699 |
| diffuse_solar_radiation | -0.54882467 |
| direct_solar_radiation | -0.6107833 |
| hour | 0.79483974 |
| htg_setpoint | 0.63404876 |
| month | -1.2324935 |
| outdoor_humidity | -1.9784547 |
| outdoor_temperature | -1.3900111 |
| people_occupant | 1.694483 |
| total_electricity_HVAC | -0.087190926 |
| wind_direction | -1.1452864 |
| wind_speed | -0.6015451 |
| observation/ | |
| HVAC_electricity_demand_rate | 2778.382 |
| air_humidity | 21.776562 |
| air_temperature | 23.249346 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 18.75 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 20.518639 |
| month | 2.0 |
| outdoor_humidity | 27.25 |
| outdoor_temperature | -1.5968947 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2500544.0 |
| wind_direction | 62.5 |
| wind_speed | 3.475 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 16%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.4098448 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.930376 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.53439885 |
| air_humidity | 0.20336638 |
| air_temperature | 0.4273991 |
| clg_setpoint | -1.0995953 |
| co2_emission | 0.0 |
| day_of_month | 1.2870038 |
| diffuse_solar_radiation | -0.7408754 |
| direct_solar_radiation | -0.61049545 |
| hour | 0.93929297 |
| htg_setpoint | 0.50997525 |
| month | -1.2314287 |
| outdoor_humidity | 1.5261463 |
| outdoor_temperature | -1.0359008 |
| people_occupant | 0.50245583 |
| total_electricity_HVAC | -0.54390925 |
| wind_direction | -1.4286637 |
| wind_speed | -0.7565846 |
| observation/ | |
| HVAC_electricity_demand_rate | 655.3896 |
| air_humidity | 39.296783 |
| air_temperature | 23.249935 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 19.999153 |
| month | 2.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 1.8874589 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 596978.3 |
| wind_direction | 32.5 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 16%
| action_network/ | |
| Cooling_Setpoint_RL | -0.6339662 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.485365 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.66318345 |
| air_humidity | 0.7396741 |
| air_temperature | 0.38493133 |
| clg_setpoint | -1.0994363 |
| co2_emission | 0.0 |
| day_of_month | 1.399465 |
| diffuse_solar_radiation | -0.74076986 |
| direct_solar_radiation | -0.6102081 |
| hour | 1.0837396 |
| htg_setpoint | -0.8298794 |
| month | -1.2303668 |
| outdoor_humidity | 1.2478681 |
| outdoor_temperature | -0.5661256 |
| people_occupant | -0.4510361 |
| total_electricity_HVAC | -0.6683041 |
| wind_direction | -1.4749486 |
| wind_speed | -0.49702775 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 46.292034 |
| air_temperature | 23.191736 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 14.386184 |
| month | 2.0 |
| outdoor_humidity | 94.25 |
| outdoor_temperature | 6.5184546 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 27.5 |
| wind_speed | 3.725 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 16%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6631892 |
| air_humidity | -0.73160964 |
| air_temperature | 0.089883395 |
| clg_setpoint | 0.4707855 |
| co2_emission | 0.0 |
| day_of_month | -1.6713573 |
| diffuse_solar_radiation | -0.740768 |
| direct_solar_radiation | -0.6102741 |
| hour | 1.2281773 |
| htg_setpoint | -0.9089439 |
| month | -0.94555074 |
| outdoor_humidity | 0.08065434 |
| outdoor_temperature | -0.50012577 |
| people_occupant | -0.45117792 |
| total_electricity_HVAC | -0.66830003 |
| wind_direction | -0.31412637 |
| wind_speed | -0.6003426 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 27.110397 |
| air_temperature | 22.788527 |
| clg_setpoint | 27.380304 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 14.054474 |
| month | 3.0 |
| outdoor_humidity | 70.0 |
| outdoor_temperature | 7.1689 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 150.0 |
| wind_speed | 3.475 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 17%
| action_network/ | |
| Cooling_Setpoint_RL | 0.23965806 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.433846 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6631496 |
| air_humidity | 0.29669726 |
| air_temperature | -0.7037818 |
| clg_setpoint | 0.8680635 |
| co2_emission | 0.0 |
| day_of_month | -1.555758 |
| diffuse_solar_radiation | -0.74073094 |
| direct_solar_radiation | -0.6101604 |
| hour | 1.3726037 |
| htg_setpoint | -0.6611878 |
| month | -0.9449376 |
| outdoor_humidity | -1.0391809 |
| outdoor_temperature | 0.2884678 |
| people_occupant | -0.6891414 |
| total_electricity_HVAC | -0.6682558 |
| wind_direction | 1.0362626 |
| wind_speed | 1.5958812 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 40.51177 |
| air_temperature | 21.703741 |
| clg_setpoint | 28.426182 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 15.092472 |
| month | 3.0 |
| outdoor_humidity | 46.75 |
| outdoor_temperature | 14.949052 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 292.5 |
| wind_speed | 8.775 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 17%
| action_network/ | |
| Cooling_Setpoint_RL | -0.4487902 |
| Heating_Setpoint_RL | 0.6037049 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.110332 |
| Heating_Setpoint_RL | 21.02084 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.66293246 |
| air_humidity | -0.6910304 |
| air_temperature | -1.1853012 |
| clg_setpoint | -0.25291732 |
| co2_emission | 0.0 |
| day_of_month | -1.4405375 |
| diffuse_solar_radiation | -0.7407301 |
| direct_solar_radiation | -0.6102566 |
| hour | 1.5170157 |
| htg_setpoint | -0.44304407 |
| month | -0.9443256 |
| outdoor_humidity | -0.6655187 |
| outdoor_temperature | -0.1246513 |
| people_occupant | -0.6887936 |
| total_electricity_HVAC | -0.66803575 |
| wind_direction | 1.5564007 |
| wind_speed | -1.1180832 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 27.637379 |
| air_temperature | 21.045357 |
| clg_setpoint | 25.478584 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 16.004665 |
| month | 3.0 |
| outdoor_humidity | 54.5 |
| outdoor_temperature | 10.873335 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 347.5 |
| wind_speed | 2.225 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 17%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.39638683 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 19.854675 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.034194976 |
| air_humidity | 1.207176 |
| air_temperature | -1.2267752 |
| clg_setpoint | 0.7167337 |
| co2_emission | 0.0 |
| day_of_month | -1.3256384 |
| diffuse_solar_radiation | -0.74066204 |
| direct_solar_radiation | -0.6099817 |
| hour | 1.6614102 |
| htg_setpoint | 0.6314411 |
| month | -0.94371486 |
| outdoor_humidity | 1.5238355 |
| outdoor_temperature | -0.6274833 |
| people_occupant | -0.6889127 |
| total_electricity_HVAC | 0.00037393696 |
| wind_direction | -1.7358601 |
| wind_speed | -2.0384612 |
| observation/ | |
| HVAC_electricity_demand_rate | 3164.5127 |
| air_humidity | 52.36714 |
| air_temperature | 20.988924 |
| clg_setpoint | 28.029507 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 20.50859 |
| month | 3.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 5.9123387 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2866088.2 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
---------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 18%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.183853 |
| air_humidity | 0.60830015 |
| air_temperature | 0.19308981 |
| clg_setpoint | 1.465575 |
| co2_emission | 0.0 |
| day_of_month | -1.0974278 |
| diffuse_solar_radiation | -0.74061114 |
| direct_solar_radiation | -0.60971075 |
| hour | -1.6613021 |
| htg_setpoint | 1.2852392 |
| month | -0.9431053 |
| outdoor_humidity | 1.5221072 |
| outdoor_temperature | -0.64758873 |
| people_occupant | -0.6890316 |
| total_electricity_HVAC | 2.1197724 |
| wind_direction | -1.7352896 |
| wind_speed | -2.0376875 |
| observation/ | |
| HVAC_electricity_demand_rate | 12655.013 |
| air_humidity | 44.570282 |
| air_temperature | 22.92844 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 23.25 |
| month | 3.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 5.7110963 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 11706601.0 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 18%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.42035845 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 19.989517 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.66287005 |
| air_humidity | 0.21758959 |
| air_temperature | -1.1020368 |
| clg_setpoint | 1.4656632 |
| co2_emission | 0.0 |
| day_of_month | -0.9830348 |
| diffuse_solar_radiation | -0.74052984 |
| direct_solar_radiation | -0.60947984 |
| hour | -1.5167606 |
| htg_setpoint | 0.30973774 |
| month | -0.9424969 |
| outdoor_humidity | -0.7515318 |
| outdoor_temperature | -0.7011161 |
| people_occupant | -0.6891504 |
| total_electricity_HVAC | -0.66794354 |
| wind_direction | 1.1070757 |
| wind_speed | 1.9668038 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 39.48788 |
| air_temperature | 21.160027 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 19.162767 |
| month | 3.0 |
| outdoor_humidity | 52.75 |
| outdoor_temperature | 5.183503 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 300.0 |
| wind_speed | 9.675 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 18%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.029315114 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 17.789898 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.778896 |
| air_humidity | -0.40567806 |
| air_temperature | -0.14831187 |
| clg_setpoint | 1.4653916 |
| co2_emission | 0.0 |
| day_of_month | -0.86881095 |
| diffuse_solar_radiation | -0.740516 |
| direct_solar_radiation | -0.60959184 |
| hour | -1.372238 |
| htg_setpoint | 1.2851905 |
| month | -0.9418897 |
| outdoor_humidity | 1.2449262 |
| outdoor_temperature | -0.7558405 |
| people_occupant | -0.689269 |
| total_electricity_HVAC | 2.8284123 |
| wind_direction | -0.88305855 |
| wind_speed | 0.32141918 |
| observation/ | |
| HVAC_electricity_demand_rate | 15284.575 |
| air_humidity | 31.368122 |
| air_temperature | 22.462025 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 23.25 |
| month | 3.0 |
| outdoor_humidity | 94.25 |
| outdoor_temperature | 4.641012 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 14664932.0 |
| wind_direction | 90.0 |
| wind_speed | 5.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 19%
| action_network/ | |
| Cooling_Setpoint_RL | 0.78787124 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.284065 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.3982499 |
| air_humidity | 0.2723659 |
| air_temperature | -1.2698883 |
| clg_setpoint | 0.83610284 |
| co2_emission | 0.0 |
| day_of_month | -0.7547202 |
| diffuse_solar_radiation | -0.7405263 |
| direct_solar_radiation | -0.6093187 |
| hour | -1.227731 |
| htg_setpoint | 0.73110557 |
| month | -0.94128364 |
| outdoor_humidity | 1.4720564 |
| outdoor_temperature | -1.176945 |
| people_occupant | -0.68938744 |
| total_electricity_HVAC | 0.22444607 |
| wind_direction | -0.36119047 |
| wind_speed | -0.8062093 |
| observation/ | |
| HVAC_electricity_demand_rate | 4773.3477 |
| air_humidity | 40.194717 |
| air_temperature | 20.930708 |
| clg_setpoint | 28.34394 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 20.929008 |
| month | 3.0 |
| outdoor_humidity | 99.0 |
| outdoor_temperature | 0.48467657 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3801861.8 |
| wind_direction | 145.0 |
| wind_speed | 2.975 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 19%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.121711954 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 18.30963 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.6119305 |
| air_humidity | -0.8949491 |
| air_temperature | 0.08227845 |
| clg_setpoint | 0.30426353 |
| co2_emission | 0.0 |
| day_of_month | -0.6407308 |
| diffuse_solar_radiation | -0.74053645 |
| direct_solar_radiation | -0.6092137 |
| hour | -1.0832366 |
| htg_setpoint | 1.1716719 |
| month | -0.9406788 |
| outdoor_humidity | 1.1826031 |
| outdoor_temperature | -1.1740584 |
| people_occupant | -0.68904084 |
| total_electricity_HVAC | 1.426325 |
| wind_direction | -1.2613052 |
| wind_speed | -0.44372967 |
| observation/ | |
| HVAC_electricity_demand_rate | 10136.965 |
| air_humidity | 24.999836 |
| air_temperature | 22.77594 |
| clg_setpoint | 26.945139 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 22.775982 |
| month | 3.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 0.5056507 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 8819915.0 |
| wind_direction | 50.0 |
| wind_speed | 3.85 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 19%
| action_network/ | |
| Cooling_Setpoint_RL | 0.98249835 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.940933 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.03966023 |
| air_humidity | -1.070955 |
| air_temperature | -2.584789 |
| clg_setpoint | 1.4637913 |
| co2_emission | 0.0 |
| day_of_month | -0.52681565 |
| diffuse_solar_radiation | -0.74056876 |
| direct_solar_radiation | -0.60920024 |
| hour | -0.9387518 |
| htg_setpoint | 0.06869351 |
| month | -0.94007504 |
| outdoor_humidity | -0.4281868 |
| outdoor_temperature | -1.252499 |
| people_occupant | -0.6886948 |
| total_electricity_HVAC | -0.07427083 |
| wind_direction | 1.5110189 |
| wind_speed | 1.3041723 |
| observation/ | |
| HVAC_electricity_demand_rate | 2840.8572 |
| air_humidity | 22.700409 |
| air_temperature | 19.133259 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 18.153255 |
| month | 3.0 |
| outdoor_humidity | 59.5 |
| outdoor_temperature | -0.2728538 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2556771.5 |
| wind_direction | 342.5 |
| wind_speed | 8.075 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 19%
| action_network/ | |
| Cooling_Setpoint_RL | -0.81816304 |
| Heating_Setpoint_RL | 0.31476045 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.863699 |
| Heating_Setpoint_RL | 19.395527 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.7516104 |
| air_humidity | -0.8334122 |
| air_temperature | 0.4305186 |
| clg_setpoint | 1.4638774 |
| co2_emission | 0.0 |
| day_of_month | -0.412952 |
| diffuse_solar_radiation | -0.7405583 |
| direct_solar_radiation | -0.6093103 |
| hour | -0.7942745 |
| htg_setpoint | 1.2850286 |
| month | -0.9394725 |
| outdoor_humidity | 0.5580752 |
| outdoor_temperature | -0.8361305 |
| people_occupant | -0.6888134 |
| total_electricity_HVAC | 1.63208 |
| wind_direction | 0.5395342 |
| wind_speed | 0.08321865 |
| observation/ | |
| HVAC_electricity_demand_rate | 10757.686 |
| air_humidity | 25.784222 |
| air_temperature | 23.250237 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 23.25 |
| month | 3.0 |
| outdoor_humidity | 80.0 |
| outdoor_temperature | 3.8272188 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 9681917.0 |
| wind_direction | 240.0 |
| wind_speed | 5.125 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 20%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.7437507 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 21.808598 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.7181942 |
| air_humidity | -1.3779609 |
| air_temperature | -0.6234468 |
| clg_setpoint | 0.6100313 |
| co2_emission | 0.0 |
| day_of_month | -0.29912162 |
| diffuse_solar_radiation | 0.04474577 |
| direct_solar_radiation | 0.7628243 |
| hour | -0.64980257 |
| htg_setpoint | 1.2852674 |
| month | -0.9388711 |
| outdoor_humidity | -1.1240343 |
| outdoor_temperature | -1.2530836 |
| people_occupant | -0.6889318 |
| total_electricity_HVAC | 2.7141132 |
| wind_direction | 1.2257009 |
| wind_speed | 1.466832 |
| observation/ | |
| HVAC_electricity_demand_rate | 15032.399 |
| air_humidity | 18.688911 |
| air_temperature | 21.810513 |
| clg_setpoint | 27.752552 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 76.5 |
| direct_solar_radiation | 340.5 |
| hour | 7.0 |
| htg_setpoint | 23.25 |
| month | 3.0 |
| outdoor_humidity | 45.0 |
| outdoor_temperature | -0.28566995 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 14202461.0 |
| wind_direction | 312.5 |
| wind_speed | 8.475 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 20%
| action_network/ | |
| Cooling_Setpoint_RL | 0.87176996 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.567223 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.29710308 |
| air_humidity | -1.2525442 |
| air_temperature | -1.0814147 |
| clg_setpoint | 1.4638629 |
| co2_emission | 0.0 |
| day_of_month | -0.18531062 |
| diffuse_solar_radiation | 0.47096694 |
| direct_solar_radiation | 1.8675417 |
| hour | -0.5053343 |
| htg_setpoint | -1.3982428 |
| month | -0.9382708 |
| outdoor_humidity | -1.4708406 |
| outdoor_temperature | -1.2912557 |
| people_occupant | 1.6945177 |
| total_electricity_HVAC | -0.31663346 |
| wind_direction | -1.2614857 |
| wind_speed | -1.1171983 |
| observation/ | |
| HVAC_electricity_demand_rate | 1703.0035 |
| air_humidity | 20.307953 |
| air_temperature | 21.184374 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 118.0 |
| direct_solar_radiation | 615.0 |
| hour | 8.0 |
| htg_setpoint | 12.0 |
| month | 3.0 |
| outdoor_humidity | 37.75 |
| outdoor_temperature | -0.6704629 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1544509.9 |
| wind_direction | 50.0 |
| wind_speed | 2.225 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 20%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.63593614 |
| air_humidity | -0.33014143 |
| air_temperature | 0.5603004 |
| clg_setpoint | -1.0321336 |
| co2_emission | 0.0 |
| day_of_month | -0.07150946 |
| diffuse_solar_radiation | 0.59907305 |
| direct_solar_radiation | 2.3619647 |
| hour | -0.36086828 |
| htg_setpoint | -1.3980817 |
| month | -0.9376717 |
| outdoor_humidity | -0.93037134 |
| outdoor_temperature | -0.23174834 |
| people_occupant | 1.6941344 |
| total_electricity_HVAC | -0.6500282 |
| wind_direction | 0.8223262 |
| wind_speed | 1.258463 |
| observation/ | |
| HVAC_electricity_demand_rate | 204.69992 |
| air_humidity | 32.31039 |
| air_temperature | 23.42639 |
| clg_setpoint | 23.428125 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 130.5 |
| direct_solar_radiation | 737.75 |
| hour | 9.0 |
| htg_setpoint | 12.0 |
| month | 3.0 |
| outdoor_humidity | 49.0 |
| outdoor_temperature | 9.76358 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 151680.45 |
| wind_direction | 270.0 |
| wind_speed | 7.975 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 20%
| action_network/ | |
| Cooling_Setpoint_RL | 0.45491934 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.160353 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6443603 |
| air_humidity | -1.5202879 |
| air_temperature | -0.66588014 |
| clg_setpoint | 1.4639009 |
| co2_emission | 0.0 |
| day_of_month | 0.042287055 |
| diffuse_solar_radiation | 0.45302433 |
| direct_solar_radiation | -0.60942835 |
| hour | -0.21640347 |
| htg_setpoint | -0.8058291 |
| month | -0.93707377 |
| outdoor_humidity | 0.48805377 |
| outdoor_temperature | -0.8688829 |
| people_occupant | -0.6892862 |
| total_electricity_HVAC | -0.6510793 |
| wind_direction | -1.1193115 |
| wind_speed | 1.4854225 |
| observation/ | |
| HVAC_electricity_demand_rate | 167.12413 |
| air_humidity | 16.805634 |
| air_temperature | 21.751823 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 116.25 |
| direct_solar_radiation | 0.0 |
| hour | 10.0 |
| htg_setpoint | 14.481043 |
| month | 3.0 |
| outdoor_humidity | 78.5 |
| outdoor_temperature | 3.4869292 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 146923.34 |
| wind_direction | 65.0 |
| wind_speed | 8.525 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 21%
| action_network/ | |
| Cooling_Setpoint_RL | 0.45148984 |
| Heating_Setpoint_RL | 0.4941635 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.148777 |
| Heating_Setpoint_RL | 20.40467 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.3077674 |
| air_humidity | -1.2777699 |
| air_temperature | -0.605325 |
| clg_setpoint | 0.36114278 |
| co2_emission | 0.0 |
| day_of_month | 0.15607975 |
| diffuse_solar_radiation | 1.9523743 |
| direct_solar_radiation | -0.48232532 |
| hour | -0.07193916 |
| htg_setpoint | 1.2857888 |
| month | -0.93647695 |
| outdoor_humidity | 0.5594481 |
| outdoor_temperature | -1.2377719 |
| people_occupant | -0.6889413 |
| total_electricity_HVAC | 2.4566588 |
| wind_direction | -1.4256314 |
| wind_speed | 0.42061153 |
| observation/ | |
| HVAC_electricity_demand_rate | 13228.067 |
| air_humidity | 19.949211 |
| air_temperature | 21.832798 |
| clg_setpoint | 27.098799 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 262.25 |
| direct_solar_radiation | 31.5 |
| hour | 11.0 |
| htg_setpoint | 23.25 |
| month | 3.0 |
| outdoor_humidity | 80.0 |
| outdoor_temperature | -0.15471691 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 13136643.0 |
| wind_direction | 32.5 |
| wind_speed | 5.95 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 21%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.75545496 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.375566 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.41503948 |
| air_humidity | -0.580921 |
| air_temperature | 0.43220705 |
| clg_setpoint | -1.1005147 |
| co2_emission | 0.0 |
| day_of_month | 0.26986519 |
| diffuse_solar_radiation | 1.9621999 |
| direct_solar_radiation | 1.859292 |
| hour | 0.07252503 |
| htg_setpoint | 0.47050753 |
| month | -0.9358813 |
| outdoor_humidity | 0.5227954 |
| outdoor_temperature | -1.0907127 |
| people_occupant | 0.26478451 |
| total_electricity_HVAC | -0.43254232 |
| wind_direction | 0.11383317 |
| wind_speed | -0.8080189 |
| observation/ | |
| HVAC_electricity_demand_rate | 1182.3805 |
| air_humidity | 29.008747 |
| air_temperature | 23.249517 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 263.25 |
| direct_solar_radiation | 613.0 |
| hour | 12.0 |
| htg_setpoint | 19.832186 |
| month | 3.0 |
| outdoor_humidity | 79.25 |
| outdoor_temperature | 1.2825181 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 1060946.8 |
| wind_direction | 195.0 |
| wind_speed | 2.975 |
| train/ | |
| approx_kl | 0.0074969796 |
| clip_fraction | 0.0766 |
| clip_range | 0.2 |
| entropy_loss | -2.46 |
| explained_variance | 0.727 |
| learning_rate | 0.0003 |
| loss | 0.409 |
| n_updates | 720 |
| policy_gradient_loss | -0.0105 |
| std | 0.831 |
| value_loss | 1.13 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 21%
| action_network/ | |
| Cooling_Setpoint_RL | -0.36448383 |
| Heating_Setpoint_RL | 0.9555658 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.394867 |
| Heating_Setpoint_RL | 23.000057 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.29432878 |
| air_humidity | -0.3970982 |
| air_temperature | 0.43243402 |
| clg_setpoint | -1.1004026 |
| co2_emission | 0.0 |
| day_of_month | 0.3836356 |
| diffuse_solar_radiation | 0.9172797 |
| direct_solar_radiation | -0.57294834 |
| hour | 0.21698916 |
| htg_setpoint | -0.61457473 |
| month | -0.93528676 |
| outdoor_humidity | 0.366069 |
| outdoor_temperature | -0.8179631 |
| people_occupant | 1.2180766 |
| total_electricity_HVAC | -0.31677017 |
| wind_direction | -1.5892736 |
| wind_speed | 1.1959356 |
| observation/ | |
| HVAC_electricity_demand_rate | 1716.988 |
| air_humidity | 31.401484 |
| air_temperature | 23.249561 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 161.5 |
| direct_solar_radiation | 9.0 |
| hour | 13.0 |
| htg_setpoint | 15.283178 |
| month | 3.0 |
| outdoor_humidity | 76.0 |
| outdoor_temperature | 3.9633064 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 1545289.1 |
| wind_direction | 15.0 |
| wind_speed | 7.825 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 22%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5519612 |
| air_humidity | -0.5284426 |
| air_temperature | 0.43631873 |
| clg_setpoint | -1.1001824 |
| co2_emission | 0.0 |
| day_of_month | 0.4973789 |
| diffuse_solar_radiation | 0.6092773 |
| direct_solar_radiation | 2.626748 |
| hour | 0.361453 |
| htg_setpoint | -1.3975143 |
| month | -0.9346934 |
| outdoor_humidity | 0.14999202 |
| outdoor_temperature | -0.58849037 |
| people_occupant | 1.6944778 |
| total_electricity_HVAC | -0.5622056 |
| wind_direction | -0.027266735 |
| wind_speed | 2.2701974 |
| observation/ | |
| HVAC_electricity_demand_rate | 576.5041 |
| air_humidity | 29.68832 |
| air_temperature | 23.25472 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 131.5 |
| direct_solar_radiation | 803.75 |
| hour | 14.0 |
| htg_setpoint | 12.0 |
| month | 3.0 |
| outdoor_humidity | 71.5 |
| outdoor_temperature | 6.217664 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 518853.66 |
| wind_direction | 180.0 |
| wind_speed | 10.425 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 22%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.52104944 |
| air_humidity | -1.1598237 |
| air_temperature | 0.43229264 |
| clg_setpoint | -1.0999871 |
| co2_emission | 0.0 |
| day_of_month | 0.61107874 |
| diffuse_solar_radiation | 1.4198954 |
| direct_solar_radiation | 0.84319717 |
| hour | 0.5059159 |
| htg_setpoint | -0.9820555 |
| month | -0.9341011 |
| outdoor_humidity | -1.6398894 |
| outdoor_temperature | -0.207291 |
| people_occupant | 1.694096 |
| total_electricity_HVAC | -0.53274727 |
| wind_direction | 1.0134939 |
| wind_speed | 2.2778533 |
| observation/ | |
| HVAC_electricity_demand_rate | 713.1105 |
| air_humidity | 21.471836 |
| air_temperature | 23.249048 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 210.5 |
| direct_solar_radiation | 360.75 |
| hour | 15.0 |
| htg_setpoint | 13.740905 |
| month | 3.0 |
| outdoor_humidity | 34.25 |
| outdoor_temperature | 9.969745 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 641799.44 |
| wind_direction | 290.0 |
| wind_speed | 10.45 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 22%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.36519274 |
| air_humidity | -1.325732 |
| air_temperature | 0.43248713 |
| clg_setpoint | -1.0998923 |
| co2_emission | 0.0 |
| day_of_month | 0.72471464 |
| diffuse_solar_radiation | 0.19854206 |
| direct_solar_radiation | 1.8573816 |
| hour | 0.650377 |
| htg_setpoint | -1.3968191 |
| month | -0.93350995 |
| outdoor_humidity | -2.346002 |
| outdoor_temperature | -1.126059 |
| people_occupant | 1.6937149 |
| total_electricity_HVAC | -0.38425675 |
| wind_direction | 1.2490617 |
| wind_speed | 0.67585164 |
| observation/ | |
| HVAC_electricity_demand_rate | 1403.265 |
| air_humidity | 19.298859 |
| air_temperature | 23.248875 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 91.5 |
| direct_solar_radiation | 613.0 |
| hour | 16.0 |
| htg_setpoint | 12.0 |
| month | 3.0 |
| outdoor_humidity | 19.5 |
| outdoor_temperature | 0.9108355 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1262938.5 |
| wind_direction | 315.0 |
| wind_speed | 6.575 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 22%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.17072546 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 18.585331 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.66232896 |
| air_humidity | -1.5705359 |
| air_temperature | -0.80635834 |
| clg_setpoint | 1.462027 |
| co2_emission | 0.0 |
| day_of_month | 0.83826166 |
| diffuse_solar_radiation | -0.23772292 |
| direct_solar_radiation | 0.8010417 |
| hour | 0.794835 |
| htg_setpoint | -1.3963052 |
| month | -0.9329199 |
| outdoor_humidity | -1.6235088 |
| outdoor_temperature | -0.522385 |
| people_occupant | -0.6891858 |
| total_electricity_HVAC | -0.66733325 |
| wind_direction | 0.51550555 |
| wind_speed | 1.5307075 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 16.097954 |
| air_temperature | 21.55519 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 49.0 |
| direct_solar_radiation | 350.75 |
| hour | 17.0 |
| htg_setpoint | 12.0 |
| month | 3.0 |
| outdoor_humidity | 34.5 |
| outdoor_temperature | 6.8486366 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 237.5 |
| wind_speed | 8.65 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 23%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.66213953 |
| air_humidity | -0.950309 |
| air_temperature | -0.08952798 |
| clg_setpoint | 1.4613719 |
| co2_emission | 0.0 |
| day_of_month | 0.951691 |
| diffuse_solar_radiation | -0.74091583 |
| direct_solar_radiation | -0.60986453 |
| hour | 0.9392884 |
| htg_setpoint | -0.89961696 |
| month | -0.932331 |
| outdoor_humidity | 0.619809 |
| outdoor_temperature | -0.43193212 |
| people_occupant | -0.68884265 |
| total_electricity_HVAC | -0.66714394 |
| wind_direction | -0.028730959 |
| wind_speed | 1.7981745 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 24.155113 |
| air_temperature | 22.5338 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 14.080739 |
| month | 3.0 |
| outdoor_humidity | 81.25 |
| outdoor_temperature | 7.7365303 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 180.0 |
| wind_speed | 9.3 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 23%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.22469115 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.888887 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.28238478 |
| air_humidity | 0.6617098 |
| air_temperature | 0.4346589 |
| clg_setpoint | -1.1004535 |
| co2_emission | 0.0 |
| day_of_month | 1.0649695 |
| diffuse_solar_radiation | -0.7409392 |
| direct_solar_radiation | -0.6096497 |
| hour | 1.0837352 |
| htg_setpoint | 1.2866225 |
| month | -0.9317432 |
| outdoor_humidity | 1.3746018 |
| outdoor_temperature | -0.42945445 |
| people_occupant | -0.45057505 |
| total_electricity_HVAC | -0.1294323 |
| wind_direction | -0.123433106 |
| wind_speed | -0.29354745 |
| observation/ | |
| HVAC_electricity_demand_rate | 1768.8705 |
| air_humidity | 45.140484 |
| air_temperature | 23.249931 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 23.25 |
| month | 3.0 |
| outdoor_humidity | 97.0 |
| outdoor_temperature | 7.7592144 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 2328091.0 |
| wind_direction | 170.0 |
| wind_speed | 4.225 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 23%
| action_network/ | |
| Cooling_Setpoint_RL | -0.57236373 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.693272 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.37323058 |
| air_humidity | 1.0632815 |
| air_temperature | 0.18530141 |
| clg_setpoint | -1.1001799 |
| co2_emission | 0.0 |
| day_of_month | 1.1780602 |
| diffuse_solar_radiation | -0.7409567 |
| direct_solar_radiation | -0.6097181 |
| hour | 1.2281734 |
| htg_setpoint | 1.047409 |
| month | -0.9311565 |
| outdoor_humidity | 1.1818615 |
| outdoor_temperature | -0.068221435 |
| people_occupant | -0.4507149 |
| total_electricity_HVAC | -0.4015113 |
| wind_direction | 0.08983803 |
| wind_speed | 0.09858222 |
| observation/ | |
| HVAC_electricity_demand_rate | 1366.2881 |
| air_humidity | 50.37172 |
| air_temperature | 22.90931 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 22.247753 |
| month | 3.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 11.315968 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 1189355.4 |
| wind_direction | 192.5 |
| wind_speed | 5.175 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 23%
| action_network/ | |
| Cooling_Setpoint_RL | 0.3460163 |
| Heating_Setpoint_RL | -0.87986124 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.792805 |
| Heating_Setpoint_RL | 12.67578 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.3176871 |
| air_humidity | 0.8845953 |
| air_temperature | 0.43492207 |
| clg_setpoint | 1.1315533 |
| co2_emission | 0.0 |
| day_of_month | 1.2909219 |
| diffuse_solar_radiation | -0.7409591 |
| direct_solar_radiation | -0.60966456 |
| hour | 1.3726003 |
| htg_setpoint | 1.286105 |
| month | -0.93057096 |
| outdoor_humidity | -0.04199935 |
| outdoor_temperature | 0.37021646 |
| people_occupant | -0.6891945 |
| total_electricity_HVAC | 0.29108799 |
| wind_direction | -1.7323675 |
| wind_speed | 1.2939732 |
| observation/ | |
| HVAC_electricity_demand_rate | 4426.9106 |
| air_humidity | 48.05907 |
| air_temperature | 23.2503 |
| clg_setpoint | 29.13037 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 23.25 |
| month | 3.0 |
| outdoor_humidity | 67.5 |
| outdoor_temperature | 15.633697 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4087714.2 |
| wind_direction | 0.0 |
| wind_speed | 8.075 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 24%
| action_network/ | |
| Cooling_Setpoint_RL | -0.06564134 |
| Heating_Setpoint_RL | 0.0071375966 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.403461 |
| Heating_Setpoint_RL | 17.66515 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.46390322 |
| air_humidity | 0.0762059 |
| air_temperature | -1.3252538 |
| clg_setpoint | 1.4614136 |
| co2_emission | 0.0 |
| day_of_month | 1.40351 |
| diffuse_solar_radiation | -0.7409864 |
| direct_solar_radiation | -0.6096057 |
| hour | 1.5170132 |
| htg_setpoint | 0.6946177 |
| month | -0.9299865 |
| outdoor_humidity | -0.053893935 |
| outdoor_temperature | -0.53313845 |
| people_occupant | -0.6893115 |
| total_electricity_HVAC | 0.41654244 |
| wind_direction | -1.1866553 |
| wind_speed | 1.1386558 |
| observation/ | |
| HVAC_electricity_demand_rate | 5073.626 |
| air_humidity | 37.537846 |
| air_temperature | 20.846785 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 20.769936 |
| month | 3.0 |
| outdoor_humidity | 67.25 |
| outdoor_temperature | 6.7425585 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4611911.0 |
| wind_direction | 57.5 |
| wind_speed | 7.7 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 24%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.61281675 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 14.177906 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.9516096 |
| air_humidity | -0.21875559 |
| air_temperature | -0.37339196 |
| clg_setpoint | 1.1150713 |
| co2_emission | 0.0 |
| day_of_month | 1.5157758 |
| diffuse_solar_radiation | -0.74101746 |
| direct_solar_radiation | -0.6097331 |
| hour | 1.6614089 |
| htg_setpoint | 1.2861539 |
| month | -0.92940307 |
| outdoor_humidity | 0.8459214 |
| outdoor_temperature | -0.91137797 |
| people_occupant | -0.6894283 |
| total_electricity_HVAC | 2.9207346 |
| wind_direction | -0.7837889 |
| wind_speed | 0.5203864 |
| observation/ | |
| HVAC_electricity_demand_rate | 16092.174 |
| air_humidity | 33.69745 |
| air_temperature | 22.146431 |
| clg_setpoint | 29.08763 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 23.25 |
| month | 3.0 |
| outdoor_humidity | 86.0 |
| outdoor_temperature | 3.0171497 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 15090448.0 |
| wind_direction | 100.0 |
| wind_speed | 6.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 25%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.6369743 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 14.04202 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.42129362 |
| air_humidity | -0.22439104 |
| air_temperature | -1.1647624 |
| clg_setpoint | 1.2916267 |
| co2_emission | 0.0 |
| day_of_month | 1.7414855 |
| diffuse_solar_radiation | -0.7410277 |
| direct_solar_radiation | -0.60950404 |
| hour | -1.6613024 |
| htg_setpoint | 0.7196537 |
| month | -0.9288208 |
| outdoor_humidity | 1.5175449 |
| outdoor_temperature | -0.6934195 |
| people_occupant | -0.6890864 |
| total_electricity_HVAC | 0.19373329 |
| wind_direction | -1.4219068 |
| wind_speed | -0.39692494 |
| observation/ | |
| HVAC_electricity_demand_rate | 4886.0605 |
| air_humidity | 33.621197 |
| air_temperature | 21.065918 |
| clg_setpoint | 29.553667 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 20.8749 |
| month | 3.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 5.1586046 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3680701.8 |
| wind_direction | 32.5 |
| wind_speed | 3.975 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 25%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.36896977 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.700455 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.66214186 |
| air_humidity | 0.2960422 |
| air_temperature | -1.0847403 |
| clg_setpoint | 1.4603981 |
| co2_emission | 0.0 |
| day_of_month | -1.6730694 |
| diffuse_solar_radiation | -0.74103177 |
| direct_solar_radiation | -0.6092276 |
| hour | -1.5167621 |
| htg_setpoint | -0.42084688 |
| month | -0.6437865 |
| outdoor_humidity | 0.088545084 |
| outdoor_temperature | -0.7689949 |
| people_occupant | -0.6887449 |
| total_electricity_HVAC | -0.66710716 |
| wind_direction | -1.3967028 |
| wind_speed | -0.5310936 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 40.387947 |
| air_temperature | 21.175129 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 16.092978 |
| month | 4.0 |
| outdoor_humidity | 70.25 |
| outdoor_temperature | 4.4139323 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 35.0 |
| wind_speed | 3.65 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 25%
| action_network/ | |
| Cooling_Setpoint_RL | 0.9480593 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.8247 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.64052033 |
| air_humidity | 0.4121248 |
| air_temperature | -1.1292436 |
| clg_setpoint | 0.072244085 |
| co2_emission | 0.0 |
| day_of_month | -1.5572864 |
| diffuse_solar_radiation | -0.741089 |
| direct_solar_radiation | -0.6089925 |
| hour | -1.3722407 |
| htg_setpoint | -0.8108052 |
| month | -0.6434807 |
| outdoor_humidity | 0.7960922 |
| outdoor_temperature | -0.93743765 |
| people_occupant | -0.6888619 |
| total_electricity_HVAC | -0.6452308 |
| wind_direction | 0.8500069 |
| wind_speed | 0.026092948 |
| observation/ | |
| HVAC_electricity_demand_rate | 182.68532 |
| air_humidity | 41.89668 |
| air_temperature | 21.114616 |
| clg_setpoint | 26.340794 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 14.45831 |
| month | 4.0 |
| outdoor_humidity | 85.0 |
| outdoor_temperature | 2.7542188 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 169706.89 |
| wind_direction | 272.5 |
| wind_speed | 5.0 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 25%
| action_network/ | |
| Cooling_Setpoint_RL | 0.17578736 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.218283 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.65200335 |
| air_humidity | -0.7851312 |
| air_temperature | -1.7135972 |
| clg_setpoint | 1.4606091 |
| co2_emission | 0.0 |
| day_of_month | -1.4419074 |
| diffuse_solar_radiation | -0.74113715 |
| direct_solar_radiation | -0.60910785 |
| hour | -1.2277343 |
| htg_setpoint | -1.3966517 |
| month | -0.6431754 |
| outdoor_humidity | -0.6190932 |
| outdoor_temperature | -0.8115958 |
| people_occupant | -0.6889787 |
| total_electricity_HVAC | -0.65659946 |
| wind_direction | 1.3219831 |
| wind_speed | -0.24253093 |
| observation/ | |
| HVAC_electricity_demand_rate | 131.28433 |
| air_humidity | 26.329634 |
| air_temperature | 20.31726 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 12.0 |
| month | 4.0 |
| outdoor_humidity | 55.5 |
| outdoor_temperature | 3.9896677 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 121595.01 |
| wind_direction | 322.5 |
| wind_speed | 4.35 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 26%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.23748833 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 18.960873 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.9623196 |
| air_humidity | -0.6384327 |
| air_temperature | 0.31339994 |
| clg_setpoint | -0.47165263 |
| co2_emission | 0.0 |
| day_of_month | -1.3268735 |
| diffuse_solar_radiation | -0.7411064 |
| direct_solar_radiation | -0.6092376 |
| hour | -1.0832404 |
| htg_setpoint | 1.2859813 |
| month | -0.6428705 |
| outdoor_humidity | 0.13711762 |
| outdoor_temperature | -0.71528935 |
| people_occupant | -0.6890953 |
| total_electricity_HVAC | 1.9505262 |
| wind_direction | 0.51787317 |
| wind_speed | -0.29394457 |
| observation/ | |
| HVAC_electricity_demand_rate | 11714.07 |
| air_humidity | 28.230421 |
| air_temperature | 23.082762 |
| clg_setpoint | 24.90663 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 23.25 |
| month | 4.0 |
| outdoor_humidity | 71.25 |
| outdoor_temperature | 4.934139 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 11035315.0 |
| wind_direction | 237.5 |
| wind_speed | 4.225 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 26%
| action_network/ | |
| Cooling_Setpoint_RL | 0.36724806 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.864462 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.66181386 |
| air_humidity | -0.24049884 |
| air_temperature | -0.40276343 |
| clg_setpoint | -1.1000456 |
| co2_emission | 0.0 |
| day_of_month | -1.2121314 |
| diffuse_solar_radiation | -0.7411866 |
| direct_solar_radiation | -0.60937685 |
| hour | -0.938756 |
| htg_setpoint | -0.38793823 |
| month | -0.6425661 |
| outdoor_humidity | -0.35457242 |
| outdoor_temperature | -0.7206056 |
| people_occupant | -0.68921185 |
| total_electricity_HVAC | -0.66674536 |
| wind_direction | 0.3522253 |
| wind_speed | -0.7068642 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 33.399544 |
| air_temperature | 22.105713 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 16.227995 |
| month | 4.0 |
| outdoor_humidity | 61.0 |
| outdoor_temperature | 4.881512 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 220.0 |
| wind_speed | 3.225 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 26%
| action_network/ | |
| Cooling_Setpoint_RL | 0.2171618 |
| Heating_Setpoint_RL | -0.10441947 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.357922 |
| Heating_Setpoint_RL | 17.03764 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.23666589 |
| air_humidity | 0.8986249 |
| air_temperature | -0.4584073 |
| clg_setpoint | 0.42589122 |
| co2_emission | 0.0 |
| day_of_month | -1.0976319 |
| diffuse_solar_radiation | -0.44338077 |
| direct_solar_radiation | 0.875242 |
| hour | -0.7942789 |
| htg_setpoint | 0.9951642 |
| month | -0.64226204 |
| outdoor_humidity | 1.277181 |
| outdoor_temperature | -0.23634225 |
| people_occupant | -0.6893282 |
| total_electricity_HVAC | -0.13564089 |
| wind_direction | 0.87262636 |
| wind_speed | -0.80995864 |
| observation/ | |
| HVAC_electricity_demand_rate | 1970.2262 |
| air_humidity | 48.20212 |
| air_temperature | 22.030127 |
| clg_setpoint | 27.271515 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 29.0 |
| direct_solar_radiation | 369.25 |
| hour | 6.0 |
| htg_setpoint | 22.030107 |
| month | 4.0 |
| outdoor_humidity | 95.0 |
| outdoor_temperature | 9.64026 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2301220.2 |
| wind_direction | 275.0 |
| wind_speed | 2.975 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 26%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.10639897 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 18.223494 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.25600436 |
| air_humidity | 1.0034263 |
| air_temperature | 0.4361391 |
| clg_setpoint | 0.44911247 |
| co2_emission | 0.0 |
| day_of_month | -0.98333156 |
| diffuse_solar_radiation | 0.50153756 |
| direct_solar_radiation | 0.82440734 |
| hour | -0.6498071 |
| htg_setpoint | 1.2860093 |
| month | -0.6419584 |
| outdoor_humidity | -0.3312274 |
| outdoor_temperature | 0.5950888 |
| people_occupant | -0.6889879 |
| total_electricity_HVAC | -0.19640385 |
| wind_direction | 0.3991494 |
| wind_speed | -0.55172324 |
| observation/ | |
| HVAC_electricity_demand_rate | 1883.6016 |
| air_humidity | 49.56796 |
| air_temperature | 23.250242 |
| clg_setpoint | 27.33396 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 121.0 |
| direct_solar_radiation | 356.75 |
| hour | 7.0 |
| htg_setpoint | 23.25 |
| month | 4.0 |
| outdoor_humidity | 61.5 |
| outdoor_temperature | 17.809376 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2045938.5 |
| wind_direction | 225.0 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 27%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.27885655 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 16.056433 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.57013285 |
| air_humidity | 0.41807765 |
| air_temperature | 0.9180735 |
| clg_setpoint | 0.89155734 |
| co2_emission | 0.0 |
| day_of_month | -0.8691908 |
| diffuse_solar_radiation | 0.84840095 |
| direct_solar_radiation | 1.2062855 |
| hour | -0.5053389 |
| htg_setpoint | -0.80028945 |
| month | -0.64165527 |
| outdoor_humidity | -0.54681474 |
| outdoor_temperature | 0.8066215 |
| people_occupant | 1.6954159 |
| total_electricity_HVAC | -0.58579594 |
| wind_direction | 0.39882064 |
| wind_speed | -0.86155295 |
| observation/ | |
| HVAC_electricity_demand_rate | 491.71658 |
| air_humidity | 41.96226 |
| air_temperature | 23.9078 |
| clg_setpoint | 28.502083 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 154.75 |
| direct_solar_radiation | 452.0 |
| hour | 8.0 |
| htg_setpoint | 14.4970045 |
| month | 4.0 |
| outdoor_humidity | 57.0 |
| outdoor_temperature | 19.893414 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 415797.62 |
| wind_direction | 225.0 |
| wind_speed | 2.85 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 27%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.8712616 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.7241535 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.1525529 |
| air_humidity | 1.2839026 |
| air_temperature | 0.4348464 |
| clg_setpoint | -1.1006869 |
| co2_emission | 0.0 |
| day_of_month | -0.75517505 |
| diffuse_solar_radiation | 1.5027246 |
| direct_solar_radiation | 0.092322215 |
| hour | -0.36087292 |
| htg_setpoint | -1.3511467 |
| month | -0.64135253 |
| outdoor_humidity | 0.13720036 |
| outdoor_temperature | 0.7699388 |
| people_occupant | 1.6950376 |
| total_electricity_HVAC | 0.089586414 |
| wind_direction | 0.09104843 |
| wind_speed | -0.7581511 |
| observation/ | |
| HVAC_electricity_demand_rate | 3691.5073 |
| air_humidity | 53.21668 |
| air_temperature | 23.249147 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 218.5 |
| direct_solar_radiation | 174.75 |
| hour | 9.0 |
| htg_setpoint | 12.1870775 |
| month | 4.0 |
| outdoor_humidity | 71.25 |
| outdoor_temperature | 19.534449 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 3241410.0 |
| wind_direction | 192.5 |
| wind_speed | 3.1 |
| train/ | |
| approx_kl | 0.008472549 |
| clip_fraction | 0.0835 |
| clip_range | 0.2 |
| entropy_loss | -2.45 |
| explained_variance | 0.724 |
| learning_rate | 0.0003 |
| loss | 0.185 |
| n_updates | 730 |
| policy_gradient_loss | -0.0106 |
| std | 0.823 |
| value_loss | 0.825 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 27%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.7019806 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.676359 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.14934868 |
| air_humidity | 1.1773849 |
| air_temperature | 0.43411005 |
| clg_setpoint | -1.1005371 |
| co2_emission | 0.0 |
| day_of_month | -0.6412539 |
| diffuse_solar_radiation | 1.9617485 |
| direct_solar_radiation | 1.016481 |
| hour | -0.21640813 |
| htg_setpoint | 1.2715805 |
| month | -0.6410502 |
| outdoor_humidity | -1.1597618 |
| outdoor_temperature | 0.90658295 |
| people_occupant | 1.69466 |
| total_electricity_HVAC | 0.105872646 |
| wind_direction | 0.8251992 |
| wind_speed | 1.9586177 |
| observation/ | |
| HVAC_electricity_demand_rate | 3676.9934 |
| air_humidity | 51.846508 |
| air_temperature | 23.24828 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 263.25 |
| direct_solar_radiation | 404.75 |
| hour | 10.0 |
| htg_setpoint | 23.190483 |
| month | 4.0 |
| outdoor_humidity | 44.25 |
| outdoor_temperature | 20.877071 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 3309294.2 |
| wind_direction | 270.0 |
| wind_speed | 9.675 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 28%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.60149115 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 14.241612 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.55434483 |
| air_humidity | -1.5177106 |
| air_temperature | 0.43465668 |
| clg_setpoint | -1.100485 |
| co2_emission | 0.0 |
| day_of_month | -0.52740157 |
| diffuse_solar_radiation | 1.0786414 |
| direct_solar_radiation | 2.7148085 |
| hour | -0.07194384 |
| htg_setpoint | -1.3956201 |
| month | -0.6407484 |
| outdoor_humidity | -2.249691 |
| outdoor_temperature | -0.005133703 |
| people_occupant | 1.2176088 |
| total_electricity_HVAC | -0.56439453 |
| wind_direction | 1.2507426 |
| wind_speed | 2.2740571 |
| observation/ | |
| HVAC_electricity_demand_rate | 562.34515 |
| air_humidity | 16.832825 |
| air_temperature | 23.248861 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 177.25 |
| direct_solar_radiation | 827.75 |
| hour | 11.0 |
| htg_setpoint | 12.0 |
| month | 4.0 |
| outdoor_humidity | 21.5 |
| outdoor_temperature | 11.92674 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 505976.78 |
| wind_direction | 315.0 |
| wind_speed | 10.45 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 28%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.60408086 |
| air_humidity | -1.8005749 |
| air_temperature | 0.4352564 |
| clg_setpoint | -1.100392 |
| co2_emission | 0.0 |
| day_of_month | -0.41359648 |
| diffuse_solar_radiation | 0.38818082 |
| direct_solar_radiation | 3.168572 |
| hour | 0.07252033 |
| htg_setpoint | 0.6630757 |
| month | -0.6404469 |
| outdoor_humidity | -2.4490745 |
| outdoor_temperature | -0.2733625 |
| people_occupant | 0.26401842 |
| total_electricity_HVAC | -0.6127737 |
| wind_direction | 1.6047608 |
| wind_speed | 0.46779507 |
| observation/ | |
| HVAC_electricity_demand_rate | 341.53558 |
| air_humidity | 13.128103 |
| air_temperature | 23.249424 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 110.0 |
| direct_solar_radiation | 941.5 |
| hour | 12.0 |
| htg_setpoint | 20.634823 |
| month | 4.0 |
| outdoor_humidity | 17.25 |
| outdoor_temperature | 9.292376 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 302988.7 |
| wind_direction | 352.5 |
| wind_speed | 6.075 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 28%
| action_network/ | |
| Cooling_Setpoint_RL | 0.07881731 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.891008 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.66144395 |
| air_humidity | -1.4268241 |
| air_temperature | -0.16220261 |
| clg_setpoint | -1.1002063 |
| co2_emission | 0.0 |
| day_of_month | -0.2998215 |
| diffuse_solar_radiation | 1.6181203 |
| direct_solar_radiation | -0.61017793 |
| hour | 0.21698445 |
| htg_setpoint | 0.026029512 |
| month | -0.6401459 |
| outdoor_humidity | -0.099480145 |
| outdoor_temperature | -0.26968652 |
| people_occupant | -0.68922895 |
| total_electricity_HVAC | -0.666352 |
| wind_direction | -0.07610258 |
| wind_speed | 0.31345913 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 17.960545 |
| air_temperature | 22.434958 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 229.75 |
| direct_solar_radiation | 0.0 |
| hour | 13.0 |
| htg_setpoint | 17.96154 |
| month | 4.0 |
| outdoor_humidity | 66.25 |
| outdoor_temperature | 9.327194 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 175.0 |
| wind_speed | 5.7 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 28%
| action_network/ | |
| Cooling_Setpoint_RL | 0.95713574 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.855333 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6613543 |
| air_humidity | -0.9860111 |
| air_temperature | 0.072546914 |
| clg_setpoint | -0.12052261 |
| co2_emission | 0.0 |
| day_of_month | -0.18606368 |
| diffuse_solar_radiation | 1.2172871 |
| direct_solar_radiation | 1.8787136 |
| hour | 0.36144826 |
| htg_setpoint | -1.1713412 |
| month | -0.63984525 |
| outdoor_humidity | -0.87838864 |
| outdoor_temperature | -0.16447267 |
| people_occupant | -0.68889034 |
| total_electricity_HVAC | -0.6662594 |
| wind_direction | -0.43076423 |
| wind_speed | 0.5712251 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 23.684212 |
| air_temperature | 22.75425 |
| clg_setpoint | 25.83415 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 190.75 |
| direct_solar_radiation | 620.25 |
| hour | 14.0 |
| htg_setpoint | 12.937676 |
| month | 4.0 |
| outdoor_humidity | 50.0 |
| outdoor_temperature | 10.355911 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 137.5 |
| wind_speed | 6.325 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 29%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.92495334 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 22.827862 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5225383 |
| air_humidity | 0.9621607 |
| air_temperature | 0.4362808 |
| clg_setpoint | -1.1007994 |
| co2_emission | 0.0 |
| day_of_month | -0.07231438 |
| diffuse_solar_radiation | 0.39312962 |
| direct_solar_radiation | -0.60996854 |
| hour | 0.5059112 |
| htg_setpoint | 1.1207882 |
| month | -0.6395451 |
| outdoor_humidity | 1.5162321 |
| outdoor_temperature | -0.2458762 |
| people_occupant | 1.6949962 |
| total_electricity_HVAC | -0.5340407 |
| wind_direction | -0.714685 |
| wind_speed | -0.34628108 |
| observation/ | |
| HVAC_electricity_demand_rate | 700.784 |
| air_humidity | 49.016407 |
| air_temperature | 23.24959 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 110.5 |
| direct_solar_radiation | 0.0 |
| hour | 15.0 |
| htg_setpoint | 22.55391 |
| month | 4.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 9.555471 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 630705.56 |
| wind_direction | 107.5 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 29%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.23669726 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.29358 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.18781914 |
| air_humidity | 0.9608438 |
| air_temperature | 0.43561697 |
| clg_setpoint | -1.1007212 |
| co2_emission | 0.0 |
| day_of_month | 0.041430797 |
| diffuse_solar_radiation | 0.7398989 |
| direct_solar_radiation | 1.2303504 |
| hour | 0.65037227 |
| htg_setpoint | -0.6556989 |
| month | -0.63924533 |
| outdoor_humidity | -1.2502974 |
| outdoor_temperature | 0.9284165 |
| people_occupant | 1.6946201 |
| total_electricity_HVAC | 0.14249998 |
| wind_direction | 0.682388 |
| wind_speed | 1.0358468 |
| observation/ | |
| HVAC_electricity_demand_rate | 3843.7874 |
| air_humidity | 49.008247 |
| air_temperature | 23.248747 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 144.25 |
| direct_solar_radiation | 458.75 |
| hour | 16.0 |
| htg_setpoint | 15.10092 |
| month | 4.0 |
| outdoor_humidity | 42.25 |
| outdoor_temperature | 21.067793 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 3459408.5 |
| wind_direction | 255.0 |
| wind_speed | 7.45 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 29%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.105484545 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.21835 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5543718 |
| air_humidity | 0.6099708 |
| air_temperature | 0.4360577 |
| clg_setpoint | -1.1005378 |
| co2_emission | 0.0 |
| day_of_month | 0.15517202 |
| diffuse_solar_radiation | -0.25923645 |
| direct_solar_radiation | -0.60989076 |
| hour | 0.7948304 |
| htg_setpoint | -1.2994921 |
| month | -0.638946 |
| outdoor_humidity | 1.1802307 |
| outdoor_temperature | -0.28572297 |
| people_occupant | 1.6942447 |
| total_electricity_HVAC | -0.56435245 |
| wind_direction | -0.90442437 |
| wind_speed | 0.2625536 |
| observation/ | |
| HVAC_electricity_demand_rate | 559.8934 |
| air_humidity | 44.448944 |
| air_temperature | 23.249447 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 47.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 12.40076 |
| month | 4.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 9.16797 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 503904.03 |
| wind_direction | 87.5 |
| wind_speed | 5.575 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 29%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6607572 |
| air_humidity | -0.021987954 |
| air_temperature | 0.43614432 |
| clg_setpoint | -1.1004345 |
| co2_emission | 0.0 |
| day_of_month | 0.26890522 |
| diffuse_solar_radiation | -0.5880312 |
| direct_solar_radiation | -0.6096128 |
| hour | 0.9392839 |
| htg_setpoint | -0.38955647 |
| month | -0.6386471 |
| outdoor_humidity | -0.041701417 |
| outdoor_temperature | -0.3039799 |
| people_occupant | 0.5022913 |
| total_electricity_HVAC | -0.6656622 |
| wind_direction | -1.2351518 |
| wind_speed | -0.2431871 |
| observation/ | |
| HVAC_electricity_demand_rate | 89.37615 |
| air_humidity | 36.23694 |
| air_temperature | 23.249609 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 15.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 16.219774 |
| month | 4.0 |
| outdoor_humidity | 67.5 |
| outdoor_temperature | 8.987047 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 80438.54 |
| wind_direction | 52.5 |
| wind_speed | 4.35 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 30%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.15901828 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.730522 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6612612 |
| air_humidity | -0.63380766 |
| air_temperature | 0.43639246 |
| clg_setpoint | -1.1002502 |
| co2_emission | 0.0 |
| day_of_month | 0.3826221 |
| diffuse_solar_radiation | -0.7421784 |
| direct_solar_radiation | -0.60970277 |
| hour | 1.083731 |
| htg_setpoint | -0.6223782 |
| month | -0.6383486 |
| outdoor_humidity | -0.50859386 |
| outdoor_temperature | -0.49416745 |
| people_occupant | -0.4511459 |
| total_electricity_HVAC | -0.66613775 |
| wind_direction | -0.23994926 |
| wind_speed | -0.6043921 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 28.284138 |
| air_temperature | 23.249926 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 15.242533 |
| month | 4.0 |
| outdoor_humidity | 57.75 |
| outdoor_temperature | 7.1222663 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 157.5 |
| wind_speed | 3.475 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 30%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.3856781 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 19.79444 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.5209284 |
| air_humidity | -0.5149599 |
| air_temperature | 0.06355925 |
| clg_setpoint | 1.4590856 |
| co2_emission | 0.0 |
| day_of_month | 0.4963102 |
| diffuse_solar_radiation | -0.7422354 |
| direct_solar_radiation | -0.60942525 |
| hour | 1.2281697 |
| htg_setpoint | 1.240106 |
| month | -0.6380505 |
| outdoor_humidity | 0.37775373 |
| outdoor_temperature | -0.30629787 |
| people_occupant | -0.68913066 |
| total_electricity_HVAC | 2.6613655 |
| wind_direction | -1.0686201 |
| wind_speed | 0.5208773 |
| observation/ | |
| HVAC_electricity_demand_rate | 14160.819 |
| air_humidity | 29.825449 |
| air_temperature | 22.742224 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 23.057661 |
| month | 4.0 |
| outdoor_humidity | 76.25 |
| outdoor_temperature | 8.959914 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 13987034.0 |
| wind_direction | 70.0 |
| wind_speed | 6.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 30%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.6377515 |
| air_humidity | -0.5135846 |
| air_temperature | 0.43635488 |
| clg_setpoint | 1.4580256 |
| co2_emission | 0.0 |
| day_of_month | 0.60995287 |
| diffuse_solar_radiation | -0.74228114 |
| direct_solar_radiation | -0.60914814 |
| hour | 1.3725971 |
| htg_setpoint | 1.2859416 |
| month | -0.63775283 |
| outdoor_humidity | 1.1795983 |
| outdoor_temperature | -0.4601917 |
| people_occupant | -0.6887937 |
| total_electricity_HVAC | 1.6159878 |
| wind_direction | 0.7081934 |
| wind_speed | 0.7261503 |
| observation/ | |
| HVAC_electricity_demand_rate | 10256.815 |
| air_humidity | 29.842115 |
| air_temperature | 23.248861 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 23.25 |
| month | 4.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 7.450322 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 9619455.0 |
| wind_direction | 257.5 |
| wind_speed | 6.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 31%
| action_network/ | |
| Cooling_Setpoint_RL | -0.17017221 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.050669 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.0724225 |
| air_humidity | -0.16466874 |
| air_temperature | 0.36655578 |
| clg_setpoint | -0.77412105 |
| co2_emission | 0.0 |
| day_of_month | 0.7235292 |
| diffuse_solar_radiation | -0.7423076 |
| direct_solar_radiation | -0.60893565 |
| hour | 1.5170108 |
| htg_setpoint | 1.2630371 |
| month | -0.6374556 |
| outdoor_humidity | -0.11451427 |
| outdoor_temperature | -0.30471936 |
| people_occupant | -0.6889091 |
| total_electricity_HVAC | 2.3886662 |
| wind_direction | 0.5183728 |
| wind_speed | -0.14138114 |
| observation/ | |
| HVAC_electricity_demand_rate | 12179.429 |
| air_humidity | 34.37353 |
| air_temperature | 23.153725 |
| clg_setpoint | 24.111969 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 23.153654 |
| month | 4.0 |
| outdoor_humidity | 66.0 |
| outdoor_temperature | 8.970932 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 12850014.0 |
| wind_direction | 237.5 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 31%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.25205487 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 16.207191 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.66109157 |
| air_humidity | 0.5533313 |
| air_temperature | -1.2305733 |
| clg_setpoint | 0.41545063 |
| co2_emission | 0.0 |
| day_of_month | 0.8370145 |
| diffuse_solar_radiation | -0.74231416 |
| direct_solar_radiation | -0.609109 |
| hour | 1.6614075 |
| htg_setpoint | -0.032589257 |
| month | -0.63715875 |
| outdoor_humidity | 0.5926838 |
| outdoor_temperature | -0.16007994 |
| people_occupant | -0.6890243 |
| total_electricity_HVAC | -0.6659529 |
| wind_direction | 0.44717675 |
| wind_speed | -1.0704002 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 43.695103 |
| air_temperature | 20.98091 |
| clg_setpoint | 27.2493 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 17.716318 |
| month | 4.0 |
| outdoor_humidity | 80.75 |
| outdoor_temperature | 10.386933 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 230.0 |
| wind_speed | 2.35 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 31%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.7580443 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 13.361001 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.91833645 |
| air_humidity | 0.8319024 |
| air_temperature | 0.43750882 |
| clg_setpoint | 1.3124719 |
| co2_emission | 0.0 |
| day_of_month | 1.0643418 |
| diffuse_solar_radiation | -0.74235904 |
| direct_solar_radiation | -0.6088903 |
| hour | -1.6613028 |
| htg_setpoint | 1.2857531 |
| month | -0.63686234 |
| outdoor_humidity | 1.3232194 |
| outdoor_temperature | -0.14180414 |
| people_occupant | -0.6891394 |
| total_electricity_HVAC | 0.8379676 |
| wind_direction | -0.76105946 |
| wind_speed | -1.2557161 |
| observation/ | |
| HVAC_electricity_demand_rate | 7072.169 |
| air_humidity | 47.31495 |
| air_temperature | 23.250189 |
| clg_setpoint | 29.614645 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 23.25 |
| month | 4.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 10.565836 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 6364952.0 |
| wind_direction | 102.5 |
| wind_speed | 1.9 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 32%
| action_network/ | |
| Cooling_Setpoint_RL | -0.92112947 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.516188 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.4502152 |
| air_humidity | 0.10171922 |
| air_temperature | 0.43729088 |
| clg_setpoint | -0.7122444 |
| co2_emission | 0.0 |
| day_of_month | 1.1775414 |
| diffuse_solar_radiation | -0.74244666 |
| direct_solar_radiation | -0.60906875 |
| hour | -1.5167638 |
| htg_setpoint | 1.2857558 |
| month | -0.63656634 |
| outdoor_humidity | 0.70011544 |
| outdoor_temperature | -0.15712668 |
| people_occupant | -0.68925434 |
| total_electricity_HVAC | 1.4244668 |
| wind_direction | -1.0690553 |
| wind_speed | -0.9667194 |
| observation/ | |
| HVAC_electricity_demand_rate | 9423.043 |
| air_humidity | 37.842587 |
| air_temperature | 23.249966 |
| clg_setpoint | 24.273552 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 4.0 |
| outdoor_humidity | 83.0 |
| outdoor_temperature | 10.418147 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 8815402.0 |
| wind_direction | 70.0 |
| wind_speed | 2.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 32%
| action_network/ | |
| Cooling_Setpoint_RL | -0.39592874 |
| Heating_Setpoint_RL | 0.39171892 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.28874 |
| Heating_Setpoint_RL | 19.828419 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.5463252 |
| air_humidity | 0.33420527 |
| air_temperature | 0.43725002 |
| clg_setpoint | 0.067027345 |
| co2_emission | 0.0 |
| day_of_month | 1.2905394 |
| diffuse_solar_radiation | -0.7423718 |
| direct_solar_radiation | -0.6092024 |
| hour | -1.3722432 |
| htg_setpoint | 1.2855443 |
| month | -0.63627076 |
| outdoor_humidity | 0.70027065 |
| outdoor_temperature | 0.051015526 |
| people_occupant | -0.68936914 |
| total_electricity_HVAC | 0.48371345 |
| wind_direction | 0.49503267 |
| wind_speed | -0.6053906 |
| observation/ | |
| HVAC_electricity_demand_rate | 5425.632 |
| air_humidity | 40.86227 |
| air_temperature | 23.249931 |
| clg_setpoint | 26.328608 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 23.25 |
| month | 4.0 |
| outdoor_humidity | 83.0 |
| outdoor_temperature | 12.455125 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4883069.0 |
| wind_direction | 235.0 |
| wind_speed | 3.475 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 32%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.5851827 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 20.916653 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.15507294 |
| air_humidity | 1.015381 |
| air_temperature | 0.43714306 |
| clg_setpoint | 0.2743656 |
| co2_emission | 0.0 |
| day_of_month | 1.4032937 |
| diffuse_solar_radiation | -0.74236315 |
| direct_solar_radiation | -0.60924137 |
| hour | -1.2277375 |
| htg_setpoint | 1.2852867 |
| month | -0.6359756 |
| outdoor_humidity | 0.53220755 |
| outdoor_temperature | 0.4380118 |
| people_occupant | -0.6890333 |
| total_electricity_HVAC | 0.503521 |
| wind_direction | -1.2825059 |
| wind_speed | 0.1588609 |
| observation/ | |
| HVAC_electricity_demand_rate | 3694.9224 |
| air_humidity | 49.70266 |
| air_temperature | 23.249815 |
| clg_setpoint | 26.87502 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 23.25 |
| month | 4.0 |
| outdoor_humidity | 79.5 |
| outdoor_temperature | 16.239 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4964624.0 |
| wind_direction | 47.5 |
| wind_speed | 5.325 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 32%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.09388 |
| air_humidity | -0.45724016 |
| air_temperature | 0.4371878 |
| clg_setpoint | 1.4585307 |
| co2_emission | 0.0 |
| day_of_month | 1.5157586 |
| diffuse_solar_radiation | -0.7424427 |
| direct_solar_radiation | -0.60937643 |
| hour | -1.083244 |
| htg_setpoint | 1.2852567 |
| month | -0.6356808 |
| outdoor_humidity | 0.376698 |
| outdoor_temperature | -0.2871159 |
| people_occupant | -0.688698 |
| total_electricity_HVAC | 1.3302926 |
| wind_direction | -0.7605596 |
| wind_speed | -0.24396524 |
| observation/ | |
| HVAC_electricity_demand_rate | 7842.8374 |
| air_humidity | 30.602814 |
| air_temperature | 23.249998 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 23.25 |
| month | 4.0 |
| outdoor_humidity | 76.25 |
| outdoor_temperature | 9.153632 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 8417388.0 |
| wind_direction | 102.5 |
| wind_speed | 4.35 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 33%
| action_network/ | |
| Cooling_Setpoint_RL | -0.62244606 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.524244 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.570291 |
| air_humidity | 1.0357718 |
| air_temperature | -0.21881731 |
| clg_setpoint | 1.458636 |
| co2_emission | 0.0 |
| day_of_month | 1.6278847 |
| diffuse_solar_radiation | -0.6116814 |
| direct_solar_radiation | -0.6091146 |
| hour | -0.93876 |
| htg_setpoint | 0.9418572 |
| month | -0.63538647 |
| outdoor_humidity | 1.5157313 |
| outdoor_temperature | -0.015066168 |
| people_occupant | -0.68881285 |
| total_electricity_HVAC | -0.6443164 |
| wind_direction | -0.68913376 |
| wind_speed | -0.86321056 |
| observation/ | |
| HVAC_electricity_demand_rate | 488.23508 |
| air_humidity | 49.96555 |
| air_temperature | 22.358953 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 12.75 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 21.811344 |
| month | 4.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 11.811635 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 168603.0 |
| wind_direction | 110.0 |
| wind_speed | 2.85 |
| train/ | |
| approx_kl | 0.008993258 |
| clip_fraction | 0.0933 |
| clip_range | 0.2 |
| entropy_loss | -2.42 |
| explained_variance | 0.643 |
| learning_rate | 0.0003 |
| loss | 0.149 |
| n_updates | 740 |
| policy_gradient_loss | -0.0111 |
| std | 0.812 |
| value_loss | 0.601 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 33%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6150862 |
| air_humidity | 0.7117055 |
| air_temperature | -0.22565736 |
| clg_setpoint | 1.289383 |
| co2_emission | 0.0 |
| day_of_month | -1.6726786 |
| diffuse_solar_radiation | 0.28112003 |
| direct_solar_radiation | 0.52930963 |
| hour | -0.79428315 |
| htg_setpoint | 0.3941109 |
| month | -0.3490506 |
| outdoor_humidity | -0.020107605 |
| outdoor_temperature | -0.4033632 |
| people_occupant | -0.68892765 |
| total_electricity_HVAC | -0.6219206 |
| wind_direction | -1.4471285 |
| wind_speed | -0.38756642 |
| observation/ | |
| HVAC_electricity_demand_rate | 290.5216 |
| air_humidity | 45.777977 |
| air_temperature | 22.35002 |
| clg_setpoint | 29.553055 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 99.75 |
| direct_solar_radiation | 283.5 |
| hour | 6.0 |
| htg_setpoint | 19.51545 |
| month | 5.0 |
| outdoor_humidity | 68.0 |
| outdoor_temperature | 8.020391 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 262321.75 |
| wind_direction | 30.0 |
| wind_speed | 4.0 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 33%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.06367099 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 17.26685 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6611332 |
| air_humidity | -0.7870605 |
| air_temperature | -0.37996468 |
| clg_setpoint | 1.4587013 |
| co2_emission | 0.0 |
| day_of_month | -1.5569693 |
| diffuse_solar_radiation | 0.811404 |
| direct_solar_radiation | 1.379348 |
| hour | -0.64981145 |
| htg_setpoint | 0.053360663 |
| month | -0.34892163 |
| outdoor_humidity | -1.2301755 |
| outdoor_temperature | 0.09677085 |
| people_occupant | -0.68904227 |
| total_electricity_HVAC | -0.66595787 |
| wind_direction | -1.3988297 |
| wind_speed | 0.57298166 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 26.33508 |
| air_temperature | 22.140747 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 151.5 |
| direct_solar_radiation | 495.25 |
| hour | 7.0 |
| htg_setpoint | 18.085554 |
| month | 5.0 |
| outdoor_humidity | 42.75 |
| outdoor_temperature | 12.904068 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 35.0 |
| wind_speed | 6.325 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 34%
| action_network/ | |
| Cooling_Setpoint_RL | 0.7586825 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.185555 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.45117188 |
| air_humidity | 0.0017325399 |
| air_temperature | 0.58459145 |
| clg_setpoint | 0.739341 |
| co2_emission | 0.0 |
| day_of_month | -1.4416475 |
| diffuse_solar_radiation | 1.2033601 |
| direct_solar_radiation | -0.59111065 |
| hour | -0.5053433 |
| htg_setpoint | 1.2839755 |
| month | -0.34879276 |
| outdoor_humidity | 0.41281173 |
| outdoor_temperature | 0.10303458 |
| people_occupant | 1.6942807 |
| total_electricity_HVAC | 0.08702447 |
| wind_direction | -1.350475 |
| wind_speed | 2.3169436 |
| observation/ | |
| HVAC_electricity_demand_rate | 1014.2149 |
| air_humidity | 36.56092 |
| air_temperature | 23.450329 |
| clg_setpoint | 28.102715 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 189.75 |
| direct_solar_radiation | 4.5 |
| hour | 8.0 |
| htg_setpoint | 23.25 |
| month | 5.0 |
| outdoor_humidity | 77.0 |
| outdoor_temperature | 12.966804 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 3221924.8 |
| wind_direction | 40.0 |
| wind_speed | 10.55 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 34%
| action_network/ | |
| Cooling_Setpoint_RL | 0.29162705 |
| Heating_Setpoint_RL | 0.86428124 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.609241 |
| Heating_Setpoint_RL | 22.486582 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.53064084 |
| air_humidity | 0.038738232 |
| air_temperature | 0.43646777 |
| clg_setpoint | 0.2484405 |
| co2_emission | 0.0 |
| day_of_month | -1.3266568 |
| diffuse_solar_radiation | 0.58535206 |
| direct_solar_radiation | -0.6089096 |
| hour | -0.3608774 |
| htg_setpoint | 1.2837652 |
| month | -0.34866408 |
| outdoor_humidity | 1.3358693 |
| outdoor_temperature | 0.018852994 |
| people_occupant | -0.68927103 |
| total_electricity_HVAC | 0.46860948 |
| wind_direction | -1.5858899 |
| wind_speed | -0.96662045 |
| observation/ | |
| HVAC_electricity_demand_rate | 5348.9707 |
| air_humidity | 37.04207 |
| air_temperature | 23.249458 |
| clg_setpoint | 26.808266 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 129.5 |
| direct_solar_radiation | 0.0 |
| hour | 9.0 |
| htg_setpoint | 23.25 |
| month | 5.0 |
| outdoor_humidity | 96.25 |
| outdoor_temperature | 12.146067 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4814073.5 |
| wind_direction | 15.0 |
| wind_speed | 2.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 34%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.7037297 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 21.583479 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6610118 |
| air_humidity | 1.17324 |
| air_temperature | 0.13992164 |
| clg_setpoint | -0.88979095 |
| co2_emission | 0.0 |
| day_of_month | -1.211945 |
| diffuse_solar_radiation | 2.4289215 |
| direct_solar_radiation | -0.48214278 |
| hour | -0.21641265 |
| htg_setpoint | 0.48367757 |
| month | -0.3485355 |
| outdoor_humidity | 0.9275564 |
| outdoor_temperature | 0.40976375 |
| people_occupant | -0.6889368 |
| total_electricity_HVAC | -0.66583896 |
| wind_direction | 0.16733895 |
| wind_speed | -0.70792645 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 51.75169 |
| air_temperature | 22.846998 |
| clg_setpoint | 23.8054 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 309.25 |
| direct_solar_radiation | 31.5 |
| hour | 10.0 |
| htg_setpoint | 19.893824 |
| month | 5.0 |
| outdoor_humidity | 87.75 |
| outdoor_temperature | 15.959753 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 200.0 |
| wind_speed | 3.225 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 34%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.48714566 |
| air_humidity | 1.363788 |
| air_temperature | 0.43621632 |
| clg_setpoint | -1.1004283 |
| co2_emission | 0.0 |
| day_of_month | -1.0974653 |
| diffuse_solar_radiation | 2.8121836 |
| direct_solar_radiation | -0.5422864 |
| hour | -0.07194838 |
| htg_setpoint | 1.2830228 |
| month | -0.3484071 |
| outdoor_humidity | 0.8911145 |
| outdoor_temperature | 0.2687221 |
| people_occupant | 1.2183963 |
| total_electricity_HVAC | -0.50032216 |
| wind_direction | -0.40093917 |
| wind_speed | -0.6041733 |
| observation/ | |
| HVAC_electricity_demand_rate | 854.17957 |
| air_humidity | 54.23031 |
| air_temperature | 23.249147 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 346.75 |
| direct_solar_radiation | 16.5 |
| hour | 11.0 |
| htg_setpoint | 23.25 |
| month | 5.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 14.585043 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 768761.6 |
| wind_direction | 140.0 |
| wind_speed | 3.475 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 35%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.50586975 |
| air_humidity | 1.6548951 |
| air_temperature | 0.43641832 |
| clg_setpoint | -1.1002858 |
| co2_emission | 0.0 |
| day_of_month | -0.98317486 |
| diffuse_solar_radiation | 0.72784966 |
| direct_solar_radiation | -0.6083307 |
| hour | 0.07251578 |
| htg_setpoint | 1.2824527 |
| month | -0.34827882 |
| outdoor_humidity | 1.4775946 |
| outdoor_temperature | 0.17387469 |
| people_occupant | 0.26461324 |
| total_electricity_HVAC | -0.51814663 |
| wind_direction | -0.99280936 |
| wind_speed | 0.15975086 |
| observation/ | |
| HVAC_electricity_demand_rate | 771.35236 |
| air_humidity | 58.019817 |
| air_temperature | 23.2495 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 143.5 |
| direct_solar_radiation | 0.0 |
| hour | 12.0 |
| htg_setpoint | 23.25 |
| month | 5.0 |
| outdoor_humidity | 99.25 |
| outdoor_temperature | 13.660457 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 694217.1 |
| wind_direction | 77.5 |
| wind_speed | 5.325 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 35%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4515952 |
| air_humidity | 1.6562381 |
| air_temperature | 0.5238056 |
| clg_setpoint | -1.0453637 |
| co2_emission | 0.0 |
| day_of_month | -0.86903596 |
| diffuse_solar_radiation | 1.9605906 |
| direct_solar_radiation | -0.5658715 |
| hour | 0.21697989 |
| htg_setpoint | -0.015674079 |
| month | -0.34815067 |
| outdoor_humidity | 1.5120324 |
| outdoor_temperature | 0.23764946 |
| people_occupant | 1.2178577 |
| total_electricity_HVAC | -0.4664827 |
| wind_direction | -0.5658288 |
| wind_speed | -0.057191934 |
| observation/ | |
| HVAC_electricity_demand_rate | 1010.62384 |
| air_humidity | 58.063034 |
| air_temperature | 23.368177 |
| clg_setpoint | 23.3948 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 263.75 |
| direct_solar_radiation | 10.5 |
| hour | 13.0 |
| htg_setpoint | 17.803993 |
| month | 5.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 14.282172 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 909561.44 |
| wind_direction | 122.5 |
| wind_speed | 4.8 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 35%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.30972132 |
| air_humidity | 1.1078621 |
| air_temperature | 0.435682 |
| clg_setpoint | -1.0998662 |
| co2_emission | 0.0 |
| day_of_month | -0.75501513 |
| diffuse_solar_radiation | 3.004786 |
| direct_solar_radiation | 0.18061635 |
| hour | 0.3614437 |
| htg_setpoint | -0.02373073 |
| month | -0.3480227 |
| outdoor_humidity | -1.052776 |
| outdoor_temperature | 0.9968743 |
| people_occupant | 1.694243 |
| total_electricity_HVAC | 0.25823042 |
| wind_direction | 0.47672307 |
| wind_speed | 0.9241205 |
| observation/ | |
| HVAC_electricity_demand_rate | 4368.957 |
| air_humidity | 50.972992 |
| air_temperature | 23.24881 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 365.75 |
| direct_solar_radiation | 196.25 |
| hour | 14.0 |
| htg_setpoint | 17.771923 |
| month | 5.0 |
| outdoor_humidity | 46.5 |
| outdoor_temperature | 21.679289 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 3932061.2 |
| wind_direction | 232.5 |
| wind_speed | 7.175 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 35%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.9687606 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.07428 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.29896197 |
| air_humidity | 0.22454265 |
| air_temperature | 0.43591958 |
| clg_setpoint | -1.0996212 |
| co2_emission | 0.0 |
| day_of_month | -0.6410833 |
| diffuse_solar_radiation | 0.9830144 |
| direct_solar_radiation | 2.0134556 |
| hour | 0.5059066 |
| htg_setpoint | -1.3988694 |
| month | -0.34789485 |
| outdoor_humidity | -1.6393698 |
| outdoor_temperature | 0.9249266 |
| people_occupant | 1.6938734 |
| total_electricity_HVAC | 0.24728765 |
| wind_direction | 1.4708121 |
| wind_speed | 0.31505662 |
| observation/ | |
| HVAC_electricity_demand_rate | 4320.6997 |
| air_humidity | 39.51334 |
| air_temperature | 23.249191 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 168.5 |
| direct_solar_radiation | 652.5 |
| hour | 15.0 |
| htg_setpoint | 12.0 |
| month | 5.0 |
| outdoor_humidity | 34.25 |
| outdoor_temperature | 20.979906 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 3885778.8 |
| wind_direction | 337.5 |
| wind_speed | 5.7 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 36%
| action_network/ | |
| Cooling_Setpoint_RL | -0.18855989 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.98861 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6610046 |
| air_humidity | -0.46970734 |
| air_temperature | 1.3025349 |
| clg_setpoint | 1.4575988 |
| co2_emission | 0.0 |
| day_of_month | -0.52721566 |
| diffuse_solar_radiation | 0.58330154 |
| direct_solar_radiation | 1.8364259 |
| hour | 0.65036774 |
| htg_setpoint | -1.398606 |
| month | -0.3477671 |
| outdoor_humidity | -0.3209415 |
| outdoor_temperature | 0.2537205 |
| people_occupant | -0.6891738 |
| total_electricity_HVAC | -0.6658183 |
| wind_direction | -0.021271158 |
| wind_speed | 0.98661196 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 30.506346 |
| air_temperature | 24.423594 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 129.5 |
| direct_solar_radiation | 608.75 |
| hour | 16.0 |
| htg_setpoint | 12.0 |
| month | 5.0 |
| outdoor_humidity | 61.75 |
| outdoor_temperature | 14.445311 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 180.0 |
| wind_speed | 7.325 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 36%
| action_network/ | |
| Cooling_Setpoint_RL | -0.3767002 |
| Heating_Setpoint_RL | 0.30673134 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.353638 |
| Heating_Setpoint_RL | 19.350365 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.523027 |
| air_humidity | -0.590755 |
| air_temperature | 0.9701276 |
| clg_setpoint | 0.021653323 |
| co2_emission | 0.0 |
| day_of_month | -0.4133917 |
| diffuse_solar_radiation | 0.34485427 |
| direct_solar_radiation | 0.93811387 |
| hour | 0.7948259 |
| htg_setpoint | -0.9690355 |
| month | -0.34763956 |
| outdoor_humidity | -0.93183273 |
| outdoor_temperature | 0.58967793 |
| people_occupant | -0.6888412 |
| total_electricity_HVAC | -0.53524595 |
| wind_direction | -0.40014967 |
| wind_speed | -0.13903822 |
| observation/ | |
| HVAC_electricity_demand_rate | 694.6811 |
| air_humidity | 28.93674 |
| air_temperature | 23.973213 |
| clg_setpoint | 26.2106 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 106.25 |
| direct_solar_radiation | 385.25 |
| hour | 17.0 |
| htg_setpoint | 13.801689 |
| month | 5.0 |
| outdoor_humidity | 49.0 |
| outdoor_temperature | 17.716492 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 622002.7 |
| wind_direction | 140.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 36%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.89888024 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.568799 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5953148 |
| air_humidity | -0.4237616 |
| air_temperature | 0.43586844 |
| clg_setpoint | -1.1000181 |
| co2_emission | 0.0 |
| day_of_month | -0.2995951 |
| diffuse_solar_radiation | -0.2726757 |
| direct_solar_radiation | 0.13598824 |
| hour | 0.9392796 |
| htg_setpoint | -0.31699076 |
| month | -0.34751213 |
| outdoor_humidity | -0.8113633 |
| outdoor_temperature | 0.08595 |
| people_occupant | 0.50293356 |
| total_electricity_HVAC | -0.60330456 |
| wind_direction | -0.49441898 |
| wind_speed | 0.1091488 |
| observation/ | |
| HVAC_electricity_demand_rate | 375.7563 |
| air_humidity | 31.101006 |
| air_temperature | 23.249678 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 46.0 |
| direct_solar_radiation | 185.5 |
| hour | 18.0 |
| htg_setpoint | 16.539265 |
| month | 5.0 |
| outdoor_humidity | 51.5 |
| outdoor_temperature | 12.814246 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 338087.12 |
| wind_direction | 130.0 |
| wind_speed | 5.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 37%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.66075057 |
| air_humidity | -0.35705882 |
| air_temperature | 0.43596017 |
| clg_setpoint | -1.0998683 |
| co2_emission | 0.0 |
| day_of_month | -0.18581377 |
| diffuse_solar_radiation | -0.74403745 |
| direct_solar_radiation | -0.6089929 |
| hour | 1.083727 |
| htg_setpoint | -0.22423449 |
| month | -0.34738484 |
| outdoor_humidity | -0.42788717 |
| outdoor_temperature | -0.19619651 |
| people_occupant | -0.4506976 |
| total_electricity_HVAC | -0.6655582 |
| wind_direction | -0.3754725 |
| wind_speed | -0.6553186 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 31.964994 |
| air_temperature | 23.249792 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 16.928196 |
| month | 5.0 |
| outdoor_humidity | 59.5 |
| outdoor_temperature | 10.068861 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 142.5 |
| wind_speed | 3.35 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 37%
| action_network/ | |
| Cooling_Setpoint_RL | 0.2175551 |
| Heating_Setpoint_RL | -0.14111699 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.35925 |
| Heating_Setpoint_RL | 16.831217 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.051900953 |
| air_humidity | -0.3065496 |
| air_temperature | 0.43615267 |
| clg_setpoint | -1.0995357 |
| co2_emission | 0.0 |
| day_of_month | -0.07203984 |
| diffuse_solar_radiation | -0.7441534 |
| direct_solar_radiation | -0.6091925 |
| hour | 1.228166 |
| htg_setpoint | 1.2816035 |
| month | -0.34725767 |
| outdoor_humidity | -0.66719323 |
| outdoor_temperature | -0.046166778 |
| people_occupant | -0.45083296 |
| total_electricity_HVAC | 0.034968585 |
| wind_direction | -0.99088305 |
| wind_speed | -1.3575711 |
| observation/ | |
| HVAC_electricity_demand_rate | 3227.0789 |
| air_humidity | 32.619473 |
| air_temperature | 23.249998 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 23.25 |
| month | 5.0 |
| outdoor_humidity | 54.5 |
| outdoor_temperature | 11.529042 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 2996783.0 |
| wind_direction | 77.5 |
| wind_speed | 1.65 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 37%
| action_network/ | |
| Cooling_Setpoint_RL | -0.94058216 |
| Heating_Setpoint_RL | 0.7768953 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.450535 |
| Heating_Setpoint_RL | 21.995037 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.660831 |
| air_humidity | 0.66651934 |
| air_temperature | -0.01735999 |
| clg_setpoint | -0.49535772 |
| co2_emission | 0.0 |
| day_of_month | 0.041730423 |
| diffuse_solar_radiation | -0.74418634 |
| direct_solar_radiation | -0.6094125 |
| hour | 1.372594 |
| htg_setpoint | -0.93806154 |
| month | -0.34713066 |
| outdoor_humidity | 0.3035932 |
| outdoor_temperature | 0.13722982 |
| people_occupant | -0.68929577 |
| total_electricity_HVAC | -0.6656223 |
| wind_direction | -0.96644884 |
| wind_speed | -0.7582938 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 45.227932 |
| air_temperature | 22.636257 |
| clg_setpoint | 24.84438 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 13.931882 |
| month | 5.0 |
| outdoor_humidity | 74.75 |
| outdoor_temperature | 13.313998 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 80.0 |
| wind_speed | 3.1 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 37%
| action_network/ | |
| Cooling_Setpoint_RL | -0.7452706 |
| Heating_Setpoint_RL | 0.4579144 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.109713 |
| Heating_Setpoint_RL | 20.200768 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.63857675 |
| air_humidity | 1.077621 |
| air_temperature | 0.43602398 |
| clg_setpoint | 1.3191726 |
| co2_emission | 0.0 |
| day_of_month | 0.1554966 |
| diffuse_solar_radiation | -0.7443209 |
| direct_solar_radiation | -0.60963434 |
| hour | 1.5170084 |
| htg_setpoint | 1.2814444 |
| month | -0.3470038 |
| outdoor_humidity | 0.74714595 |
| outdoor_temperature | 0.2768378 |
| people_occupant | -0.689409 |
| total_electricity_HVAC | 0.76541954 |
| wind_direction | -1.0368639 |
| wind_speed | -1.0166494 |
| observation/ | |
| HVAC_electricity_demand_rate | 5810.415 |
| air_humidity | 50.559814 |
| air_temperature | 23.250072 |
| clg_setpoint | 29.633501 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 23.25 |
| month | 5.0 |
| outdoor_humidity | 84.0 |
| outdoor_temperature | 14.673824 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 6038373.0 |
| wind_direction | 72.5 |
| wind_speed | 2.475 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 38%
| action_network/ | |
| Cooling_Setpoint_RL | -0.48083955 |
| Heating_Setpoint_RL | -0.7188704 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.002167 |
| Heating_Setpoint_RL | 13.581354 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.55835766 |
| air_humidity | 1.9849895 |
| air_temperature | 0.435863 |
| clg_setpoint | 0.38021657 |
| co2_emission | 0.0 |
| day_of_month | 0.2692541 |
| diffuse_solar_radiation | -0.74445206 |
| direct_solar_radiation | -0.60945463 |
| hour | 1.6614062 |
| htg_setpoint | 1.2807777 |
| month | -0.34687707 |
| outdoor_humidity | 1.5131084 |
| outdoor_temperature | 0.39580047 |
| people_occupant | -0.68907756 |
| total_electricity_HVAC | 0.54356223 |
| wind_direction | -0.77549416 |
| wind_speed | -0.13791251 |
| observation/ | |
| HVAC_electricity_demand_rate | 5455.5254 |
| air_humidity | 62.34622 |
| air_temperature | 23.249956 |
| clg_setpoint | 27.156694 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 23.25 |
| month | 5.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 15.832028 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 5113029.0 |
| wind_direction | 100.0 |
| wind_speed | 4.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 38%
| action_network/ | |
| Cooling_Setpoint_RL | 0.49829558 |
| Heating_Setpoint_RL | 0.6279192 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.306747 |
| Heating_Setpoint_RL | 21.157045 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.9005587 |
| air_humidity | 2.1097286 |
| air_temperature | 0.43606108 |
| clg_setpoint | 0.6442547 |
| co2_emission | 0.0 |
| day_of_month | 0.49690577 |
| diffuse_solar_radiation | -0.7445315 |
| direct_solar_radiation | -0.6092289 |
| hour | -1.6613032 |
| htg_setpoint | 1.2800547 |
| month | -0.34675047 |
| outdoor_humidity | 1.2841104 |
| outdoor_temperature | 0.3198307 |
| people_occupant | -0.6887465 |
| total_electricity_HVAC | 1.197881 |
| wind_direction | 1.427228 |
| wind_speed | 0.26556307 |
| observation/ | |
| HVAC_electricity_demand_rate | 6960.488 |
| air_humidity | 64.01755 |
| air_temperature | 23.250317 |
| clg_setpoint | 27.854385 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 23.25 |
| month | 5.0 |
| outdoor_humidity | 95.25 |
| outdoor_temperature | 15.096007 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 7835367.5 |
| wind_direction | 332.5 |
| wind_speed | 5.575 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 38%
| action_network/ | |
| Cooling_Setpoint_RL | 0.9211179 |
| Heating_Setpoint_RL | -0.26260668 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.733772 |
| Heating_Setpoint_RL | 16.147839 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.24123468 |
| air_humidity | -0.5680551 |
| air_temperature | 0.43411314 |
| clg_setpoint | 1.4014745 |
| co2_emission | 0.0 |
| day_of_month | 0.61063945 |
| diffuse_solar_radiation | -0.7446766 |
| direct_solar_radiation | -0.60939753 |
| hour | -1.5167654 |
| htg_setpoint | 1.2800056 |
| month | -0.34662402 |
| outdoor_humidity | -1.1109529 |
| outdoor_temperature | 0.21465318 |
| people_occupant | -0.6888599 |
| total_electricity_HVAC | 0.99444044 |
| wind_direction | 1.49674 |
| wind_speed | -0.18973693 |
| observation/ | |
| HVAC_electricity_demand_rate | 4057.6025 |
| air_humidity | 29.26645 |
| air_temperature | 23.247765 |
| clg_setpoint | 29.852665 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 5.0 |
| outdoor_humidity | 45.25 |
| outdoor_temperature | 14.077416 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 6987406.0 |
| wind_direction | 340.0 |
| wind_speed | 4.475 |
-------------------------------------------------
-------------------------------------------------*------------------------------------------------------------| 39%
| action_network/ | |
| Cooling_Setpoint_RL | -0.84545404 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.771593 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.48658666 |
| air_humidity | 1.1162595 |
| air_temperature | 0.43605512 |
| clg_setpoint | -0.16382417 |
| co2_emission | 0.0 |
| day_of_month | 0.7243203 |
| diffuse_solar_radiation | -0.7448232 |
| direct_solar_radiation | -0.6095845 |
| hour | -1.3722456 |
| htg_setpoint | 1.2798586 |
| month | -0.34649768 |
| outdoor_humidity | 0.4942048 |
| outdoor_temperature | 0.27023482 |
| people_occupant | -0.6889731 |
| total_electricity_HVAC | 0.4264521 |
| wind_direction | -1.296251 |
| wind_speed | -1.5746759 |
| observation/ | |
| HVAC_electricity_demand_rate | 5136.758 |
| air_humidity | 51.132008 |
| air_temperature | 23.250444 |
| clg_setpoint | 25.719936 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 23.25 |
| month | 5.0 |
| outdoor_humidity | 78.75 |
| outdoor_temperature | 14.620283 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4623082.0 |
| wind_direction | 45.0 |
| wind_speed | 1.125 |
| train/ | |
| approx_kl | 0.009935252 |
| clip_fraction | 0.1 |
| clip_range | 0.2 |
| entropy_loss | -2.4 |
| explained_variance | 0.693 |
| learning_rate | 0.0003 |
| loss | 0.181 |
| n_updates | 750 |
| policy_gradient_loss | -0.0138 |
| std | 0.806 |
| value_loss | 0.712 |
-------------------------------------------------
-------------------------------------------------*------------------------------------------------------------| 39%
| action_network/ | |
| Cooling_Setpoint_RL | 0.42141432 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.047274 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6612153 |
| air_humidity | 1.7716471 |
| air_temperature | -0.33029893 |
| clg_setpoint | 1.4579145 |
| co2_emission | 0.0 |
| day_of_month | 0.8379259 |
| diffuse_solar_radiation | -0.74467003 |
| direct_solar_radiation | -0.60948575 |
| hour | -1.2277406 |
| htg_setpoint | 0.7606787 |
| month | -0.3463715 |
| outdoor_humidity | 1.3207603 |
| outdoor_temperature | 0.39849877 |
| people_occupant | -0.68908626 |
| total_electricity_HVAC | -0.6660063 |
| wind_direction | -0.8461285 |
| wind_speed | -0.343978 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 59.65089 |
| air_temperature | 22.214909 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 21.072853 |
| month | 5.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 15.870385 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 92.5 |
| wind_speed | 4.1 |
-------------------------------------------------
-------------------------------------------------*------------------------------------------------------------| 39%
| action_network/ | |
| Cooling_Setpoint_RL | 0.085108966 |
| Heating_Setpoint_RL | 0.85766107 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.912243 |
| Heating_Setpoint_RL | 22.449343 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.5306827 |
| air_humidity | 1.9185307 |
| air_temperature | 0.43539816 |
| clg_setpoint | 0.88073754 |
| co2_emission | 0.0 |
| day_of_month | 0.95143 |
| diffuse_solar_radiation | -0.7447955 |
| direct_solar_radiation | -0.60930353 |
| hour | -1.0832475 |
| htg_setpoint | 1.278314 |
| month | -0.34624547 |
| outdoor_humidity | 1.5111362 |
| outdoor_temperature | 0.37732837 |
| people_occupant | -0.6891992 |
| total_electricity_HVAC | 0.46840405 |
| wind_direction | -0.79819864 |
| wind_speed | -1.0153506 |
| observation/ | |
| HVAC_electricity_demand_rate | 5328.9917 |
| air_humidity | 61.592484 |
| air_temperature | 23.249912 |
| clg_setpoint | 28.476357 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 23.25 |
| month | 5.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 15.666397 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4796092.5 |
| wind_direction | 97.5 |
| wind_speed | 2.475 |
-------------------------------------------------
--------------------------------------------------*-----------------------------------------------------------| 40%
| action_network/ | |
| Cooling_Setpoint_RL | -0.5511008 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.765036 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.10398404 |
| air_humidity | 0.8829738 |
| air_temperature | 0.4356544 |
| clg_setpoint | 0.49135515 |
| co2_emission | 0.0 |
| day_of_month | 1.0648024 |
| diffuse_solar_radiation | -0.093201526 |
| direct_solar_radiation | -0.14827171 |
| hour | -0.93876386 |
| htg_setpoint | 1.277645 |
| month | -0.34611955 |
| outdoor_humidity | 0.384908 |
| outdoor_temperature | 0.08971215 |
| people_occupant | -0.689312 |
| total_electricity_HVAC | 0.062281743 |
| wind_direction | 0.40911874 |
| wind_speed | 0.16316041 |
| observation/ | |
| HVAC_electricity_demand_rate | 3451.6194 |
| air_humidity | 48.163837 |
| air_temperature | 23.250437 |
| clg_setpoint | 27.448242 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 63.75 |
| direct_solar_radiation | 114.75 |
| hour | 5.0 |
| htg_setpoint | 23.25 |
| month | 5.0 |
| outdoor_humidity | 76.5 |
| outdoor_temperature | 12.875202 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3106457.5 |
| wind_direction | 225.0 |
| wind_speed | 5.325 |
--------------------------------------------------
--------------------------------------------------*-----------------------------------------------------------| 40%
| action_network/ | |
| Cooling_Setpoint_RL | 0.4636054 |
| Heating_Setpoint_RL | 0.15802537 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.189669 |
| Heating_Setpoint_RL | 18.513893 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.2689276 |
| air_humidity | -0.021054182 |
| air_temperature | 0.43523335 |
| clg_setpoint | 0.62951195 |
| co2_emission | 0.0 |
| day_of_month | 1.1780089 |
| diffuse_solar_radiation | 0.5527971 |
| direct_solar_radiation | 0.54631126 |
| hour | -0.79428726 |
| htg_setpoint | 1.2776222 |
| month | -0.3459938 |
| outdoor_humidity | -0.42876172 |
| outdoor_temperature | 0.374629 |
| people_occupant | -0.6889821 |
| total_electricity_HVAC | -0.29215762 |
| wind_direction | 0.36160636 |
| wind_speed | 0.7312797 |
| observation/ | |
| HVAC_electricity_demand_rate | 1811.0731 |
| air_humidity | 36.410755 |
| air_temperature | 23.249979 |
| clg_setpoint | 27.813925 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 127.0 |
| direct_solar_radiation | 287.75 |
| hour | 6.0 |
| htg_setpoint | 23.25 |
| month | 5.0 |
| outdoor_humidity | 59.5 |
| outdoor_temperature | 15.643589 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1631974.0 |
| wind_direction | 220.0 |
| wind_speed | 6.7 |
--------------------------------------------------
--------------------------------------------------*-----------------------------------------------------------| 40%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.36510822 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.678734 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.065502286 |
| air_humidity | -0.028476462 |
| air_temperature | -0.001692606 |
| clg_setpoint | -1.0997273 |
| co2_emission | 0.0 |
| day_of_month | 1.2910113 |
| diffuse_solar_radiation | 0.942806 |
| direct_solar_radiation | 1.3384688 |
| hour | -0.64981574 |
| htg_setpoint | 1.1371992 |
| month | -0.34586817 |
| outdoor_humidity | -0.17674617 |
| outdoor_temperature | 0.2864943 |
| people_occupant | -0.6886527 |
| total_electricity_HVAC | 0.018773528 |
| wind_direction | 1.2608674 |
| wind_speed | -0.2928344 |
| observation/ | |
| HVAC_electricity_demand_rate | 2704.3318 |
| air_humidity | 36.31036 |
| air_temperature | 22.660082 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 165.25 |
| direct_solar_radiation | 485.0 |
| hour | 7.0 |
| htg_setpoint | 22.660084 |
| month | 5.0 |
| outdoor_humidity | 64.75 |
| outdoor_temperature | 14.792342 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2923493.5 |
| wind_direction | 315.0 |
| wind_speed | 4.225 |
--------------------------------------------------
--------------------------------------------------*-----------------------------------------------------------| 40%
| action_network/ | |
| Cooling_Setpoint_RL | -0.85915226 |
| Heating_Setpoint_RL | 0.69390655 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.72536 |
| Heating_Setpoint_RL | 21.528225 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5232121 |
| air_humidity | -0.4328071 |
| air_temperature | 1.0919104 |
| clg_setpoint | -0.013629261 |
| co2_emission | 0.0 |
| day_of_month | 1.4037681 |
| diffuse_solar_radiation | 1.0596049 |
| direct_solar_radiation | 2.009468 |
| hour | -0.50534767 |
| htg_setpoint | -1.4007528 |
| month | -0.34574267 |
| outdoor_humidity | -1.217169 |
| outdoor_temperature | 0.6771838 |
| people_occupant | 1.6951543 |
| total_electricity_HVAC | -0.5466317 |
| wind_direction | 1.283547 |
| wind_speed | 0.11037797 |
| observation/ | |
| HVAC_electricity_demand_rate | 692.9331 |
| air_humidity | 31.058308 |
| air_temperature | 24.136374 |
| clg_setpoint | 26.115427 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 176.75 |
| direct_solar_radiation | 652.25 |
| hour | 8.0 |
| htg_setpoint | 12.0 |
| month | 5.0 |
| outdoor_humidity | 43.0 |
| outdoor_temperature | 18.586008 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 573883.8 |
| wind_direction | 317.5 |
| wind_speed | 5.2 |
--------------------------------------------------
-------------------------------------------------***----------------------------------------------------------| 41%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.53978515 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 14.588709 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.49975276 |
| air_humidity | 1.235197 |
| air_temperature | 0.4361937 |
| clg_setpoint | -1.0989065 |
| co2_emission | 0.0 |
| day_of_month | 1.5162336 |
| diffuse_solar_radiation | 1.1659671 |
| direct_solar_radiation | 2.268958 |
| hour | -0.36088175 |
| htg_setpoint | 1.1331042 |
| month | -0.34561732 |
| outdoor_humidity | -1.4202387 |
| outdoor_temperature | 1.5549486 |
| people_occupant | 1.6947881 |
| total_electricity_HVAC | 0.6676236 |
| wind_direction | 0.5255866 |
| wind_speed | -0.39571428 |
| observation/ | |
| HVAC_electricity_demand_rate | 5187.134 |
| air_humidity | 52.7348 |
| air_temperature | 23.251562 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 187.25 |
| direct_solar_radiation | 717.0 |
| hour | 9.0 |
| htg_setpoint | 22.643549 |
| month | 5.0 |
| outdoor_humidity | 38.75 |
| outdoor_temperature | 27.105658 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 5618351.5 |
| wind_direction | 237.5 |
| wind_speed | 3.975 |
-------------------------------------------------
-------------------------------------------------***----------------------------------------------------------| 41%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.87405586 |
| air_humidity | 1.1489825 |
| air_temperature | 0.43396688 |
| clg_setpoint | -1.0985438 |
| co2_emission | 0.0 |
| day_of_month | 1.6283591 |
| diffuse_solar_radiation | 1.757316 |
| direct_solar_radiation | 2.1076357 |
| hour | -0.21641703 |
| htg_setpoint | 1.2771463 |
| month | -0.3454921 |
| outdoor_humidity | -1.5873753 |
| outdoor_temperature | 1.784677 |
| people_occupant | 1.6944225 |
| total_electricity_HVAC | 0.7951831 |
| wind_direction | 1.3779279 |
| wind_speed | -0.9225698 |
| observation/ | |
| HVAC_electricity_demand_rate | 6830.908 |
| air_humidity | 51.62138 |
| air_temperature | 23.248764 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 245.25 |
| direct_solar_radiation | 677.0 |
| hour | 10.0 |
| htg_setpoint | 23.25 |
| month | 5.0 |
| outdoor_humidity | 35.25 |
| outdoor_temperature | 29.347027 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 6147817.0 |
| wind_direction | 327.5 |
| wind_speed | 2.7 |
-------------------------------------------------
--------------------------------------------------**----------------------------------------------------------| 41%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.42568034 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.230548 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.9123919 |
| air_humidity | 1.1680068 |
| air_temperature | 0.43403572 |
| clg_setpoint | -1.0981306 |
| co2_emission | 0.0 |
| day_of_month | 1.7400923 |
| diffuse_solar_radiation | 2.0324724 |
| direct_solar_radiation | 2.1224823 |
| hour | -0.071952775 |
| htg_setpoint | 0.8252912 |
| month | -0.345367 |
| outdoor_humidity | -0.42618912 |
| outdoor_temperature | 1.4189057 |
| people_occupant | 1.2174076 |
| total_electricity_HVAC | 0.8295778 |
| wind_direction | -0.3262025 |
| wind_speed | -0.652812 |
| observation/ | |
| HVAC_electricity_demand_rate | 6999.156 |
| air_humidity | 51.877438 |
| air_temperature | 23.249058 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 272.25 |
| direct_solar_radiation | 681.0 |
| hour | 11.0 |
| htg_setpoint | 21.352882 |
| month | 5.0 |
| outdoor_humidity | 59.5 |
| outdoor_temperature | 25.808449 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 6290518.0 |
| wind_direction | 147.5 |
| wind_speed | 3.35 |
--------------------------------------------------
-------------------------------------------------***----------------------------------------------------------| 41%
| action_network/ | |
| Cooling_Setpoint_RL | 0.5569432 |
| Heating_Setpoint_RL | 0.99853235 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.504683 |
| Heating_Setpoint_RL | 23.241745 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5405888 |
| air_humidity | 0.65956646 |
| air_temperature | 0.6377069 |
| clg_setpoint | 0.13078889 |
| co2_emission | 0.0 |
| day_of_month | -1.6722487 |
| diffuse_solar_radiation | 1.4424871 |
| direct_solar_radiation | 2.3686857 |
| hour | 0.07251137 |
| htg_setpoint | -0.6572726 |
| month | -0.05675638 |
| outdoor_humidity | -0.89333713 |
| outdoor_temperature | 1.5391666 |
| people_occupant | -0.6892159 |
| total_electricity_HVAC | -0.5532286 |
| wind_direction | 0.6445811 |
| wind_speed | 0.7841705 |
| observation/ | |
| HVAC_electricity_demand_rate | 619.5876 |
| air_humidity | 45.283466 |
| air_temperature | 23.523956 |
| clg_setpoint | 26.493292 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 214.5 |
| direct_solar_radiation | 742.5 |
| hour | 12.0 |
| htg_setpoint | 15.126383 |
| month | 6.0 |
| outdoor_humidity | 49.75 |
| outdoor_temperature | 26.982073 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 549256.56 |
| wind_direction | 250.0 |
| wind_speed | 6.825 |
-------------------------------------------------
-------------------------------------------------****---------------------------------------------------------| 42%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.54300797 |
| air_humidity | -1.0207969 |
| air_temperature | 0.7386183 |
| clg_setpoint | 1.4589553 |
| co2_emission | 0.0 |
| day_of_month | -1.5566958 |
| diffuse_solar_radiation | 0.48094985 |
| direct_solar_radiation | 2.873263 |
| hour | 0.21697547 |
| htg_setpoint | -1.4009334 |
| month | -0.05673799 |
| outdoor_humidity | -1.7537386 |
| outdoor_temperature | 0.8740551 |
| people_occupant | -0.68888754 |
| total_electricity_HVAC | -0.55350536 |
| wind_direction | 1.0934683 |
| wind_speed | 0.42201483 |
| observation/ | |
| HVAC_electricity_demand_rate | 608.0512 |
| air_humidity | 23.44943 |
| air_temperature | 23.660322 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 120.25 |
| direct_solar_radiation | 868.75 |
| hour | 13.0 |
| htg_setpoint | 12.0 |
| month | 6.0 |
| outdoor_humidity | 31.75 |
| outdoor_temperature | 20.532133 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 547246.06 |
| wind_direction | 297.5 |
| wind_speed | 5.95 |
-------------------------------------------------
--------------------------------------------------***---------------------------------------------------------| 42%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.20165926 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.759333 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.16231221 |
| air_humidity | 0.32239634 |
| air_temperature | 0.43369672 |
| clg_setpoint | -1.0985479 |
| co2_emission | 0.0 |
| day_of_month | -1.441513 |
| diffuse_solar_radiation | 0.92981607 |
| direct_solar_radiation | 2.563546 |
| hour | 0.36143926 |
| htg_setpoint | 0.09263776 |
| month | -0.056719612 |
| outdoor_humidity | -1.1665927 |
| outdoor_temperature | 0.72474945 |
| people_occupant | 1.6951138 |
| total_electricity_HVAC | 0.11777958 |
| wind_direction | 0.33508605 |
| wind_speed | 0.4735453 |
| observation/ | |
| HVAC_electricity_demand_rate | 3702.7244 |
| air_humidity | 40.891617 |
| air_temperature | 23.249292 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 164.25 |
| direct_solar_radiation | 792.0 |
| hour | 14.0 |
| htg_setpoint | 18.272346 |
| month | 6.0 |
| outdoor_humidity | 44.0 |
| outdoor_temperature | 19.083786 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 3332451.8 |
| wind_direction | 217.5 |
| wind_speed | 6.075 |
--------------------------------------------------
--------------------------------------------------***---------------------------------------------------------| 42%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.8039063 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.103027 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.53460884 |
| air_humidity | 0.42003658 |
| air_temperature | 0.43335077 |
| clg_setpoint | -1.0982994 |
| co2_emission | 0.0 |
| day_of_month | -1.3266455 |
| diffuse_solar_radiation | 1.7990991 |
| direct_solar_radiation | 1.3612922 |
| hour | 0.5059022 |
| htg_setpoint | 0.3418601 |
| month | -0.056701254 |
| outdoor_humidity | -1.7157153 |
| outdoor_temperature | 1.1947978 |
| people_occupant | 1.694749 |
| total_electricity_HVAC | 0.4720907 |
| wind_direction | 0.098104134 |
| wind_speed | 0.4221019 |
| observation/ | |
| HVAC_electricity_demand_rate | 5335.7236 |
| air_humidity | 42.15986 |
| air_temperature | 23.24893 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 249.5 |
| direct_solar_radiation | 492.25 |
| hour | 15.0 |
| htg_setpoint | 19.3189 |
| month | 6.0 |
| outdoor_humidity | 32.5 |
| outdoor_temperature | 23.649103 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 4802151.0 |
| wind_direction | 192.5 |
| wind_speed | 5.95 |
--------------------------------------------------
--------------------------------------------------****--------------------------------------------------------| 43%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.84610695 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 22.384352 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.09442672 |
| air_humidity | 1.4456993 |
| air_temperature | 0.4335919 |
| clg_setpoint | -1.098165 |
| co2_emission | 0.0 |
| day_of_month | -1.2120433 |
| diffuse_solar_radiation | 0.989952 |
| direct_solar_radiation | -0.61121255 |
| hour | 0.6503633 |
| htg_setpoint | 1.2775773 |
| month | -0.056682914 |
| outdoor_humidity | -0.44764218 |
| outdoor_temperature | 0.90208346 |
| people_occupant | 1.6943848 |
| total_electricity_HVAC | 0.053145632 |
| wind_direction | -0.044022262 |
| wind_speed | 0.8360486 |
| observation/ | |
| HVAC_electricity_demand_rate | 3404.2563 |
| air_humidity | 55.48189 |
| air_temperature | 23.249357 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 170.25 |
| direct_solar_radiation | 0.0 |
| hour | 16.0 |
| htg_setpoint | 23.25 |
| month | 6.0 |
| outdoor_humidity | 59.0 |
| outdoor_temperature | 20.811148 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 3063830.8 |
| wind_direction | 177.5 |
| wind_speed | 6.95 |
--------------------------------------------------
-------------------------------------------------*****--------------------------------------------------------| 43%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.23278241 |
| air_humidity | 1.9927667 |
| air_temperature | 0.4339368 |
| clg_setpoint | -1.0981184 |
| co2_emission | 0.0 |
| day_of_month | -1.0976609 |
| diffuse_solar_radiation | 0.21458727 |
| direct_solar_radiation | -0.6110461 |
| hour | 0.7948216 |
| htg_setpoint | 1.2423438 |
| month | -0.05666459 |
| outdoor_humidity | 0.9637749 |
| outdoor_temperature | 0.619365 |
| people_occupant | 1.6940212 |
| total_electricity_HVAC | -0.25827637 |
| wind_direction | 0.07433959 |
| wind_speed | 1.6011769 |
| observation/ | |
| HVAC_electricity_demand_rate | 1968.9591 |
| air_humidity | 62.597816 |
| air_temperature | 23.250008 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 94.25 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 23.103186 |
| month | 6.0 |
| outdoor_humidity | 88.5 |
| outdoor_temperature | 18.072786 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1772063.2 |
| wind_direction | 190.0 |
| wind_speed | 8.8 |
-------------------------------------------------
--------------------------------------------------****--------------------------------------------------------| 43%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.31867197 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.41753 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.09136586 |
| air_humidity | 1.1692013 |
| air_temperature | 0.4334952 |
| clg_setpoint | -1.0980479 |
| co2_emission | 0.0 |
| day_of_month | -0.9834577 |
| diffuse_solar_radiation | -0.032991685 |
| direct_solar_radiation | -0.29851282 |
| hour | 0.93927544 |
| htg_setpoint | -0.26389384 |
| month | -0.056646287 |
| outdoor_humidity | -1.1901492 |
| outdoor_temperature | 1.9311043 |
| people_occupant | 0.502137 |
| total_electricity_HVAC | 0.052146435 |
| wind_direction | -1.726182 |
| wind_speed | 0.68055695 |
| observation/ | |
| HVAC_electricity_demand_rate | 3391.1248 |
| air_humidity | 51.933285 |
| air_temperature | 23.24961 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 70.0 |
| direct_solar_radiation | 78.0 |
| hour | 18.0 |
| htg_setpoint | 16.777126 |
| month | 6.0 |
| outdoor_humidity | 43.5 |
| outdoor_temperature | 30.806517 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 3060085.0 |
| wind_direction | 0.0 |
| wind_speed | 6.575 |
--------------------------------------------------
-------------------------------------------------*****--------------------------------------------------------| 43%
| action_network/ | |
| Cooling_Setpoint_RL | -0.77824897 |
| Heating_Setpoint_RL | -0.44365504 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.99841 |
| Heating_Setpoint_RL | 15.12944 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5447902 |
| air_humidity | -0.50779974 |
| air_temperature | 0.6625989 |
| clg_setpoint | 1.4589385 |
| co2_emission | 0.0 |
| day_of_month | -0.8693971 |
| diffuse_solar_radiation | -0.6216598 |
| direct_solar_radiation | -0.58499116 |
| hour | 1.0837231 |
| htg_setpoint | -0.8246936 |
| month | -0.056628 |
| outdoor_humidity | -0.93883014 |
| outdoor_temperature | 0.9077706 |
| people_occupant | -0.6891206 |
| total_electricity_HVAC | -0.55467534 |
| wind_direction | -1.2512379 |
| wind_speed | -0.60168415 |
| observation/ | |
| HVAC_electricity_demand_rate | 601.2488 |
| air_humidity | 30.14075 |
| air_temperature | 23.558432 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 12.25 |
| direct_solar_radiation | 6.5 |
| hour | 19.0 |
| htg_setpoint | 14.422694 |
| month | 6.0 |
| outdoor_humidity | 48.75 |
| outdoor_temperature | 20.884668 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 543456.94 |
| wind_direction | 50.0 |
| wind_speed | 3.475 |
-------------------------------------------------
-------------------------------------------------******-------------------------------------------------------| 44%
| action_network/ | |
| Cooling_Setpoint_RL | 0.088814095 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.924747 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6441272 |
| air_humidity | -0.7972939 |
| air_temperature | 0.6375121 |
| clg_setpoint | 0.012111678 |
| co2_emission | 0.0 |
| day_of_month | -0.7554471 |
| diffuse_solar_radiation | -0.746572 |
| direct_solar_radiation | -0.611266 |
| hour | 1.2281624 |
| htg_setpoint | -1.4010613 |
| month | -0.05660973 |
| outdoor_humidity | 0.090658925 |
| outdoor_temperature | 0.6950941 |
| people_occupant | -0.68879384 |
| total_electricity_HVAC | -0.6497744 |
| wind_direction | 0.16966768 |
| wind_speed | -0.39483318 |
| observation/ | |
| HVAC_electricity_demand_rate | 165.26761 |
| air_humidity | 26.37711 |
| air_temperature | 23.524796 |
| clg_setpoint | 26.18186 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 12.0 |
| month | 6.0 |
| outdoor_humidity | 70.25 |
| outdoor_temperature | 18.824137 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 148740.84 |
| wind_direction | 200.0 |
| wind_speed | 3.975 |
-------------------------------------------------
-------------------------------------------------******-------------------------------------------------------| 44%
| action_network/ | |
| Cooling_Setpoint_RL | 0.43352675 |
| Heating_Setpoint_RL | 0.8544047 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.088154 |
| Heating_Setpoint_RL | 22.431026 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6502633 |
| air_humidity | 1.4013569 |
| air_temperature | 0.2954361 |
| clg_setpoint | -0.06342724 |
| co2_emission | 0.0 |
| day_of_month | -0.6415798 |
| diffuse_solar_radiation | -0.7465645 |
| direct_solar_radiation | -0.611429 |
| hour | 1.372591 |
| htg_setpoint | -0.35262397 |
| month | -0.05659148 |
| outdoor_humidity | 0.5576281 |
| outdoor_temperature | 0.6473338 |
| people_occupant | -0.6889057 |
| total_electricity_HVAC | -0.65561754 |
| wind_direction | -0.11436924 |
| wind_speed | -0.39474097 |
| observation/ | |
| HVAC_electricity_demand_rate | 138.88834 |
| air_humidity | 54.9498 |
| air_temperature | 23.064476 |
| clg_setpoint | 25.981781 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 16.405464 |
| month | 6.0 |
| outdoor_humidity | 80.0 |
| outdoor_temperature | 18.365967 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 124999.5 |
| wind_direction | 170.0 |
| wind_speed | 3.975 |
-------------------------------------------------
--------------------------------------------------*****-------------------------------------------------------| 44%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.45902842 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 20.207035 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5744299 |
| air_humidity | 1.6478283 |
| air_temperature | -0.6037505 |
| clg_setpoint | -0.36577445 |
| co2_emission | 0.0 |
| day_of_month | -0.5277717 |
| diffuse_solar_radiation | -0.74666667 |
| direct_solar_radiation | -0.6113047 |
| hour | 1.5170062 |
| htg_setpoint | 0.5991933 |
| month | -0.056573246 |
| outdoor_humidity | 1.035918 |
| outdoor_temperature | 0.76835555 |
| people_occupant | -0.6890175 |
| total_electricity_HVAC | -0.5834517 |
| wind_direction | -0.18515114 |
| wind_speed | 0.52650577 |
| observation/ | |
| HVAC_electricity_demand_rate | 471.55844 |
| air_humidity | 58.18056 |
| air_temperature | 21.854445 |
| clg_setpoint | 25.183624 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 20.406347 |
| month | 6.0 |
| outdoor_humidity | 90.0 |
| outdoor_temperature | 19.543234 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 424402.62 |
| wind_direction | 162.5 |
| wind_speed | 6.2 |
| train/ | |
| approx_kl | 0.008143578 |
| clip_fraction | 0.0749 |
| clip_range | 0.2 |
| entropy_loss | -2.4 |
| explained_variance | 0.281 |
| learning_rate | 0.0003 |
| loss | 0.213 |
| n_updates | 760 |
| policy_gradient_loss | -0.00937 |
| std | 0.807 |
| value_loss | 0.959 |
--------------------------------------------------
-------------------------------------------------******-------------------------------------------------------| 44%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.22127204 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 16.380344 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.57607645 |
| air_humidity | 1.1786344 |
| air_temperature | -0.18066636 |
| clg_setpoint | 0.34735042 |
| co2_emission | 0.0 |
| day_of_month | -0.41400334 |
| diffuse_solar_radiation | -0.7467241 |
| direct_solar_radiation | -0.61112076 |
| hour | 1.661405 |
| htg_setpoint | -0.12933987 |
| month | -0.05655503 |
| outdoor_humidity | 1.3226329 |
| outdoor_temperature | 0.8322713 |
| people_occupant | -0.6891291 |
| total_electricity_HVAC | -0.58517915 |
| wind_direction | 0.17012127 |
| wind_speed | 0.26726022 |
| observation/ | |
| HVAC_electricity_demand_rate | 464.86887 |
| air_humidity | 52.09584 |
| air_temperature | 22.424204 |
| clg_setpoint | 27.066753 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 17.347387 |
| month | 6.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 20.167917 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 417775.47 |
| wind_direction | 200.0 |
| wind_speed | 5.575 |
-------------------------------------------------
-------------------------------------------------*******------------------------------------------------------| 45%
| action_network/ | |
| Cooling_Setpoint_RL | 0.067092 |
| Heating_Setpoint_RL | -0.87779045 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.851435 |
| Heating_Setpoint_RL | 12.687428 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.63047767 |
| air_humidity | 2.2420087 |
| air_temperature | 0.4326727 |
| clg_setpoint | 1.4583665 |
| co2_emission | 0.0 |
| day_of_month | -0.18659055 |
| diffuse_solar_radiation | -0.7468647 |
| direct_solar_radiation | -0.61110896 |
| hour | -1.6613034 |
| htg_setpoint | 1.2754064 |
| month | -0.05653683 |
| outdoor_humidity | 1.4654164 |
| outdoor_temperature | 0.5810938 |
| people_occupant | -0.6892406 |
| total_electricity_HVAC | 0.7200741 |
| wind_direction | 0.17010958 |
| wind_speed | 0.4742314 |
| observation/ | |
| HVAC_electricity_demand_rate | 5748.184 |
| air_humidity | 65.94751 |
| air_temperature | 23.24968 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 23.25 |
| month | 6.0 |
| outdoor_humidity | 99.0 |
| outdoor_temperature | 17.73707 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 5822817.0 |
| wind_direction | 200.0 |
| wind_speed | 6.075 |
-------------------------------------------------
--------------------------------------------------******------------------------------------------------------| 45%
| action_network/ | |
| Cooling_Setpoint_RL | 0.9014808 |
| Heating_Setpoint_RL | 0.65639937 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.667498 |
| Heating_Setpoint_RL | 21.317245 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.24074897 |
| air_humidity | 0.35590306 |
| air_temperature | 0.43280444 |
| clg_setpoint | 1.4586172 |
| co2_emission | 0.0 |
| day_of_month | -0.07282754 |
| diffuse_solar_radiation | -0.74699175 |
| direct_solar_radiation | -0.61119735 |
| hour | -1.5167668 |
| htg_setpoint | 1.2751018 |
| month | -0.056518648 |
| outdoor_humidity | 0.89045066 |
| outdoor_temperature | 0.8041901 |
| people_occupant | -0.6893519 |
| total_electricity_HVAC | -0.26591605 |
| wind_direction | -1.1573528 |
| wind_speed | -0.9648143 |
| observation/ | |
| HVAC_electricity_demand_rate | 1934.2266 |
| air_humidity | 41.425976 |
| air_temperature | 23.250086 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 6.0 |
| outdoor_humidity | 87.0 |
| outdoor_temperature | 19.906082 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1740803.9 |
| wind_direction | 60.0 |
| wind_speed | 2.6 |
--------------------------------------------------
--------------------------------------------------*******-----------------------------------------------------| 46%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.53117025 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 20.612833 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.57919914 |
| air_humidity | -1.0911039 |
| air_temperature | -0.18438704 |
| clg_setpoint | 1.4585265 |
| co2_emission | 0.0 |
| day_of_month | 0.040930446 |
| diffuse_solar_radiation | -0.7470017 |
| direct_solar_radiation | -0.6113057 |
| hour | -1.3722479 |
| htg_setpoint | 0.17679536 |
| month | -0.056500487 |
| outdoor_humidity | 1.5124099 |
| outdoor_temperature | 0.9717118 |
| people_occupant | -0.68902624 |
| total_electricity_HVAC | -0.5880195 |
| wind_direction | -0.84915483 |
| wind_speed | -0.4986103 |
| observation/ | |
| HVAC_electricity_demand_rate | 452.2293 |
| air_humidity | 22.591362 |
| air_temperature | 22.42034 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 18.635237 |
| month | 6.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 21.539604 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 407006.38 |
| wind_direction | 92.5 |
| wind_speed | 3.725 |
--------------------------------------------------
-------------------------------------------------********-----------------------------------------------------| 46%
| action_network/ | |
| Cooling_Setpoint_RL | 0.061876513 |
| Heating_Setpoint_RL | 0.4389031 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.833834 |
| Heating_Setpoint_RL | 20.09383 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.52013785 |
| air_humidity | -1.9198093 |
| air_temperature | 0.4324406 |
| clg_setpoint | 0.5421385 |
| co2_emission | 0.0 |
| day_of_month | 0.15468518 |
| diffuse_solar_radiation | -0.747075 |
| direct_solar_radiation | -0.6112353 |
| hour | -1.2277436 |
| htg_setpoint | 1.27537 |
| month | -0.05648234 |
| outdoor_humidity | 1.4280518 |
| outdoor_temperature | 0.8639459 |
| people_occupant | -0.688701 |
| total_electricity_HVAC | 0.5956381 |
| wind_direction | -0.37456128 |
| wind_speed | -1.4200162 |
| observation/ | |
| HVAC_electricity_demand_rate | 5261.3486 |
| air_humidity | 11.780639 |
| air_temperature | 23.249956 |
| clg_setpoint | 27.581867 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 23.25 |
| month | 6.0 |
| outdoor_humidity | 98.25 |
| outdoor_temperature | 20.5017 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 5303892.5 |
| wind_direction | 142.5 |
| wind_speed | 1.5 |
-------------------------------------------------
-------------------------------------------------********-----------------------------------------------------| 46%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.67996985 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 21.44983 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.45580274 |
| air_humidity | -0.10820595 |
| air_temperature | 0.4327891 |
| clg_setpoint | -0.5136446 |
| co2_emission | 0.0 |
| day_of_month | 0.26843432 |
| diffuse_solar_radiation | -0.7471648 |
| direct_solar_radiation | -0.611281 |
| hour | -1.083251 |
| htg_setpoint | 1.2753129 |
| month | -0.05646421 |
| outdoor_humidity | 1.3676562 |
| outdoor_temperature | 0.87697345 |
| people_occupant | -0.68881243 |
| total_electricity_HVAC | 0.39698184 |
| wind_direction | 0.45543307 |
| wind_speed | -0.8085654 |
| observation/ | |
| HVAC_electricity_demand_rate | 4979.5513 |
| air_humidity | 35.372387 |
| air_temperature | 23.250439 |
| clg_setpoint | 24.793846 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 23.25 |
| month | 6.0 |
| outdoor_humidity | 97.0 |
| outdoor_temperature | 20.634382 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4481596.5 |
| wind_direction | 230.0 |
| wind_speed | 2.975 |
-------------------------------------------------
--------------------------------------------------*******-----------------------------------------------------| 46%
| action_network/ | |
| Cooling_Setpoint_RL | 0.14638025 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.119034 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5799743 |
| air_humidity | -0.047274917 |
| air_temperature | -0.4399792 |
| clg_setpoint | 1.38107 |
| co2_emission | 0.0 |
| day_of_month | 0.3821715 |
| diffuse_solar_radiation | -0.25419465 |
| direct_solar_radiation | 0.16138168 |
| hour | -0.9387677 |
| htg_setpoint | -0.52076936 |
| month | -0.0564461 |
| outdoor_humidity | 0.74483556 |
| outdoor_temperature | 1.2176951 |
| people_occupant | -0.6889237 |
| total_electricity_HVAC | -0.5889195 |
| wind_direction | 0.85858536 |
| wind_speed | -0.54963833 |
| observation/ | |
| HVAC_electricity_demand_rate | 449.33572 |
| air_humidity | 36.171722 |
| air_temperature | 22.077621 |
| clg_setpoint | 29.79612 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 48.5 |
| direct_solar_radiation | 192.75 |
| hour | 5.0 |
| htg_setpoint | 15.704074 |
| month | 6.0 |
| outdoor_humidity | 84.0 |
| outdoor_temperature | 23.947868 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 403712.56 |
| wind_direction | 272.5 |
| wind_speed | 3.6 |
--------------------------------------------------
--------------------------------------------------********----------------------------------------------------| 47%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6015053 |
| air_humidity | -0.4173663 |
| air_temperature | -0.23626101 |
| clg_setpoint | 1.4581693 |
| co2_emission | 0.0 |
| day_of_month | 0.49588633 |
| diffuse_solar_radiation | 0.4216509 |
| direct_solar_radiation | 0.47471383 |
| hour | -0.7942912 |
| htg_setpoint | 0.46015748 |
| month | -0.056428008 |
| outdoor_humidity | 0.3262825 |
| outdoor_temperature | 0.86354333 |
| people_occupant | -0.6890349 |
| total_electricity_HVAC | -0.6093743 |
| wind_direction | -1.2522182 |
| wind_speed | -0.2906446 |
| observation/ | |
| HVAC_electricity_demand_rate | 355.9531 |
| air_humidity | 31.357433 |
| air_temperature | 22.351809 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 115.0 |
| direct_solar_radiation | 271.0 |
| hour | 6.0 |
| htg_setpoint | 19.825703 |
| month | 6.0 |
| outdoor_humidity | 75.25 |
| outdoor_temperature | 20.528103 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 319827.62 |
| wind_direction | 50.0 |
| wind_speed | 4.225 |
--------------------------------------------------
--------------------------------------------------********----------------------------------------------------| 47%
| action_network/ | |
| Cooling_Setpoint_RL | -0.6906718 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.293983 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.35798004 |
| air_humidity | 0.0049712965 |
| air_temperature | 0.43140972 |
| clg_setpoint | 1.458171 |
| co2_emission | 0.0 |
| day_of_month | 0.60956424 |
| diffuse_solar_radiation | 0.25360113 |
| direct_solar_radiation | -0.6117682 |
| hour | -0.6498198 |
| htg_setpoint | 1.2751706 |
| month | -0.05640993 |
| outdoor_humidity | 1.0325181 |
| outdoor_temperature | 1.0443906 |
| people_occupant | -0.6891459 |
| total_electricity_HVAC | 0.3273339 |
| wind_direction | 0.28971794 |
| wind_speed | -0.4460255 |
| observation/ | |
| HVAC_electricity_demand_rate | 4552.0674 |
| air_humidity | 36.860977 |
| air_temperature | 23.249123 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 98.5 |
| direct_solar_radiation | 0.0 |
| hour | 7.0 |
| htg_setpoint | 23.25 |
| month | 6.0 |
| outdoor_humidity | 90.0 |
| outdoor_temperature | 22.291885 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4193773.8 |
| wind_direction | 212.5 |
| wind_speed | 3.85 |
--------------------------------------------------
--------------------------------------------------********----------------------------------------------------| 47%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.27344143 |
| air_humidity | -0.46763355 |
| air_temperature | 0.43349627 |
| clg_setpoint | 0.1767086 |
| co2_emission | 0.0 |
| day_of_month | 0.7231869 |
| diffuse_solar_radiation | 0.5176219 |
| direct_solar_radiation | 2.1312637 |
| hour | -0.50535184 |
| htg_setpoint | -1.4029021 |
| month | -0.056391872 |
| outdoor_humidity | -1.2658522 |
| outdoor_temperature | 1.4194154 |
| people_occupant | -0.68925685 |
| total_electricity_HVAC | -0.27220416 |
| wind_direction | 1.5706958 |
| wind_speed | 0.42471084 |
| observation/ | |
| HVAC_electricity_demand_rate | 1791.1488 |
| air_humidity | 30.714973 |
| air_temperature | 23.252043 |
| clg_setpoint | 26.616238 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 124.5 |
| direct_solar_radiation | 684.25 |
| hour | 8.0 |
| htg_setpoint | 12.0 |
| month | 6.0 |
| outdoor_humidity | 42.0 |
| outdoor_temperature | 25.942398 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1714644.5 |
| wind_direction | 347.5 |
| wind_speed | 5.95 |
--------------------------------------------------
-------------------------------------------------*********----------------------------------------------------| 47%
| action_network/ | |
| Cooling_Setpoint_RL | -0.6578802 |
| Heating_Setpoint_RL | -0.2075642 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.404654 |
| Heating_Setpoint_RL | 16.45745 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.09362787 |
| air_humidity | -1.6179006 |
| air_temperature | 0.012731855 |
| clg_setpoint | -1.0980151 |
| co2_emission | 0.0 |
| day_of_month | 0.8367318 |
| diffuse_solar_radiation | 2.407585 |
| direct_solar_radiation | 1.1594911 |
| hour | -0.36088598 |
| htg_setpoint | -1.4024199 |
| month | -0.05637383 |
| outdoor_humidity | -1.2049016 |
| outdoor_temperature | 1.4995768 |
| people_occupant | -0.68893266 |
| total_electricity_HVAC | -0.08384091 |
| wind_direction | 0.95298994 |
| wind_speed | -0.34255087 |
| observation/ | |
| HVAC_electricity_demand_rate | 2576.2192 |
| air_humidity | 15.724259 |
| air_temperature | 22.687372 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 310.5 |
| direct_solar_radiation | 442.0 |
| hour | 9.0 |
| htg_setpoint | 12.0 |
| month | 6.0 |
| outdoor_humidity | 43.25 |
| outdoor_temperature | 26.734146 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2492411.8 |
| wind_direction | 282.5 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------*********---------------------------------------------------| 48%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.2585559 |
| air_humidity | 1.1328598 |
| air_temperature | 0.43071005 |
| clg_setpoint | -1.0981573 |
| co2_emission | 0.0 |
| day_of_month | 0.9501725 |
| diffuse_solar_radiation | 3.6798823 |
| direct_solar_radiation | 0.62858874 |
| hour | -0.21642128 |
| htg_setpoint | 1.2391657 |
| month | -0.056355804 |
| outdoor_humidity | 0.37431085 |
| outdoor_temperature | 1.5153501 |
| people_occupant | 1.6952795 |
| total_electricity_HVAC | 1.1609855 |
| wind_direction | -0.37569618 |
| wind_speed | 0.051589422 |
| observation/ | |
| HVAC_electricity_demand_rate | 8483.801 |
| air_humidity | 51.541798 |
| air_temperature | 23.24878 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 436.0 |
| direct_solar_radiation | 309.5 |
| hour | 10.0 |
| htg_setpoint | 23.097855 |
| month | 6.0 |
| outdoor_humidity | 76.25 |
| outdoor_temperature | 26.898333 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 7635421.0 |
| wind_direction | 142.5 |
| wind_speed | 5.05 |
--------------------------------------------------
--------------------------------------------------*********---------------------------------------------------| 48%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.14442831 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.812592 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.9311783 |
| air_humidity | 1.161592 |
| air_temperature | 0.43047094 |
| clg_setpoint | -1.098001 |
| co2_emission | 0.0 |
| day_of_month | 1.0634787 |
| diffuse_solar_radiation | 2.2008438 |
| direct_solar_radiation | 1.0927011 |
| hour | -0.07195704 |
| htg_setpoint | 1.2656256 |
| month | -0.056337796 |
| outdoor_humidity | 0.5889604 |
| outdoor_temperature | 1.2662954 |
| people_occupant | 1.218174 |
| total_electricity_HVAC | 0.8494135 |
| wind_direction | 0.14682312 |
| wind_speed | 0.1657637 |
| observation/ | |
| HVAC_electricity_demand_rate | 7053.3013 |
| air_humidity | 51.928486 |
| air_temperature | 23.248625 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 290.5 |
| direct_solar_radiation | 425.25 |
| hour | 11.0 |
| htg_setpoint | 23.210682 |
| month | 6.0 |
| outdoor_humidity | 80.75 |
| outdoor_temperature | 24.486633 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 6347971.0 |
| wind_direction | 197.5 |
| wind_speed | 5.325 |
--------------------------------------------------
--------------------------------------------------*********---------------------------------------------------| 48%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.5068617 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 20.476097 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.688575 |
| air_humidity | 1.0797737 |
| air_temperature | 0.43129325 |
| clg_setpoint | -1.0978514 |
| co2_emission | 0.0 |
| day_of_month | 1.1766164 |
| diffuse_solar_radiation | 1.2313644 |
| direct_solar_radiation | 2.4192762 |
| hour | 0.07250709 |
| htg_setpoint | 0.03252501 |
| month | -0.056319807 |
| outdoor_humidity | -0.5475044 |
| outdoor_temperature | 1.3923203 |
| people_occupant | 0.26445243 |
| total_electricity_HVAC | 0.7533251 |
| wind_direction | 0.075305015 |
| wind_speed | 0.42484453 |
| observation/ | |
| HVAC_electricity_demand_rate | 5993.196 |
| air_humidity | 50.866444 |
| air_temperature | 23.249866 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 195.0 |
| direct_solar_radiation | 756.5 |
| hour | 12.0 |
| htg_setpoint | 18.029522 |
| month | 6.0 |
| outdoor_humidity | 57.0 |
| outdoor_temperature | 25.721268 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 5950696.0 |
| wind_direction | 190.0 |
| wind_speed | 5.95 |
--------------------------------------------------
--------------------------------------------------**********--------------------------------------------------| 49%
| action_network/ | |
| Cooling_Setpoint_RL | -0.4349257 |
| Heating_Setpoint_RL | -0.054978788 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.157125 |
| Heating_Setpoint_RL | 17.315744 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.42796236 |
| air_humidity | 1.0819383 |
| air_temperature | 1.3062612 |
| clg_setpoint | -0.66279566 |
| co2_emission | 0.0 |
| day_of_month | 1.2895477 |
| diffuse_solar_radiation | 2.040213 |
| direct_solar_radiation | 1.8315154 |
| hour | 0.21697117 |
| htg_setpoint | -0.9825248 |
| month | -0.056301836 |
| outdoor_humidity | -0.009347306 |
| outdoor_temperature | 1.3330861 |
| people_occupant | 1.2176522 |
| total_electricity_HVAC | 0.37047693 |
| wind_direction | 0.05150187 |
| wind_speed | 2.073526 |
| observation/ | |
| HVAC_electricity_demand_rate | 4854.444 |
| air_humidity | 50.897976 |
| air_temperature | 24.424154 |
| clg_setpoint | 24.39889 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 274.75 |
| direct_solar_radiation | 610.0 |
| hour | 13.0 |
| htg_setpoint | 13.76446 |
| month | 6.0 |
| outdoor_humidity | 68.25 |
| outdoor_temperature | 25.154562 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 4368999.5 |
| wind_direction | 187.5 |
| wind_speed | 9.925 |
--------------------------------------------------
-------------------------------------------------***********--------------------------------------------------| 49%
| action_network/ | |
| Cooling_Setpoint_RL | -0.96106863 |
| Heating_Setpoint_RL | 0.558686 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.381393 |
| Heating_Setpoint_RL | 20.767609 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.0448818 |
| air_humidity | 1.144505 |
| air_temperature | 0.43004608 |
| clg_setpoint | -1.0977279 |
| co2_emission | 0.0 |
| day_of_month | 1.402231 |
| diffuse_solar_radiation | 2.490856 |
| direct_solar_radiation | 0.50735253 |
| hour | 0.36143497 |
| htg_setpoint | -0.14560577 |
| month | -0.05628388 |
| outdoor_humidity | 0.5407239 |
| outdoor_temperature | 1.117354 |
| people_occupant | 1.6940225 |
| total_electricity_HVAC | 0.9575935 |
| wind_direction | 0.3126939 |
| wind_speed | 0.68290645 |
| observation/ | |
| HVAC_electricity_demand_rate | 7548.131 |
| air_humidity | 51.72304 |
| air_temperature | 23.248652 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 319.25 |
| direct_solar_radiation | 279.5 |
| hour | 14.0 |
| htg_setpoint | 17.282257 |
| month | 6.0 |
| outdoor_humidity | 79.75 |
| outdoor_temperature | 23.064056 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 6793318.0 |
| wind_direction | 215.0 |
| wind_speed | 6.575 |
-------------------------------------------------
--------------------------------------------------**********--------------------------------------------------| 49%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.16012959 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.525728 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.56707734 |
| air_humidity | -0.8561392 |
| air_temperature | 0.20340107 |
| clg_setpoint | -0.3973621 |
| co2_emission | 0.0 |
| day_of_month | 1.5146213 |
| diffuse_solar_radiation | 1.7347071 |
| direct_solar_radiation | -0.61230683 |
| hour | 0.5058979 |
| htg_setpoint | -0.47694948 |
| month | -0.056265943 |
| outdoor_humidity | 0.5761373 |
| outdoor_temperature | 1.0707365 |
| people_occupant | -0.6891626 |
| total_electricity_HVAC | -0.57755387 |
| wind_direction | -0.6137264 |
| wind_speed | -0.55138546 |
| observation/ | |
| HVAC_electricity_demand_rate | 509.49487 |
| air_humidity | 25.655838 |
| air_temperature | 22.944704 |
| clg_setpoint | 25.099665 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 244.75 |
| direct_solar_radiation | 0.0 |
| hour | 15.0 |
| htg_setpoint | 15.891006 |
| month | 6.0 |
| outdoor_humidity | 80.5 |
| outdoor_temperature | 22.617054 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 454395.66 |
| wind_direction | 117.5 |
| wind_speed | 3.6 |
--------------------------------------------------
-------------------------------------------------***********--------------------------------------------------| 49%
| action_network/ | |
| Cooling_Setpoint_RL | 0.86659825 |
| Heating_Setpoint_RL | -0.5138852 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.549768 |
| Heating_Setpoint_RL | 14.734396 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5432226 |
| air_humidity | -1.3339486 |
| air_temperature | 0.8689398 |
| clg_setpoint | 1.2255021 |
| co2_emission | 0.0 |
| day_of_month | 1.62667 |
| diffuse_solar_radiation | 2.2248468 |
| direct_solar_radiation | -0.24555047 |
| hour | 0.6503591 |
| htg_setpoint | 0.8234358 |
| month | -0.05624802 |
| outdoor_humidity | 0.63562614 |
| outdoor_temperature | 0.7533494 |
| people_occupant | -0.6888399 |
| total_electricity_HVAC | -0.5541394 |
| wind_direction | 0.09891054 |
| wind_speed | 1.4406686 |
| observation/ | |
| HVAC_electricity_demand_rate | 612.94366 |
| air_humidity | 19.423222 |
| air_temperature | 23.83713 |
| clg_setpoint | 29.385529 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 293.25 |
| direct_solar_radiation | 91.5 |
| hour | 16.0 |
| htg_setpoint | 21.353874 |
| month | 6.0 |
| outdoor_humidity | 81.75 |
| outdoor_temperature | 19.537457 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 550435.1 |
| wind_direction | 192.5 |
| wind_speed | 8.4 |
-------------------------------------------------
------------------------------------------------*************-------------------------------------------------| 50%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.8691206 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.7361965 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.678543 |
| air_humidity | 1.2258404 |
| air_temperature | 0.42983556 |
| clg_setpoint | -1.0977693 |
| co2_emission | 0.0 |
| day_of_month | -1.6718879 |
| diffuse_solar_radiation | 0.15145476 |
| direct_solar_radiation | 1.5652022 |
| hour | 0.79481745 |
| htg_setpoint | -0.4885564 |
| month | 0.23490675 |
| outdoor_humidity | 0.50363 |
| outdoor_temperature | 1.1810905 |
| people_occupant | 1.6948802 |
| total_electricity_HVAC | 0.6089413 |
| wind_direction | 0.07491478 |
| wind_speed | 0.52790403 |
| observation/ | |
| HVAC_electricity_demand_rate | 5944.964 |
| air_humidity | 52.785988 |
| air_temperature | 23.248549 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 88.75 |
| direct_solar_radiation | 543.5 |
| hour | 17.0 |
| htg_setpoint | 15.841823 |
| month | 7.0 |
| outdoor_humidity | 79.0 |
| outdoor_temperature | 23.700148 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 5350467.5 |
| wind_direction | 190.0 |
| wind_speed | 6.2 |
------------------------------------------------
-------------------------------------------------************-------------------------------------------------| 50%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.11263579 |
| air_humidity | 1.2205007 |
| air_temperature | 0.4304977 |
| clg_setpoint | -1.0975814 |
| co2_emission | 0.0 |
| day_of_month | -1.5564014 |
| diffuse_solar_radiation | -0.17046133 |
| direct_solar_radiation | -0.29735038 |
| hour | 0.9392714 |
| htg_setpoint | -1.4030055 |
| month | 0.23482814 |
| outdoor_humidity | 0.63502043 |
| outdoor_temperature | 0.8455714 |
| people_occupant | 0.5027619 |
| total_electricity_HVAC | -0.14162423 |
| wind_direction | 0.1227344 |
| wind_speed | 1.0989053 |
| observation/ | |
| HVAC_electricity_demand_rate | 2492.9858 |
| air_humidity | 52.725754 |
| air_temperature | 23.249628 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 57.0 |
| direct_solar_radiation | 78.75 |
| hour | 18.0 |
| htg_setpoint | 12.0 |
| month | 7.0 |
| outdoor_humidity | 81.75 |
| outdoor_temperature | 20.445751 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 2253704.0 |
| wind_direction | 195.0 |
| wind_speed | 7.575 |
| train/ | |
| approx_kl | 0.007932199 |
| clip_fraction | 0.0788 |
| clip_range | 0.2 |
| entropy_loss | -2.4 |
| explained_variance | 0.33 |
| learning_rate | 0.0003 |
| loss | 0.375 |
| n_updates | 770 |
| policy_gradient_loss | -0.00953 |
| std | 0.811 |
| value_loss | 1.23 |
-------------------------------------------------
-------------------------------------------------************-------------------------------------------------| 50%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.2854522 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.230667 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.26753393 |
| air_humidity | 1.9529955 |
| air_temperature | 0.43052548 |
| clg_setpoint | -1.0974653 |
| co2_emission | 0.0 |
| day_of_month | -1.4412701 |
| diffuse_solar_radiation | -0.4976453 |
| direct_solar_radiation | -0.5915166 |
| hour | 1.0837193 |
| htg_setpoint | 1.2744194 |
| month | 0.23474963 |
| outdoor_humidity | 0.21579875 |
| outdoor_temperature | 1.1664586 |
| people_occupant | -0.45081267 |
| total_electricity_HVAC | -0.28226778 |
| wind_direction | 0.8836068 |
| wind_speed | -1.1731476 |
| observation/ | |
| HVAC_electricity_demand_rate | 1817.5763 |
| air_humidity | 62.279728 |
| air_temperature | 23.249817 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 24.75 |
| direct_solar_radiation | 5.25 |
| hour | 19.0 |
| htg_setpoint | 23.25 |
| month | 7.0 |
| outdoor_humidity | 73.0 |
| outdoor_temperature | 23.57345 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 1673818.8 |
| wind_direction | 275.0 |
| wind_speed | 2.1 |
-------------------------------------------------
--------------------------------------------------***********-------------------------------------------------| 50%
| action_network/ | |
| Cooling_Setpoint_RL | -0.05049017 |
| Heating_Setpoint_RL | 0.2737828 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.454596 |
| Heating_Setpoint_RL | 19.165028 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.524211 |
| air_humidity | 0.9598158 |
| air_temperature | 0.58879554 |
| clg_setpoint | -0.90210676 |
| co2_emission | 0.0 |
| day_of_month | -1.3264409 |
| diffuse_solar_radiation | -0.74854374 |
| direct_solar_radiation | -0.6127173 |
| hour | 1.228159 |
| htg_setpoint | 1.2743213 |
| month | 0.23467119 |
| outdoor_humidity | -0.035716005 |
| outdoor_temperature | 0.90315086 |
| people_occupant | -0.45094386 |
| total_electricity_HVAC | -0.53577054 |
| wind_direction | -0.75645596 |
| wind_speed | -1.0174288 |
| observation/ | |
| HVAC_electricity_demand_rate | 698.63336 |
| air_humidity | 49.342678 |
| air_temperature | 23.462015 |
| clg_setpoint | 23.765705 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 23.25 |
| month | 7.0 |
| outdoor_humidity | 67.75 |
| outdoor_temperature | 21.02272 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 628770.06 |
| wind_direction | 102.5 |
| wind_speed | 2.475 |
--------------------------------------------------
-------------------------------------------------*************------------------------------------------------| 51%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.28966743 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 15.995621 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5460723 |
| air_humidity | 0.7762489 |
| air_temperature | 0.24556164 |
| clg_setpoint | 1.4583555 |
| co2_emission | 0.0 |
| day_of_month | -1.2118655 |
| diffuse_solar_radiation | -0.748506 |
| direct_solar_radiation | -0.61273926 |
| hour | 1.3725882 |
| htg_setpoint | -1.1775545 |
| month | 0.23459283 |
| outdoor_humidity | 1.209322 |
| outdoor_temperature | 1.1771144 |
| people_occupant | -0.68939084 |
| total_electricity_HVAC | -0.55659634 |
| wind_direction | 0.1472974 |
| wind_speed | 0.46714842 |
| observation/ | |
| HVAC_electricity_demand_rate | 604.09436 |
| air_humidity | 46.95536 |
| air_temperature | 23.002388 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 12.950507 |
| month | 7.0 |
| outdoor_humidity | 93.75 |
| outdoor_temperature | 23.69398 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 543684.94 |
| wind_direction | 197.5 |
| wind_speed | 6.05 |
-------------------------------------------------
-------------------------------------------------*************------------------------------------------------| 51%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.54036033 |
| air_humidity | -1.2608554 |
| air_temperature | 0.53751826 |
| clg_setpoint | 0.48863515 |
| co2_emission | 0.0 |
| day_of_month | -1.0974998 |
| diffuse_solar_radiation | -0.74861807 |
| direct_solar_radiation | -0.61292267 |
| hour | 1.517004 |
| htg_setpoint | -0.5635739 |
| month | 0.23451455 |
| outdoor_humidity | 0.717998 |
| outdoor_temperature | 1.5544715 |
| people_occupant | -0.6890692 |
| total_electricity_HVAC | -0.5511603 |
| wind_direction | -1.7316808 |
| wind_speed | -2.0449214 |
| observation/ | |
| HVAC_electricity_demand_rate | 628.40717 |
| air_humidity | 20.401802 |
| air_temperature | 23.394224 |
| clg_setpoint | 27.440313 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 15.527972 |
| month | 7.0 |
| outdoor_humidity | 83.5 |
| outdoor_temperature | 27.377998 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 565566.44 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
-------------------------------------------------*************------------------------------------------------| 51%
| action_network/ | |
| Cooling_Setpoint_RL | 0.24540374 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.453238 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.55886513 |
| air_humidity | -1.7895579 |
| air_temperature | 0.4398039 |
| clg_setpoint | 1.3062338 |
| co2_emission | 0.0 |
| day_of_month | -0.98330444 |
| diffuse_solar_radiation | -0.7487333 |
| direct_solar_radiation | -0.6129853 |
| hour | 1.6614038 |
| htg_setpoint | -1.402792 |
| month | 0.23443635 |
| outdoor_humidity | 0.08328414 |
| outdoor_temperature | 1.4076984 |
| people_occupant | -0.68874806 |
| total_electricity_HVAC | -0.56877047 |
| wind_direction | -1.0897106 |
| wind_speed | -0.3420299 |
| observation/ | |
| HVAC_electricity_demand_rate | 547.10925 |
| air_humidity | 13.485941 |
| air_temperature | 23.263853 |
| clg_setpoint | 29.600058 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 12.0 |
| month | 7.0 |
| outdoor_humidity | 70.25 |
| outdoor_temperature | 25.969723 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 492398.34 |
| wind_direction | 67.5 |
| wind_speed | 4.1 |
-------------------------------------------------
-------------------------------------------------**************-----------------------------------------------| 52%
| action_network/ | |
| Cooling_Setpoint_RL | 0.11444584 |
| Heating_Setpoint_RL | 0.9442086 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.011255 |
| Heating_Setpoint_RL | 22.936172 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.20698562 |
| air_humidity | 0.8206829 |
| air_temperature | 0.42962775 |
| clg_setpoint | 1.4578563 |
| co2_emission | 0.0 |
| day_of_month | -0.7556629 |
| diffuse_solar_radiation | -0.74880713 |
| direct_solar_radiation | -0.6129728 |
| hour | -1.6613038 |
| htg_setpoint | 1.2744817 |
| month | 0.23435822 |
| outdoor_humidity | 1.2211604 |
| outdoor_temperature | 1.2877423 |
| people_occupant | -0.68885803 |
| total_electricity_HVAC | 0.5052288 |
| wind_direction | -1.5654672 |
| wind_speed | -1.8884517 |
| observation/ | |
| HVAC_electricity_demand_rate | 3885.8193 |
| air_humidity | 47.52863 |
| air_temperature | 23.250353 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 23.25 |
| month | 7.0 |
| outdoor_humidity | 94.0 |
| outdoor_temperature | 24.81682 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4919518.5 |
| wind_direction | 17.5 |
| wind_speed | 0.375 |
-------------------------------------------------
-------------------------------------------------**************-----------------------------------------------| 52%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.6783276 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 21.440594 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.56388795 |
| air_humidity | 0.16464491 |
| air_temperature | 0.32906196 |
| clg_setpoint | 1.4579136 |
| co2_emission | 0.0 |
| day_of_month | -0.64169544 |
| diffuse_solar_radiation | -0.74890745 |
| direct_solar_radiation | -0.6131024 |
| hour | -1.5167682 |
| htg_setpoint | 0.6683155 |
| month | 0.23428017 |
| outdoor_humidity | -0.360782 |
| outdoor_temperature | 1.5539855 |
| people_occupant | -0.68896794 |
| total_electricity_HVAC | -0.5735708 |
| wind_direction | 1.0513622 |
| wind_speed | 0.3234027 |
| observation/ | |
| HVAC_electricity_demand_rate | 526.794 |
| air_humidity | 38.977985 |
| air_temperature | 23.115871 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 20.703403 |
| month | 7.0 |
| outdoor_humidity | 61.0 |
| outdoor_temperature | 27.427448 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 474114.6 |
| wind_direction | 292.5 |
| wind_speed | 5.7 |
-------------------------------------------------
-------------------------------------------------**************-----------------------------------------------| 52%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.10398999 |
| air_humidity | 0.05443981 |
| air_temperature | 0.428835 |
| clg_setpoint | 0.2331012 |
| co2_emission | 0.0 |
| day_of_month | -0.52779883 |
| diffuse_solar_radiation | -0.7489925 |
| direct_solar_radiation | -0.6132301 |
| hour | -1.3722502 |
| htg_setpoint | 1.2742959 |
| month | 0.23420219 |
| outdoor_humidity | -0.62384164 |
| outdoor_temperature | 0.6497297 |
| people_occupant | -0.6890777 |
| total_electricity_HVAC | 0.062136732 |
| wind_direction | 1.5976042 |
| wind_speed | -0.18547599 |
| observation/ | |
| HVAC_electricity_demand_rate | 3438.717 |
| air_humidity | 37.54473 |
| air_temperature | 23.249683 |
| clg_setpoint | 26.764893 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 23.25 |
| month | 7.0 |
| outdoor_humidity | 55.5 |
| outdoor_temperature | 18.631111 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3094845.2 |
| wind_direction | 350.0 |
| wind_speed | 4.475 |
-------------------------------------------------
---------------------------------------------------*************----------------------------------------------| 53%
| action_network/ | |
| Cooling_Setpoint_RL | -0.8280878 |
| Heating_Setpoint_RL | 0.25425613 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.830204 |
| Heating_Setpoint_RL | 19.055191 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.58215773 |
| air_humidity | 0.037530188 |
| air_temperature | -0.0043215584 |
| clg_setpoint | 0.94117886 |
| co2_emission | 0.0 |
| day_of_month | -0.41395158 |
| diffuse_solar_radiation | -0.7491123 |
| direct_solar_radiation | -0.61345613 |
| hour | -1.2277465 |
| htg_setpoint | 0.15421766 |
| month | 0.2341243 |
| outdoor_humidity | 0.46704626 |
| outdoor_temperature | 1.0332745 |
| people_occupant | -0.6891873 |
| total_electricity_HVAC | -0.590942 |
| wind_direction | 0.8599999 |
| wind_speed | -0.65279955 |
| observation/ | |
| HVAC_electricity_demand_rate | 448.3669 |
| air_humidity | 37.329716 |
| air_temperature | 22.670134 |
| clg_setpoint | 28.63485 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 18.54398 |
| month | 7.0 |
| outdoor_humidity | 78.25 |
| outdoor_temperature | 22.377365 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 403675.06 |
| wind_direction | 272.5 |
| wind_speed | 3.35 |
---------------------------------------------------
---------------------------------------------------*************----------------------------------------------| 53%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.8620353 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 22.47395 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.25330263 |
| air_humidity | -0.32823798 |
| air_temperature | 0.1256501 |
| clg_setpoint | -0.0054569854 |
| co2_emission | 0.0 |
| day_of_month | -0.3001365 |
| diffuse_solar_radiation | -0.74918306 |
| direct_solar_radiation | -0.61365587 |
| hour | -1.0832543 |
| htg_setpoint | 1.1788136 |
| month | 0.23404649 |
| outdoor_humidity | 1.1023457 |
| outdoor_temperature | 1.051317 |
| people_occupant | -0.6892968 |
| total_electricity_HVAC | -0.27796134 |
| wind_direction | 0.47932756 |
| wind_speed | -0.54880446 |
| observation/ | |
| HVAC_electricity_demand_rate | 1881.8867 |
| air_humidity | 32.564137 |
| air_temperature | 22.844307 |
| clg_setpoint | 26.133936 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 22.84872 |
| month | 7.0 |
| outdoor_humidity | 91.5 |
| outdoor_temperature | 22.565578 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1693698.1 |
| wind_direction | 232.5 |
| wind_speed | 3.6 |
---------------------------------------------------
-------------------------------------------------***************----------------------------------------------| 53%
| action_network/ | |
| Cooling_Setpoint_RL | 0.5949689 |
| Heating_Setpoint_RL | -0.7121633 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.63302 |
| Heating_Setpoint_RL | 13.6190815 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5821182 |
| air_humidity | -1.5824897 |
| air_temperature | 0.03375013 |
| clg_setpoint | 1.4578832 |
| co2_emission | 0.0 |
| day_of_month | -0.18634033 |
| diffuse_solar_radiation | -0.47114247 |
| direct_solar_radiation | 0.26460215 |
| hour | -0.9387713 |
| htg_setpoint | -0.7850752 |
| month | 0.23396875 |
| outdoor_humidity | 0.5511976 |
| outdoor_temperature | 1.1315823 |
| people_occupant | -0.68897665 |
| total_electricity_HVAC | -0.5911661 |
| wind_direction | -1.400017 |
| wind_speed | -0.9124819 |
| observation/ | |
| HVAC_electricity_demand_rate | 448.57993 |
| air_humidity | 16.196463 |
| air_temperature | 22.721888 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 27.5 |
| direct_solar_radiation | 219.5 |
| hour | 5.0 |
| htg_setpoint | 14.595356 |
| month | 7.0 |
| outdoor_humidity | 80.0 |
| outdoor_temperature | 23.361244 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 402810.5 |
| wind_direction | 35.0 |
| wind_speed | 2.725 |
-------------------------------------------------
-------------------------------------------------***************----------------------------------------------| 53%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.95495695 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.253367 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6108429 |
| air_humidity | -1.8184985 |
| air_temperature | -0.29160842 |
| clg_setpoint | 0.4624873 |
| co2_emission | 0.0 |
| day_of_month | -0.07255388 |
| diffuse_solar_radiation | -0.32960382 |
| direct_solar_radiation | -0.6137885 |
| hour | -0.7942951 |
| htg_setpoint | 0.420338 |
| month | 0.2338911 |
| outdoor_humidity | 1.4018358 |
| outdoor_temperature | 0.86962885 |
| people_occupant | -0.688657 |
| total_electricity_HVAC | -0.61824536 |
| wind_direction | -1.5183598 |
| wind_speed | -0.39301947 |
| observation/ | |
| HVAC_electricity_demand_rate | 322.78223 |
| air_humidity | 13.086984 |
| air_temperature | 22.28697 |
| clg_setpoint | 27.37212 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 41.5 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 19.659092 |
| month | 7.0 |
| outdoor_humidity | 97.75 |
| outdoor_temperature | 20.815798 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 290652.2 |
| wind_direction | 22.5 |
| wind_speed | 3.975 |
-------------------------------------------------
-------------------------------------------------****************---------------------------------------------| 54%
| action_network/ | |
| Cooling_Setpoint_RL | -0.34512645 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.460197 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.439375 |
| air_humidity | -0.10277999 |
| air_temperature | 0.42792422 |
| clg_setpoint | -0.18318097 |
| co2_emission | 0.0 |
| day_of_month | 0.041228015 |
| diffuse_solar_radiation | 1.0050588 |
| direct_solar_radiation | 0.16083747 |
| hour | -0.6498238 |
| htg_setpoint | 1.2745441 |
| month | 0.23381351 |
| outdoor_humidity | 0.61039746 |
| outdoor_temperature | 1.346768 |
| people_occupant | -0.68876654 |
| total_electricity_HVAC | -0.42491326 |
| wind_direction | 1.6696615 |
| wind_speed | -1.8893067 |
| observation/ | |
| HVAC_electricity_demand_rate | 1069.8997 |
| air_humidity | 35.48431 |
| air_temperature | 23.249691 |
| clg_setpoint | 25.666689 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 173.5 |
| direct_solar_radiation | 193.5 |
| hour | 7.0 |
| htg_setpoint | 23.25 |
| month | 7.0 |
| outdoor_humidity | 81.25 |
| outdoor_temperature | 25.481445 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1087064.2 |
| wind_direction | 357.5 |
| wind_speed | 0.375 |
-------------------------------------------------
--------------------------------------------------***************---------------------------------------------| 54%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.44869587 |
| air_humidity | -0.084638394 |
| air_temperature | 1.9928693 |
| clg_setpoint | 1.4569509 |
| co2_emission | 0.0 |
| day_of_month | 0.15500651 |
| diffuse_solar_radiation | 0.39036146 |
| direct_solar_radiation | 2.3357468 |
| hour | -0.5053559 |
| htg_setpoint | -0.6810932 |
| month | 0.23373601 |
| outdoor_humidity | -0.38427794 |
| outdoor_temperature | 1.3182617 |
| people_occupant | 1.6949086 |
| total_electricity_HVAC | -0.46866718 |
| wind_direction | -1.0176367 |
| wind_speed | -0.91191804 |
| observation/ | |
| HVAC_electricity_demand_rate | 1029.9629 |
| air_humidity | 35.727493 |
| air_temperature | 25.342512 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 112.75 |
| direct_solar_radiation | 736.75 |
| hour | 8.0 |
| htg_setpoint | 15.033342 |
| month | 7.0 |
| outdoor_humidity | 60.5 |
| outdoor_temperature | 25.21665 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 907561.3 |
| wind_direction | 75.0 |
| wind_speed | 2.725 |
--------------------------------------------------
-------------------------------------------------****************---------------------------------------------| 54%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.14428933 |
| air_humidity | 1.9875973 |
| air_temperature | 0.42958 |
| clg_setpoint | -1.097735 |
| co2_emission | 0.0 |
| day_of_month | 0.26877877 |
| diffuse_solar_radiation | 0.7869539 |
| direct_solar_radiation | -0.61378574 |
| hour | -0.36089006 |
| htg_setpoint | 0.48259696 |
| month | 0.23365858 |
| outdoor_humidity | 1.2222115 |
| outdoor_temperature | 0.997665 |
| people_occupant | 1.6945537 |
| total_electricity_HVAC | 0.10048641 |
| wind_direction | -0.6371711 |
| wind_speed | -0.59983814 |
| observation/ | |
| HVAC_electricity_demand_rate | 3611.6184 |
| air_humidity | 62.77771 |
| air_temperature | 23.252367 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 152.0 |
| direct_solar_radiation | 0.0 |
| hour | 9.0 |
| htg_setpoint | 19.924694 |
| month | 7.0 |
| outdoor_humidity | 94.0 |
| outdoor_temperature | 22.096365 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 3250456.5 |
| wind_direction | 115.0 |
| wind_speed | 3.475 |
-------------------------------------------------
-------------------------------------------------****************---------------------------------------------| 54%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.78512466 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 22.041327 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.7680262 |
| air_humidity | 1.1970633 |
| air_temperature | 0.42657986 |
| clg_setpoint | -1.0975512 |
| co2_emission | 0.0 |
| day_of_month | 0.38253796 |
| diffuse_solar_radiation | 2.4822507 |
| direct_solar_radiation | 1.4894801 |
| hour | -0.21642539 |
| htg_setpoint | 0.5636337 |
| month | 0.23358123 |
| outdoor_humidity | 0.2625008 |
| outdoor_temperature | 1.6962171 |
| people_occupant | 1.6941993 |
| total_electricity_HVAC | 1.6460757 |
| wind_direction | 0.14808513 |
| wind_speed | -0.22510803 |
| observation/ | |
| HVAC_electricity_demand_rate | 10677.906 |
| air_humidity | 52.477207 |
| air_temperature | 23.248472 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 319.75 |
| direct_solar_radiation | 525.25 |
| hour | 10.0 |
| htg_setpoint | 20.267643 |
| month | 7.0 |
| outdoor_humidity | 74.0 |
| outdoor_temperature | 28.92572 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 9610116.0 |
| wind_direction | 197.5 |
| wind_speed | 4.375 |
-------------------------------------------------
-------------------------------------------------*****************--------------------------------------------| 55%
| action_network/ | |
| Cooling_Setpoint_RL | 0.66004455 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.85265 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.26682937 |
| air_humidity | -0.48219785 |
| air_temperature | 0.618063 |
| clg_setpoint | -0.46087515 |
| co2_emission | 0.0 |
| day_of_month | 0.49627328 |
| diffuse_solar_radiation | 3.1548445 |
| direct_solar_radiation | 0.9418915 |
| hour | -0.07196117 |
| htg_setpoint | 1.2733363 |
| month | 0.23350395 |
| outdoor_humidity | 0.285983 |
| outdoor_temperature | 1.5720416 |
| people_occupant | -0.68920356 |
| total_electricity_HVAC | -0.29084954 |
| wind_direction | 0.100419305 |
| wind_speed | -0.49527323 |
| observation/ | |
| HVAC_electricity_demand_rate | 1823.1608 |
| air_humidity | 30.558764 |
| air_temperature | 23.50448 |
| clg_setpoint | 24.931526 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 386.5 |
| direct_solar_radiation | 388.5 |
| hour | 11.0 |
| htg_setpoint | 23.25 |
| month | 7.0 |
| outdoor_humidity | 74.5 |
| outdoor_temperature | 27.728088 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1640844.8 |
| wind_direction | 192.5 |
| wind_speed | 3.725 |
-------------------------------------------------
-------------------------------------------------*****************--------------------------------------------| 55%
| action_network/ | |
| Cooling_Setpoint_RL | 0.41352212 |
| Heating_Setpoint_RL | 0.083221495 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.020638 |
| Heating_Setpoint_RL | 18.09312 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.01412417 |
| air_humidity | -1.5112417 |
| air_temperature | 0.28498754 |
| clg_setpoint | -1.0974451 |
| co2_emission | 0.0 |
| day_of_month | 0.6099699 |
| diffuse_solar_radiation | 3.0060086 |
| direct_solar_radiation | 1.3083868 |
| hour | 0.07250295 |
| htg_setpoint | -1.1314762 |
| month | 0.23342675 |
| outdoor_humidity | 0.11773464 |
| outdoor_temperature | 1.8106598 |
| people_occupant | -0.6888849 |
| total_electricity_HVAC | 0.02675736 |
| wind_direction | 0.1478921 |
| wind_speed | 0.22233284 |
| observation/ | |
| HVAC_electricity_demand_rate | 3044.5898 |
| air_humidity | 17.113518 |
| air_temperature | 23.059742 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 372.0 |
| direct_solar_radiation | 480.0 |
| hour | 12.0 |
| htg_setpoint | 13.142219 |
| month | 7.0 |
| outdoor_humidity | 71.0 |
| outdoor_temperature | 30.076147 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2946481.8 |
| wind_direction | 197.5 |
| wind_speed | 5.45 |
-------------------------------------------------
------------------------------------------------******************--------------------------------------------| 55%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.5719746 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 14.407643 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.3182226 |
| air_humidity | 1.2397709 |
| air_temperature | 0.43141752 |
| clg_setpoint | -1.0976728 |
| co2_emission | 0.0 |
| day_of_month | 0.7236092 |
| diffuse_solar_radiation | 2.9056141 |
| direct_solar_radiation | 1.316698 |
| hour | 0.21696702 |
| htg_setpoint | 1.273821 |
| month | 0.23334964 |
| outdoor_humidity | 0.33324552 |
| outdoor_temperature | 1.5308554 |
| people_occupant | 1.2184026 |
| total_electricity_HVAC | 1.2179899 |
| wind_direction | 0.1716542 |
| wind_speed | 0.7419058 |
| observation/ | |
| HVAC_electricity_demand_rate | 8716.985 |
| air_humidity | 53.029312 |
| air_temperature | 23.255814 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 362.25 |
| direct_solar_radiation | 482.0 |
| hour | 13.0 |
| htg_setpoint | 23.25 |
| month | 7.0 |
| outdoor_humidity | 75.5 |
| outdoor_temperature | 27.357346 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 7845287.0 |
| wind_direction | 200.0 |
| wind_speed | 6.7 |
------------------------------------------------
-------------------------------------------------******************-------------------------------------------| 56%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.6071041 |
| air_humidity | 1.6865652 |
| air_temperature | 0.42672077 |
| clg_setpoint | -1.0976026 |
| co2_emission | 0.0 |
| day_of_month | 0.8371686 |
| diffuse_solar_radiation | 1.6033775 |
| direct_solar_radiation | -0.61386234 |
| hour | 0.3614308 |
| htg_setpoint | 1.2735864 |
| month | 0.23327258 |
| outdoor_humidity | 1.1485232 |
| outdoor_temperature | 1.0042319 |
| people_occupant | 1.6948702 |
| total_electricity_HVAC | 0.54107344 |
| wind_direction | 0.5764823 |
| wind_speed | 0.2423354 |
| observation/ | |
| HVAC_electricity_demand_rate | 5623.6157 |
| air_humidity | 58.870792 |
| air_temperature | 23.249697 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 233.25 |
| direct_solar_radiation | 0.0 |
| hour | 14.0 |
| htg_setpoint | 23.25 |
| month | 7.0 |
| outdoor_humidity | 92.5 |
| outdoor_temperature | 22.217487 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 5061254.0 |
| wind_direction | 242.5 |
| wind_speed | 5.5 |
-------------------------------------------------
-------------------------------------------------******************-------------------------------------------| 56%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.2318493 |
| air_humidity | 1.1439347 |
| air_temperature | 0.4261417 |
| clg_setpoint | -1.0973064 |
| co2_emission | 0.0 |
| day_of_month | 0.9506214 |
| diffuse_solar_radiation | 0.95240265 |
| direct_solar_radiation | 1.9346933 |
| hour | 0.5058937 |
| htg_setpoint | 1.273205 |
| month | 0.23319562 |
| outdoor_humidity | -0.13557209 |
| outdoor_temperature | 1.4661071 |
| people_occupant | 1.6945167 |
| total_electricity_HVAC | 1.1809766 |
| wind_direction | 0.10000823 |
| wind_speed | -0.06943728 |
| observation/ | |
| HVAC_electricity_demand_rate | 8340.34 |
| air_humidity | 51.797356 |
| air_temperature | 23.249044 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 168.75 |
| direct_solar_radiation | 636.25 |
| hour | 15.0 |
| htg_setpoint | 23.25 |
| month | 7.0 |
| outdoor_humidity | 65.75 |
| outdoor_temperature | 26.742123 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 7692098.0 |
| wind_direction | 192.5 |
| wind_speed | 4.75 |
| train/ | |
| approx_kl | 0.007088024 |
| clip_fraction | 0.0751 |
| clip_range | 0.2 |
| entropy_loss | -2.41 |
| explained_variance | 0.666 |
| learning_rate | 0.0003 |
| loss | 0.402 |
| n_updates | 780 |
| policy_gradient_loss | -0.00804 |
| std | 0.811 |
| value_loss | 1.74 |
-------------------------------------------------
-------------------------------------------------******************-------------------------------------------| 56%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.9700573 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.081572 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.86905587 |
| air_humidity | 1.1634207 |
| air_temperature | 0.42601413 |
| clg_setpoint | -1.0969905 |
| co2_emission | 0.0 |
| day_of_month | 1.0639375 |
| diffuse_solar_radiation | 1.5082343 |
| direct_solar_radiation | -0.42771864 |
| hour | 0.650355 |
| htg_setpoint | -0.18818595 |
| month | 0.23311873 |
| outdoor_humidity | -0.1598641 |
| outdoor_temperature | 1.4626294 |
| people_occupant | 1.6941637 |
| total_electricity_HVAC | 0.789818 |
| wind_direction | 0.17130561 |
| wind_speed | 0.31579563 |
| observation/ | |
| HVAC_electricity_demand_rate | 6763.167 |
| air_humidity | 52.055447 |
| air_temperature | 23.24909 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 224.0 |
| direct_solar_radiation | 46.5 |
| hour | 16.0 |
| htg_setpoint | 17.108587 |
| month | 7.0 |
| outdoor_humidity | 65.25 |
| outdoor_temperature | 26.719154 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 6084236.5 |
| wind_direction | 200.0 |
| wind_speed | 5.675 |
-------------------------------------------------
-------------------------------------------------******************-------------------------------------------| 56%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.12438238 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.32465 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.43253472 |
| air_humidity | 2.1261082 |
| air_temperature | 0.42649966 |
| clg_setpoint | -1.0966402 |
| co2_emission | 0.0 |
| day_of_month | 1.1770829 |
| diffuse_solar_radiation | 0.071342655 |
| direct_solar_radiation | -0.61401975 |
| hour | 0.79481333 |
| htg_setpoint | 1.0034871 |
| month | 0.23304191 |
| outdoor_humidity | 1.3154906 |
| outdoor_temperature | 1.0521051 |
| people_occupant | 1.6938112 |
| total_electricity_HVAC | 0.3749065 |
| wind_direction | 0.67179054 |
| wind_speed | -0.5997294 |
| observation/ | |
| HVAC_electricity_demand_rate | 4865.255 |
| air_humidity | 64.6427 |
| air_temperature | 23.249931 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 81.5 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 22.118801 |
| month | 7.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 22.713118 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 4378729.5 |
| wind_direction | 252.5 |
| wind_speed | 3.475 |
-------------------------------------------------
-------------------------------------------------******************-------------------------------------------| 57%
| action_network/ | |
| Cooling_Setpoint_RL | -0.35011587 |
| Heating_Setpoint_RL | -0.56873417 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.44336 |
| Heating_Setpoint_RL | 14.425871 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.514884 |
| air_humidity | -0.59407645 |
| air_temperature | 0.41312897 |
| clg_setpoint | -1.096457 |
| co2_emission | 0.0 |
| day_of_month | 1.2900196 |
| diffuse_solar_radiation | -0.33203256 |
| direct_solar_radiation | -0.61401695 |
| hour | 0.93926746 |
| htg_setpoint | 1.1490046 |
| month | 0.23296517 |
| outdoor_humidity | 0.46321824 |
| outdoor_temperature | 1.1818253 |
| people_occupant | -0.6891111 |
| total_electricity_HVAC | -0.39864567 |
| wind_direction | 0.07567271 |
| wind_speed | -0.859625 |
| observation/ | |
| HVAC_electricity_demand_rate | 745.9169 |
| air_humidity | 29.105364 |
| air_temperature | 23.23222 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 41.5 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 22.731384 |
| month | 7.0 |
| outdoor_humidity | 78.25 |
| outdoor_temperature | 23.99209 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1198812.0 |
| wind_direction | 190.0 |
| wind_speed | 2.85 |
-------------------------------------------------
-------------------------------------------------******************-------------------------------------------| 57%
| action_network/ | |
| Cooling_Setpoint_RL | -0.8551232 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.738958 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.55792755 |
| air_humidity | -1.5610249 |
| air_temperature | 0.4343338 |
| clg_setpoint | 0.2574719 |
| co2_emission | 0.0 |
| day_of_month | 1.4027065 |
| diffuse_solar_radiation | -0.75033104 |
| direct_solar_radiation | -0.6139688 |
| hour | 1.0837156 |
| htg_setpoint | -1.4040202 |
| month | 0.2328885 |
| outdoor_humidity | 0.31864995 |
| outdoor_temperature | 1.1907244 |
| people_occupant | -0.68879396 |
| total_electricity_HVAC | -0.5679875 |
| wind_direction | 0.43336135 |
| wind_speed | 0.16038834 |
| observation/ | |
| HVAC_electricity_demand_rate | 558.0743 |
| air_humidity | 16.458534 |
| air_temperature | 23.260567 |
| clg_setpoint | 26.827663 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 12.0 |
| month | 7.0 |
| outdoor_humidity | 75.25 |
| outdoor_temperature | 24.087942 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 502266.88 |
| wind_direction | 227.5 |
| wind_speed | 5.3 |
-------------------------------------------------
--------------------------------------------------*****************-------------------------------------------| 57%
| action_network/ | |
| Cooling_Setpoint_RL | 0.7305791 |
| Heating_Setpoint_RL | -0.027440026 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.090704 |
| Heating_Setpoint_RL | 17.47065 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5351863 |
| air_humidity | 1.0907526 |
| air_temperature | 0.51536494 |
| clg_setpoint | -0.9495495 |
| co2_emission | 0.0 |
| day_of_month | 1.5150988 |
| diffuse_solar_radiation | -0.7503656 |
| direct_solar_radiation | -0.61396533 |
| hour | 1.2281556 |
| htg_setpoint | 1.2725837 |
| month | 0.23281191 |
| outdoor_humidity | 0.7387259 |
| outdoor_temperature | 1.183812 |
| people_occupant | -0.450519 |
| total_electricity_HVAC | -0.5463375 |
| wind_direction | 0.0038217893 |
| wind_speed | -0.18282354 |
| observation/ | |
| HVAC_electricity_demand_rate | 657.2946 |
| air_humidity | 51.112682 |
| air_temperature | 23.36863 |
| clg_setpoint | 23.637526 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 23.25 |
| month | 7.0 |
| outdoor_humidity | 84.0 |
| outdoor_temperature | 24.029259 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 591565.1 |
| wind_direction | 182.5 |
| wind_speed | 4.475 |
--------------------------------------------------
--------------------------------------------------*****************-------------------------------------------| 57%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.028337479 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.465603 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.55556273 |
| air_humidity | 0.91781163 |
| air_temperature | 0.092625245 |
| clg_setpoint | -1.095945 |
| co2_emission | 0.0 |
| day_of_month | 1.6271482 |
| diffuse_solar_radiation | -0.75040865 |
| direct_solar_radiation | -0.6140496 |
| hour | 1.3725853 |
| htg_setpoint | -0.32026634 |
| month | 0.2327354 |
| outdoor_humidity | 1.062187 |
| outdoor_temperature | 0.9564115 |
| people_occupant | -0.68901104 |
| total_electricity_HVAC | -0.56575 |
| wind_direction | 0.26617384 |
| wind_speed | -0.28698796 |
| observation/ | |
| HVAC_electricity_demand_rate | 569.4505 |
| air_humidity | 48.857754 |
| air_temperature | 22.80506 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 16.556307 |
| month | 7.0 |
| outdoor_humidity | 90.75 |
| outdoor_temperature | 21.812948 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 512505.44 |
| wind_direction | 210.0 |
| wind_speed | 4.225 |
--------------------------------------------------
--------------------------------------------------******************------------------------------------------| 58%
| action_network/ | |
| Cooling_Setpoint_RL | -0.7157449 |
| Heating_Setpoint_RL | 0.5564337 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.20936 |
| Heating_Setpoint_RL | 20.75494 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.058044884 |
| air_humidity | 1.0332017 |
| air_temperature | 0.42782664 |
| clg_setpoint | 0.47532207 |
| co2_emission | 0.0 |
| day_of_month | 1.7388034 |
| diffuse_solar_radiation | -0.7503576 |
| direct_solar_radiation | -0.61387914 |
| hour | 1.5170019 |
| htg_setpoint | 1.2718208 |
| month | 0.23265897 |
| outdoor_humidity | 0.641961 |
| outdoor_temperature | 1.1569318 |
| people_occupant | -0.6891194 |
| total_electricity_HVAC | 0.03753312 |
| wind_direction | 0.123203136 |
| wind_speed | -0.71339864 |
| observation/ | |
| HVAC_electricity_demand_rate | 2731.035 |
| air_humidity | 50.37367 |
| air_temperature | 23.252148 |
| clg_setpoint | 27.400078 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 23.25 |
| month | 7.0 |
| outdoor_humidity | 82.0 |
| outdoor_temperature | 23.785936 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2990306.5 |
| wind_direction | 195.0 |
| wind_speed | 3.2 |
--------------------------------------------------
--------------------------------------------------******************------------------------------------------| 58%
| action_network/ | |
| Cooling_Setpoint_RL | 0.68362373 |
| Heating_Setpoint_RL | 0.60781306 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.93223 |
| Heating_Setpoint_RL | 21.04395 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4285482 |
| air_humidity | 0.3171031 |
| air_temperature | -0.020305347 |
| clg_setpoint | 1.3412408 |
| co2_emission | 0.0 |
| day_of_month | -1.6714891 |
| diffuse_solar_radiation | -0.75045377 |
| direct_solar_radiation | -0.6140658 |
| hour | 1.6614026 |
| htg_setpoint | 1.132385 |
| month | 0.5262498 |
| outdoor_humidity | -0.11419007 |
| outdoor_temperature | 1.2275178 |
| people_occupant | -0.6892276 |
| total_electricity_HVAC | -0.4448421 |
| wind_direction | 0.4809889 |
| wind_speed | -0.6509649 |
| observation/ | |
| HVAC_electricity_demand_rate | 1122.4327 |
| air_humidity | 41.018616 |
| air_temperature | 22.655073 |
| clg_setpoint | 29.687801 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 22.66387 |
| month | 8.0 |
| outdoor_humidity | 66.25 |
| outdoor_temperature | 24.489258 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1010189.5 |
| wind_direction | 232.5 |
| wind_speed | 3.35 |
--------------------------------------------------
-------------------------------------------------*********************----------------------------------------| 59%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.56401074 |
| air_humidity | 0.37916356 |
| air_temperature | -0.14332202 |
| clg_setpoint | 0.32460785 |
| co2_emission | 0.0 |
| day_of_month | -1.4425285 |
| diffuse_solar_radiation | -0.75051045 |
| direct_solar_radiation | -0.6142699 |
| hour | -1.6613041 |
| htg_setpoint | -1.018742 |
| month | 0.52604073 |
| outdoor_humidity | 0.3900382 |
| outdoor_temperature | 1.4394877 |
| people_occupant | -0.6893357 |
| total_electricity_HVAC | -0.5738145 |
| wind_direction | 0.17062962 |
| wind_speed | -0.7028557 |
| observation/ | |
| HVAC_electricity_demand_rate | 534.9709 |
| air_humidity | 41.833874 |
| air_temperature | 22.49149 |
| clg_setpoint | 27.001776 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 13.622464 |
| month | 8.0 |
| outdoor_humidity | 76.75 |
| outdoor_temperature | 26.580597 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 481473.78 |
| wind_direction | 200.0 |
| wind_speed | 3.225 |
-------------------------------------------------
-------------------------------------------------*********************----------------------------------------| 59%
| action_network/ | |
| Cooling_Setpoint_RL | 0.6701596 |
| Heating_Setpoint_RL | 0.8464385 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.886787 |
| Heating_Setpoint_RL | 22.386217 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.56683975 |
| air_humidity | -1.4239421 |
| air_temperature | 0.16533774 |
| clg_setpoint | 1.4035522 |
| co2_emission | 0.0 |
| day_of_month | -1.327573 |
| diffuse_solar_radiation | -0.7505553 |
| direct_solar_radiation | -0.6143567 |
| hour | -1.5167696 |
| htg_setpoint | -0.82218343 |
| month | 0.5258319 |
| outdoor_humidity | 1.2184443 |
| outdoor_temperature | 1.3057951 |
| people_occupant | -0.68901956 |
| total_electricity_HVAC | -0.57650405 |
| wind_direction | 0.05125211 |
| wind_speed | -0.8069344 |
| observation/ | |
| HVAC_electricity_demand_rate | 522.0802 |
| air_humidity | 18.262793 |
| air_temperature | 22.903353 |
| clg_setpoint | 29.852795 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 14.447221 |
| month | 8.0 |
| outdoor_humidity | 94.0 |
| outdoor_temperature | 25.28416 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 469872.16 |
| wind_direction | 187.5 |
| wind_speed | 2.975 |
-------------------------------------------------
-------------------------------------------------*********************----------------------------------------| 59%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5704528 |
| air_humidity | -1.8549423 |
| air_temperature | 0.089225076 |
| clg_setpoint | 0.3748811 |
| co2_emission | 0.0 |
| day_of_month | -1.2128919 |
| diffuse_solar_radiation | -0.7506644 |
| direct_solar_radiation | -0.6144994 |
| hour | -1.3722523 |
| htg_setpoint | -0.5635088 |
| month | 0.5256233 |
| outdoor_humidity | 0.6779116 |
| outdoor_temperature | 1.4353178 |
| people_occupant | -0.6887038 |
| total_electricity_HVAC | -0.5796343 |
| wind_direction | 0.74370396 |
| wind_speed | -0.65049267 |
| observation/ | |
| HVAC_electricity_demand_rate | 505.75864 |
| air_humidity | 12.60262 |
| air_temperature | 22.802547 |
| clg_setpoint | 27.13591 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 15.532017 |
| month | 8.0 |
| outdoor_humidity | 82.75 |
| outdoor_temperature | 26.572311 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 456457.06 |
| wind_direction | 260.0 |
| wind_speed | 3.35 |
-------------------------------------------------
--------------------------------------------------********************----------------------------------------| 59%
| action_network/ | |
| Cooling_Setpoint_RL | -0.27092296 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.710634 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.090890594 |
| air_humidity | 0.35265392 |
| air_temperature | 0.42517334 |
| clg_setpoint | 0.8445723 |
| co2_emission | 0.0 |
| day_of_month | -1.0984397 |
| diffuse_solar_radiation | -0.7507059 |
| direct_solar_radiation | -0.6143744 |
| hour | -1.2277493 |
| htg_setpoint | 1.2721325 |
| month | 0.525415 |
| outdoor_humidity | 1.0019578 |
| outdoor_temperature | 1.3292365 |
| people_occupant | -0.68881196 |
| total_electricity_HVAC | -0.12337862 |
| wind_direction | -1.7399161 |
| wind_speed | -0.91072786 |
| observation/ | |
| HVAC_electricity_demand_rate | 2588.0586 |
| air_humidity | 41.475697 |
| air_temperature | 23.2504 |
| clg_setpoint | 28.37632 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 23.25 |
| month | 8.0 |
| outdoor_humidity | 89.5 |
| outdoor_temperature | 25.544271 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2329252.8 |
| wind_direction | 0.0 |
| wind_speed | 2.725 |
--------------------------------------------------
-------------------------------------------------**********************---------------------------------------| 60%
| action_network/ | |
| Cooling_Setpoint_RL | 0.17144084 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.203613 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.59005994 |
| air_humidity | 0.6688689 |
| air_temperature | -0.37655914 |
| clg_setpoint | 0.10913702 |
| co2_emission | 0.0 |
| day_of_month | -0.9841753 |
| diffuse_solar_radiation | -0.75075597 |
| direct_solar_radiation | -0.6141118 |
| hour | -1.0832577 |
| htg_setpoint | 0.7890989 |
| month | 0.52520686 |
| outdoor_humidity | 0.8572087 |
| outdoor_temperature | 0.6697634 |
| people_occupant | -0.68892 |
| total_electricity_HVAC | -0.59815204 |
| wind_direction | -1.33279 |
| wind_speed | -0.9107742 |
| observation/ | |
| HVAC_electricity_demand_rate | 421.6732 |
| air_humidity | 45.624996 |
| air_temperature | 22.182661 |
| clg_setpoint | 26.43365 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 21.221756 |
| month | 8.0 |
| outdoor_humidity | 86.5 |
| outdoor_temperature | 19.0794 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 381453.56 |
| wind_direction | 42.5 |
| wind_speed | 2.725 |
-------------------------------------------------
-------------------------------------------------**********************---------------------------------------| 60%
| action_network/ | |
| Cooling_Setpoint_RL | 0.07737905 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.886154 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.38963264 |
| air_humidity | 0.64404815 |
| air_temperature | 0.42466426 |
| clg_setpoint | 0.9721115 |
| co2_emission | 0.0 |
| day_of_month | -0.87006205 |
| diffuse_solar_radiation | -0.5394852 |
| direct_solar_radiation | -0.38266328 |
| hour | -0.9387749 |
| htg_setpoint | 1.271034 |
| month | 0.524999 |
| outdoor_humidity | 0.18453893 |
| outdoor_temperature | 0.17428955 |
| people_occupant | -0.68902797 |
| total_electricity_HVAC | 0.5917308 |
| wind_direction | -1.4512211 |
| wind_speed | -0.70220906 |
| observation/ | |
| HVAC_electricity_demand_rate | 4672.95 |
| air_humidity | 45.30821 |
| air_temperature | 23.250147 |
| clg_setpoint | 28.71366 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 21.0 |
| direct_solar_radiation | 57.75 |
| hour | 5.0 |
| htg_setpoint | 23.25 |
| month | 8.0 |
| outdoor_humidity | 72.5 |
| outdoor_temperature | 14.222109 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 5262358.5 |
| wind_direction | 30.0 |
| wind_speed | 3.225 |
-------------------------------------------------
-------------------------------------------------**********************---------------------------------------| 60%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.2124931 |
| air_humidity | 1.0589626 |
| air_temperature | 0.42443776 |
| clg_setpoint | 1.4588284 |
| co2_emission | 0.0 |
| day_of_month | -0.7560674 |
| diffuse_solar_radiation | 0.24232925 |
| direct_solar_radiation | -0.20549591 |
| hour | -0.7942988 |
| htg_setpoint | 1.2706281 |
| month | 0.5247915 |
| outdoor_humidity | 0.23288397 |
| outdoor_temperature | 0.8070031 |
| people_occupant | -0.6891358 |
| total_electricity_HVAC | -0.23940913 |
| wind_direction | -1.4028037 |
| wind_speed | -0.96244764 |
| observation/ | |
| HVAC_electricity_demand_rate | 2060.798 |
| air_humidity | 50.744274 |
| air_temperature | 23.250093 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 98.75 |
| direct_solar_radiation | 102.0 |
| hour | 6.0 |
| htg_setpoint | 23.25 |
| month | 8.0 |
| outdoor_humidity | 73.5 |
| outdoor_temperature | 20.43449 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1853765.2 |
| wind_direction | 35.0 |
| wind_speed | 2.6 |
-------------------------------------------------
--------------------------------------------------*********************---------------------------------------| 60%
| action_network/ | |
| Cooling_Setpoint_RL | -0.6322412 |
| Heating_Setpoint_RL | -0.95169497 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.491186 |
| Heating_Setpoint_RL | 12.271716 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.38273683 |
| air_humidity | -0.1973826 |
| air_temperature | -0.45849568 |
| clg_setpoint | -0.40248245 |
| co2_emission | 0.0 |
| day_of_month | -0.6421628 |
| diffuse_solar_radiation | -0.037066646 |
| direct_solar_radiation | 1.9068727 |
| hour | -0.64982766 |
| htg_setpoint | 0.4877823 |
| month | 0.5245841 |
| outdoor_humidity | 0.29313895 |
| outdoor_temperature | 0.97388256 |
| people_occupant | -0.68924344 |
| total_electricity_HVAC | -0.40571338 |
| wind_direction | 0.8889997 |
| wind_speed | -1.1708165 |
| observation/ | |
| HVAC_electricity_demand_rate | 1322.7432 |
| air_humidity | 34.31142 |
| air_temperature | 22.074865 |
| clg_setpoint | 25.081705 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 71.0 |
| direct_solar_radiation | 629.0 |
| hour | 7.0 |
| htg_setpoint | 19.959534 |
| month | 8.0 |
| outdoor_humidity | 74.75 |
| outdoor_temperature | 22.079609 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1172216.0 |
| wind_direction | 275.0 |
| wind_speed | 2.1 |
--------------------------------------------------
-------------------------------------------------***********************--------------------------------------| 61%
| action_network/ | |
| Cooling_Setpoint_RL | -0.17988396 |
| Heating_Setpoint_RL | -0.70926833 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.01789 |
| Heating_Setpoint_RL | 13.6353655 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4927626 |
| air_humidity | -1.6230909 |
| air_temperature | 0.17759953 |
| clg_setpoint | 0.15781714 |
| co2_emission | 0.0 |
| day_of_month | -0.52832407 |
| diffuse_solar_radiation | 1.8526424 |
| direct_solar_radiation | 0.45326385 |
| hour | -0.5053598 |
| htg_setpoint | -1.4048252 |
| month | 0.524377 |
| outdoor_humidity | 0.4972707 |
| outdoor_temperature | 1.4072341 |
| people_occupant | -0.6889287 |
| total_electricity_HVAC | -0.50479877 |
| wind_direction | 0.22031479 |
| wind_speed | -0.7534167 |
| observation/ | |
| HVAC_electricity_demand_rate | 844.86804 |
| air_humidity | 15.644645 |
| air_temperature | 22.922062 |
| clg_setpoint | 26.5629 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 259.0 |
| direct_solar_radiation | 266.5 |
| hour | 8.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 79.0 |
| outdoor_temperature | 26.341242 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 765333.7 |
| wind_direction | 205.0 |
| wind_speed | 3.1 |
-------------------------------------------------
-------------------------------------------------***********************--------------------------------------| 61%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.5730133 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 14.4018 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.88475347 |
| air_humidity | 0.44926658 |
| air_temperature | 0.42489722 |
| clg_setpoint | -1.0960613 |
| co2_emission | 0.0 |
| day_of_month | -0.41453084 |
| diffuse_solar_radiation | 2.6403592 |
| direct_solar_radiation | -0.1799981 |
| hour | -0.36089405 |
| htg_setpoint | 1.2711798 |
| month | 0.52417016 |
| outdoor_humidity | 0.4729092 |
| outdoor_temperature | 1.4112657 |
| people_occupant | 1.695384 |
| total_electricity_HVAC | 0.90385795 |
| wind_direction | 0.4591634 |
| wind_speed | -0.44029707 |
| observation/ | |
| HVAC_electricity_demand_rate | 6815.4067 |
| air_humidity | 42.753674 |
| air_temperature | 23.251577 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 337.5 |
| direct_solar_radiation | 108.5 |
| hour | 9.0 |
| htg_setpoint | 23.25 |
| month | 8.0 |
| outdoor_humidity | 78.5 |
| outdoor_temperature | 26.39429 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 6537001.5 |
| wind_direction | 230.0 |
| wind_speed | 3.85 |
-------------------------------------------------
-------------------------------------------------***********************--------------------------------------| 61%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.8441833 |
| air_humidity | 1.077805 |
| air_temperature | 0.4227244 |
| clg_setpoint | -1.0959309 |
| co2_emission | 0.0 |
| day_of_month | -0.3007668 |
| diffuse_solar_radiation | 2.0577972 |
| direct_solar_radiation | 1.7691641 |
| hour | -0.21642938 |
| htg_setpoint | 0.8704642 |
| month | 0.5239635 |
| outdoor_humidity | -1.3908283 |
| outdoor_temperature | 1.523122 |
| people_occupant | 1.695034 |
| total_electricity_HVAC | 0.7668774 |
| wind_direction | 1.4621977 |
| wind_speed | -0.33597517 |
| observation/ | |
| HVAC_electricity_demand_rate | 6640.038 |
| air_humidity | 50.987602 |
| air_temperature | 23.248888 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 279.75 |
| direct_solar_radiation | 594.75 |
| hour | 10.0 |
| htg_setpoint | 21.566183 |
| month | 8.0 |
| outdoor_humidity | 39.75 |
| outdoor_temperature | 27.50655 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 5976034.0 |
| wind_direction | 335.0 |
| wind_speed | 4.1 |
-------------------------------------------------
-------------------------------------------------************************-------------------------------------| 62%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.9405535 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 22.915613 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.3624437 |
| air_humidity | 1.1248488 |
| air_temperature | 0.42270517 |
| clg_setpoint | -1.0956686 |
| co2_emission | 0.0 |
| day_of_month | -0.18701963 |
| diffuse_solar_radiation | 2.8098617 |
| direct_solar_radiation | 1.3228953 |
| hour | -0.07196518 |
| htg_setpoint | 1.2706337 |
| month | 0.52375716 |
| outdoor_humidity | -0.10398941 |
| outdoor_temperature | 1.5567306 |
| people_occupant | 1.2179649 |
| total_electricity_HVAC | 1.2583969 |
| wind_direction | 0.14823285 |
| wind_speed | 0.060920175 |
| observation/ | |
| HVAC_electricity_demand_rate | 8886.08 |
| air_humidity | 51.607452 |
| air_temperature | 23.249043 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 354.75 |
| direct_solar_radiation | 483.5 |
| hour | 11.0 |
| htg_setpoint | 23.25 |
| month | 8.0 |
| outdoor_humidity | 66.5 |
| outdoor_temperature | 27.847746 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 7989549.5 |
| wind_direction | 197.5 |
| wind_speed | 5.05 |
| train/ | |
| approx_kl | 0.007884659 |
| clip_fraction | 0.0672 |
| clip_range | 0.2 |
| entropy_loss | -2.4 |
| explained_variance | 0.722 |
| learning_rate | 0.0003 |
| loss | 0.632 |
| n_updates | 790 |
| policy_gradient_loss | -0.00804 |
| std | 0.803 |
| value_loss | 1.65 |
-------------------------------------------------
-------------------------------------------------************************-------------------------------------| 62%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.53244483 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 20.620003 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.8423966 |
| air_humidity | 1.0710866 |
| air_temperature | 0.42281237 |
| clg_setpoint | -1.0955524 |
| co2_emission | 0.0 |
| day_of_month | -0.07328095 |
| diffuse_solar_radiation | 1.1204388 |
| direct_solar_radiation | 2.2198138 |
| hour | 0.072498925 |
| htg_setpoint | 1.2703809 |
| month | 0.52355105 |
| outdoor_humidity | -0.78973806 |
| outdoor_temperature | 1.7220172 |
| people_occupant | 0.2643012 |
| total_electricity_HVAC | 0.76452124 |
| wind_direction | -0.16234069 |
| wind_speed | -0.12667015 |
| observation/ | |
| HVAC_electricity_demand_rate | 6632.427 |
| air_humidity | 50.908577 |
| air_temperature | 23.249348 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 186.5 |
| direct_solar_radiation | 707.25 |
| hour | 12.0 |
| htg_setpoint | 23.25 |
| month | 8.0 |
| outdoor_humidity | 52.25 |
| outdoor_temperature | 29.485516 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 5966348.5 |
| wind_direction | 165.0 |
| wind_speed | 4.6 |
-------------------------------------------------
-------------------------------------------------************************-------------------------------------| 62%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.29370627 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.972902 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.12129472 |
| air_humidity | 0.71476454 |
| air_temperature | 2.33574 |
| clg_setpoint | -0.13287841 |
| co2_emission | 0.0 |
| day_of_month | 0.040453672 |
| diffuse_solar_radiation | 2.309137 |
| direct_solar_radiation | 1.3543477 |
| hour | 0.21696298 |
| htg_setpoint | -1.4054288 |
| month | 0.5233452 |
| outdoor_humidity | -0.51332885 |
| outdoor_temperature | 1.9451082 |
| people_occupant | 1.217459 |
| total_electricity_HVAC | -0.26832986 |
| wind_direction | -0.78320324 |
| wind_speed | -0.33497292 |
| observation/ | |
| HVAC_electricity_demand_rate | 2457.3577 |
| air_humidity | 46.248074 |
| air_temperature | 25.793367 |
| clg_setpoint | 25.793556 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 305.0 |
| direct_solar_radiation | 491.5 |
| hour | 13.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 58.0 |
| outdoor_temperature | 31.691603 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 1736548.5 |
| wind_direction | 100.0 |
| wind_speed | 4.1 |
-------------------------------------------------
--------------------------------------------------***********************-------------------------------------| 62%
| action_network/ | |
| Cooling_Setpoint_RL | 0.615876 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.70358 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.116371356 |
| air_humidity | -0.9431546 |
| air_temperature | 1.1654663 |
| clg_setpoint | -0.40297085 |
| co2_emission | 0.0 |
| day_of_month | 0.15418476 |
| diffuse_solar_radiation | 2.7916532 |
| direct_solar_radiation | 0.3936916 |
| hour | 0.36142674 |
| htg_setpoint | 1.2698767 |
| month | 0.5231395 |
| outdoor_humidity | -0.41741443 |
| outdoor_temperature | 2.0706944 |
| people_occupant | -0.689152 |
| total_electricity_HVAC | -0.24571694 |
| wind_direction | -1.3800001 |
| wind_speed | 0.12451492 |
| observation/ | |
| HVAC_electricity_demand_rate | 2478.6392 |
| air_humidity | 24.551706 |
| air_temperature | 24.23725 |
| clg_setpoint | 25.08008 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 353.25 |
| direct_solar_radiation | 251.75 |
| hour | 14.0 |
| htg_setpoint | 23.25 |
| month | 8.0 |
| outdoor_humidity | 60.0 |
| outdoor_temperature | 32.943054 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1829145.4 |
| wind_direction | 37.5 |
| wind_speed | 5.2 |
--------------------------------------------------
-------------------------------------------------*************************------------------------------------| 63%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.48808318 |
| air_humidity | -1.9703432 |
| air_temperature | 1.9728615 |
| clg_setpoint | 1.4573728 |
| co2_emission | 0.0 |
| day_of_month | 0.26790887 |
| diffuse_solar_radiation | 0.63794893 |
| direct_solar_radiation | 1.9630142 |
| hour | 0.50588965 |
| htg_setpoint | -1.0393295 |
| month | 0.5229341 |
| outdoor_humidity | -1.7162186 |
| outdoor_temperature | 1.9748632 |
| people_occupant | -0.6888387 |
| total_electricity_HVAC | -0.5095179 |
| wind_direction | -1.1876618 |
| wind_speed | 0.5940795 |
| observation/ | |
| HVAC_electricity_demand_rate | 867.3126 |
| air_humidity | 11.084525 |
| air_temperature | 25.311409 |
| clg_setpoint | 29.998272 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 138.5 |
| direct_solar_radiation | 643.5 |
| hour | 15.0 |
| htg_setpoint | 13.539335 |
| month | 8.0 |
| outdoor_humidity | 33.0 |
| outdoor_temperature | 32.022236 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 748029.56 |
| wind_direction | 57.5 |
| wind_speed | 6.325 |
-------------------------------------------------
--------------------------------------------------************************------------------------------------| 63%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.50183916 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 14.802155 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.70126593 |
| air_humidity | 1.13819 |
| air_temperature | 0.4216523 |
| clg_setpoint | -1.096078 |
| co2_emission | 0.0 |
| day_of_month | 0.38161868 |
| diffuse_solar_radiation | 0.7281159 |
| direct_solar_radiation | 1.2211486 |
| hour | 0.6503509 |
| htg_setpoint | 1.0629549 |
| month | 0.522729 |
| outdoor_humidity | -1.1981583 |
| outdoor_temperature | 1.4638935 |
| people_occupant | 1.6949958 |
| total_electricity_HVAC | 0.79077184 |
| wind_direction | -0.61344737 |
| wind_speed | -0.011611136 |
| observation/ | |
| HVAC_electricity_demand_rate | 6018.1313 |
| air_humidity | 51.78313 |
| air_temperature | 23.249529 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 147.5 |
| direct_solar_radiation | 458.5 |
| hour | 16.0 |
| htg_setpoint | 22.37894 |
| month | 8.0 |
| outdoor_humidity | 43.75 |
| outdoor_temperature | 27.004467 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 6070863.5 |
| wind_direction | 117.5 |
| wind_speed | 4.875 |
--------------------------------------------------
-------------------------------------------------*************************------------------------------------| 63%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.17088094 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.663795 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.59073824 |
| air_humidity | 1.1764095 |
| air_temperature | 0.4211299 |
| clg_setpoint | -1.0958802 |
| co2_emission | 0.0 |
| day_of_month | 0.495303 |
| diffuse_solar_radiation | 0.23150583 |
| direct_solar_radiation | 0.30145296 |
| hour | 0.7948094 |
| htg_setpoint | 0.2751735 |
| month | 0.52252406 |
| outdoor_humidity | -0.7286159 |
| outdoor_temperature | 1.3533627 |
| people_occupant | 1.6946477 |
| total_electricity_HVAC | 0.5253558 |
| wind_direction | -0.13499811 |
| wind_speed | -0.38743782 |
| observation/ | |
| HVAC_electricity_demand_rate | 5539.095 |
| air_humidity | 52.29028 |
| air_temperature | 23.249071 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 98.0 |
| direct_solar_radiation | 229.0 |
| hour | 17.0 |
| htg_setpoint | 19.068016 |
| month | 8.0 |
| outdoor_humidity | 53.5 |
| outdoor_temperature | 25.923351 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 4984072.0 |
| wind_direction | 167.5 |
| wind_speed | 3.975 |
-------------------------------------------------
-------------------------------------------------*************************------------------------------------| 63%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.9099164 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 22.743279 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.10694809 |
| air_humidity | 1.1528062 |
| air_temperature | 0.42139274 |
| clg_setpoint | -1.0956336 |
| co2_emission | 0.0 |
| day_of_month | 0.6089467 |
| diffuse_solar_radiation | -0.5181503 |
| direct_solar_radiation | 0.026591508 |
| hour | 0.9392637 |
| htg_setpoint | -0.36407232 |
| month | 0.5223194 |
| outdoor_humidity | -0.09097358 |
| outdoor_temperature | 1.5909823 |
| people_occupant | 0.50260043 |
| total_electricity_HVAC | 0.06751152 |
| wind_direction | 0.19918136 |
| wind_speed | -0.49171016 |
| observation/ | |
| HVAC_electricity_demand_rate | 3444.911 |
| air_humidity | 51.985413 |
| air_temperature | 23.249601 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 23.25 |
| direct_solar_radiation | 160.5 |
| hour | 18.0 |
| htg_setpoint | 16.380379 |
| month | 8.0 |
| outdoor_humidity | 66.75 |
| outdoor_temperature | 28.271235 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 3110776.5 |
| wind_direction | 202.5 |
| wind_speed | 3.725 |
-------------------------------------------------
-------------------------------------------------**************************-----------------------------------| 64%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.48363957 |
| air_humidity | 0.7922423 |
| air_temperature | 1.1662346 |
| clg_setpoint | -0.53695405 |
| co2_emission | 0.0 |
| day_of_month | 0.7225308 |
| diffuse_solar_radiation | -0.7513945 |
| direct_solar_radiation | -0.61621785 |
| hour | 1.083712 |
| htg_setpoint | 1.269699 |
| month | 0.52211493 |
| outdoor_humidity | -1.7984701 |
| outdoor_temperature | 1.3321563 |
| people_occupant | -0.45092097 |
| total_electricity_HVAC | -0.5002065 |
| wind_direction | 1.3212135 |
| wind_speed | 0.28147283 |
| observation/ | |
| HVAC_electricity_demand_rate | 888.6104 |
| air_humidity | 47.266914 |
| air_temperature | 24.239483 |
| clg_setpoint | 24.726068 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 23.25 |
| month | 8.0 |
| outdoor_humidity | 31.25 |
| outdoor_temperature | 25.738344 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 788082.6 |
| wind_direction | 320.0 |
| wind_speed | 5.575 |
-------------------------------------------------
--------------------------------------------------*************************-----------------------------------| 64%
| action_network/ | |
| Cooling_Setpoint_RL | 0.70321476 |
| Heating_Setpoint_RL | 0.33780605 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.99835 |
| Heating_Setpoint_RL | 19.525158 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.540765 |
| air_humidity | 1.0816432 |
| air_temperature | 0.4622015 |
| clg_setpoint | -0.38179386 |
| co2_emission | 0.0 |
| day_of_month | 0.83603257 |
| diffuse_solar_radiation | -0.7514403 |
| direct_solar_radiation | -0.61634284 |
| hour | 1.2281524 |
| htg_setpoint | 1.269301 |
| month | 0.5219107 |
| outdoor_humidity | 0.0065392065 |
| outdoor_temperature | 1.0187094 |
| people_occupant | -0.4510482 |
| total_electricity_HVAC | -0.55175966 |
| wind_direction | 0.24648096 |
| wind_speed | 0.90885425 |
| observation/ | |
| HVAC_electricity_demand_rate | 641.7974 |
| air_humidity | 51.05924 |
| air_temperature | 23.304214 |
| clg_setpoint | 25.135796 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 23.25 |
| month | 8.0 |
| outdoor_humidity | 68.75 |
| outdoor_temperature | 22.658653 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 577617.6 |
| wind_direction | 207.5 |
| wind_speed | 7.075 |
--------------------------------------------------
-------------------------------------------------**************************-----------------------------------| 64%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.54078346 |
| air_humidity | -1.3464322 |
| air_temperature | 0.9813255 |
| clg_setpoint | 0.78722686 |
| co2_emission | 0.0 |
| day_of_month | 0.94942534 |
| diffuse_solar_radiation | -0.7514845 |
| direct_solar_radiation | -0.61646384 |
| hour | 1.3725826 |
| htg_setpoint | -1.4059026 |
| month | 0.52170676 |
| outdoor_humidity | -1.7368922 |
| outdoor_temperature | 1.2844954 |
| people_occupant | -0.68906134 |
| total_electricity_HVAC | -0.5517903 |
| wind_direction | -1.7364228 |
| wind_speed | 1.326717 |
| observation/ | |
| HVAC_electricity_demand_rate | 641.15875 |
| air_humidity | 19.268473 |
| air_temperature | 23.994255 |
| clg_setpoint | 28.22665 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 32.5 |
| outdoor_temperature | 25.288795 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 577042.9 |
| wind_direction | 0.0 |
| wind_speed | 8.075 |
-------------------------------------------------
-------------------------------------------------***************************----------------------------------| 65%
| action_network/ | |
| Cooling_Setpoint_RL | -0.8471604 |
| Heating_Setpoint_RL | 0.6827474 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.765833 |
| Heating_Setpoint_RL | 21.465454 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.56906354 |
| air_humidity | -1.8617241 |
| air_temperature | 0.31867746 |
| clg_setpoint | 0.65431225 |
| co2_emission | 0.0 |
| day_of_month | 1.0626789 |
| diffuse_solar_radiation | -0.7515563 |
| direct_solar_radiation | -0.61662114 |
| hour | 1.5169998 |
| htg_setpoint | -1.4055446 |
| month | 0.5215031 |
| outdoor_humidity | -0.8937982 |
| outdoor_temperature | 0.9296568 |
| people_occupant | -0.6887495 |
| total_electricity_HVAC | -0.57871723 |
| wind_direction | -1.186033 |
| wind_speed | -0.9629644 |
| observation/ | |
| HVAC_electricity_demand_rate | 518.05225 |
| air_humidity | 12.495836 |
| air_temperature | 23.11455 |
| clg_setpoint | 27.876385 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 12.0 |
| month | 8.0 |
| outdoor_humidity | 50.0 |
| outdoor_temperature | 21.800837 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 466247.03 |
| wind_direction | 57.5 |
| wind_speed | 2.6 |
-------------------------------------------------
--------------------------------------------------**************************----------------------------------| 65%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.16119617 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 18.531729 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.57616866 |
| air_humidity | 0.7094824 |
| air_temperature | 0.053240255 |
| clg_setpoint | 1.4579396 |
| co2_emission | 0.0 |
| day_of_month | 1.1757592 |
| diffuse_solar_radiation | -0.751643 |
| direct_solar_radiation | -0.6167478 |
| hour | 1.6614014 |
| htg_setpoint | -0.26775855 |
| month | 0.5212996 |
| outdoor_humidity | 0.008097875 |
| outdoor_temperature | 0.78530234 |
| people_occupant | -0.6888563 |
| total_electricity_HVAC | -0.58541566 |
| wind_direction | 0.41383222 |
| wind_speed | -0.063633576 |
| observation/ | |
| HVAC_electricity_demand_rate | 487.71445 |
| air_humidity | 46.177185 |
| air_temperature | 22.762262 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 16.785843 |
| month | 8.0 |
| outdoor_humidity | 68.75 |
| outdoor_temperature | 20.38298 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 439253.44 |
| wind_direction | 225.0 |
| wind_speed | 4.75 |
--------------------------------------------------
---------------------------------------------------*************************----------------------------------| 65%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.2811897 |
| air_humidity | 0.6531689 |
| air_temperature | 0.4205752 |
| clg_setpoint | 1.2374915 |
| co2_emission | 0.0 |
| day_of_month | 1.4025203 |
| diffuse_solar_radiation | -0.75171244 |
| direct_solar_radiation | -0.616761 |
| hour | -1.6613044 |
| htg_setpoint | 1.2692503 |
| month | 0.52109635 |
| outdoor_humidity | -0.0041503585 |
| outdoor_temperature | 1.0678085 |
| people_occupant | -0.688963 |
| total_electricity_HVAC | -0.30464154 |
| wind_direction | -1.3293579 |
| wind_speed | -0.75388885 |
| observation/ | |
| HVAC_electricity_demand_rate | 1763.8518 |
| air_humidity | 45.446476 |
| air_temperature | 23.250174 |
| clg_setpoint | 29.416904 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 23.25 |
| month | 8.0 |
| outdoor_humidity | 68.5 |
| outdoor_temperature | 23.174097 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1587466.6 |
| wind_direction | 42.5 |
| wind_speed | 3.1 |
---------------------------------------------------
-------------------------------------------------****************************---------------------------------| 66%
| action_network/ | |
| Cooling_Setpoint_RL | 0.78731203 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.282177 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.3570264 |
| air_humidity | 0.56629306 |
| air_temperature | 0.4202157 |
| clg_setpoint | 1.1797912 |
| co2_emission | 0.0 |
| day_of_month | 1.5150949 |
| diffuse_solar_radiation | -0.7517514 |
| direct_solar_radiation | -0.6169127 |
| hour | -1.516771 |
| htg_setpoint | 1.2688998 |
| month | 0.52089334 |
| outdoor_humidity | -0.14815387 |
| outdoor_temperature | 0.45512632 |
| people_occupant | -0.6890696 |
| total_electricity_HVAC | 0.3030427 |
| wind_direction | -1.280977 |
| wind_speed | -0.753823 |
| observation/ | |
| HVAC_electricity_demand_rate | 4522.7007 |
| air_humidity | 44.313515 |
| air_temperature | 23.249935 |
| clg_setpoint | 29.264315 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 8.0 |
| outdoor_humidity | 65.5 |
| outdoor_temperature | 17.144344 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4070430.8 |
| wind_direction | 47.5 |
| wind_speed | 3.1 |
-------------------------------------------------
-------------------------------------------------****************************---------------------------------| 66%
| action_network/ | |
| Cooling_Setpoint_RL | -0.64421785 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.450766 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.2146342 |
| air_humidity | 0.022645304 |
| air_temperature | 0.42042774 |
| clg_setpoint | -0.992037 |
| co2_emission | 0.0 |
| day_of_month | 1.6273593 |
| diffuse_solar_radiation | -0.75179833 |
| direct_solar_radiation | -0.61707824 |
| hour | -1.3722545 |
| htg_setpoint | 1.2686179 |
| month | 0.52069056 |
| outdoor_humidity | -0.5331671 |
| outdoor_temperature | 0.8171807 |
| people_occupant | -0.6891761 |
| total_electricity_HVAC | 0.16745782 |
| wind_direction | 1.6565411 |
| wind_speed | -1.7783805 |
| observation/ | |
| HVAC_electricity_demand_rate | 3907.27 |
| air_humidity | 37.19969 |
| air_temperature | 23.250378 |
| clg_setpoint | 23.523142 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 23.25 |
| month | 8.0 |
| outdoor_humidity | 57.5 |
| outdoor_temperature | 20.714912 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3516543.0 |
| wind_direction | 355.0 |
| wind_speed | 0.65 |
-------------------------------------------------
-------------------------------------------------****************************---------------------------------| 66%
| action_network/ | |
| Cooling_Setpoint_RL | -0.26984766 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.714264 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5874527 |
| air_humidity | -0.5351801 |
| air_temperature | 0.10901824 |
| clg_setpoint | -0.97753966 |
| co2_emission | 0.0 |
| day_of_month | 1.7392646 |
| diffuse_solar_radiation | -0.75184107 |
| direct_solar_radiation | -0.6172281 |
| hour | -1.2277521 |
| htg_setpoint | 0.8686506 |
| month | 0.520488 |
| outdoor_humidity | 0.17729838 |
| outdoor_temperature | 0.7912646 |
| people_occupant | -0.6892824 |
| total_electricity_HVAC | -0.5961732 |
| wind_direction | 0.7254551 |
| wind_speed | -1.3596702 |
| observation/ | |
| HVAC_electricity_demand_rate | 441.59995 |
| air_humidity | 29.896843 |
| air_temperature | 22.837418 |
| clg_setpoint | 23.560976 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 21.568817 |
| month | 8.0 |
| outdoor_humidity | 72.25 |
| outdoor_temperature | 20.466816 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 397868.72 |
| wind_direction | 257.5 |
| wind_speed | 1.65 |
-------------------------------------------------
-------------------------------------------------****************************---------------------------------| 66%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.32341725 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 15.8057785 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.59022486 |
| air_humidity | -1.6638633 |
| air_temperature | -0.0803154 |
| clg_setpoint | 0.2139068 |
| co2_emission | 0.0 |
| day_of_month | -1.6730461 |
| diffuse_solar_radiation | -0.7518479 |
| direct_solar_radiation | -0.61733526 |
| hour | -1.0832608 |
| htg_setpoint | 0.16247669 |
| month | 0.8160063 |
| outdoor_humidity | 0.85090095 |
| outdoor_temperature | 1.0413507 |
| people_occupant | -0.6889715 |
| total_electricity_HVAC | -0.5989165 |
| wind_direction | 1.0835073 |
| wind_speed | -0.9097986 |
| observation/ | |
| HVAC_electricity_demand_rate | 428.97025 |
| air_humidity | 15.105519 |
| air_temperature | 22.586658 |
| clg_setpoint | 26.710636 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 18.598228 |
| month | 9.0 |
| outdoor_humidity | 86.25 |
| outdoor_temperature | 22.939312 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 386073.22 |
| wind_direction | 295.0 |
| wind_speed | 2.725 |
-------------------------------------------------
-------------------------------------------------*****************************--------------------------------| 67%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.44728974 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 15.108995 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.30690548 |
| air_humidity | -2.041068 |
| air_temperature | 0.4195199 |
| clg_setpoint | 1.4582016 |
| co2_emission | 0.0 |
| day_of_month | -1.5575346 |
| diffuse_solar_radiation | -0.7518886 |
| direct_solar_radiation | -0.617454 |
| hour | -0.9387783 |
| htg_setpoint | 1.2690138 |
| month | 0.8155909 |
| outdoor_humidity | -0.628146 |
| outdoor_temperature | 0.9237396 |
| people_occupant | -0.688661 |
| total_electricity_HVAC | 0.7054785 |
| wind_direction | -1.7341222 |
| wind_speed | 0.12610231 |
| observation/ | |
| HVAC_electricity_demand_rate | 4302.665 |
| air_humidity | 10.131724 |
| air_temperature | 23.250032 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 55.5 |
| outdoor_temperature | 21.792225 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 5709927.0 |
| wind_direction | 0.0 |
| wind_speed | 5.2 |
-------------------------------------------------
-------------------------------------------------*****************************--------------------------------| 67%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.80927265 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 22.177158 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6694058 |
| air_humidity | 0.36346802 |
| air_temperature | 0.03254238 |
| clg_setpoint | 1.4580871 |
| co2_emission | 0.0 |
| day_of_month | -1.4423854 |
| diffuse_solar_radiation | -0.24263753 |
| direct_solar_radiation | 0.13910764 |
| hour | -0.79430246 |
| htg_setpoint | 0.98999184 |
| month | 0.8151761 |
| outdoor_humidity | -0.291153 |
| outdoor_temperature | 0.32219025 |
| people_occupant | -0.68876743 |
| total_electricity_HVAC | -0.67431146 |
| wind_direction | -1.3032131 |
| wind_speed | -0.7000097 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 41.646866 |
| air_temperature | 22.736984 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 50.75 |
| direct_solar_radiation | 189.25 |
| hour | 6.0 |
| htg_setpoint | 22.078064 |
| month | 9.0 |
| outdoor_humidity | 62.5 |
| outdoor_temperature | 15.868609 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 45.0 |
| wind_speed | 3.225 |
-------------------------------------------------
-------------------------------------------------*****************************--------------------------------| 67%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.7871434 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 22.052681 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4434832 |
| air_humidity | 1.238541 |
| air_temperature | -0.33390862 |
| clg_setpoint | -1.0953441 |
| co2_emission | 0.0 |
| day_of_month | -1.327546 |
| diffuse_solar_radiation | 0.08097776 |
| direct_solar_radiation | 1.3920068 |
| hour | -0.6498314 |
| htg_setpoint | 0.7676855 |
| month | 0.81476206 |
| outdoor_humidity | 0.22653359 |
| outdoor_temperature | 0.5683821 |
| people_occupant | -0.68887377 |
| total_electricity_HVAC | -0.45409632 |
| wind_direction | 0.8445461 |
| wind_speed | -1.5784278 |
| observation/ | |
| HVAC_electricity_demand_rate | 1062.8711 |
| air_humidity | 53.121204 |
| air_temperature | 22.251343 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 83.0 |
| direct_solar_radiation | 502.75 |
| hour | 7.0 |
| htg_setpoint | 21.144485 |
| month | 9.0 |
| outdoor_humidity | 73.25 |
| outdoor_temperature | 18.299448 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 977400.9 |
| wind_direction | 270.0 |
| wind_speed | 1.125 |
-------------------------------------------------
--------------------------------------------------*****************************-------------------------------| 68%
| action_network/ | |
| Cooling_Setpoint_RL | 0.8657665 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.546963 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4496257 |
| air_humidity | -0.029927263 |
| air_temperature | 0.91761214 |
| clg_setpoint | 0.37281403 |
| co2_emission | 0.0 |
| day_of_month | -1.212968 |
| diffuse_solar_radiation | 0.4198238 |
| direct_solar_radiation | 1.9037896 |
| hour | -0.50536364 |
| htg_setpoint | -0.44556695 |
| month | 0.8143486 |
| outdoor_humidity | -0.050069384 |
| outdoor_temperature | 1.128125 |
| people_occupant | 1.6946774 |
| total_electricity_HVAC | -0.47954217 |
| wind_direction | 0.5580853 |
| wind_speed | -0.17602338 |
| observation/ | |
| HVAC_electricity_demand_rate | 1036.7576 |
| air_humidity | 36.504086 |
| air_temperature | 23.910763 |
| clg_setpoint | 27.129824 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 116.75 |
| direct_solar_radiation | 631.0 |
| hour | 8.0 |
| htg_setpoint | 16.0426 |
| month | 9.0 |
| outdoor_humidity | 67.5 |
| outdoor_temperature | 23.821598 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 874012.0 |
| wind_direction | 240.0 |
| wind_speed | 4.475 |
| train/ | |
| approx_kl | 0.011280617 |
| clip_fraction | 0.115 |
| clip_range | 0.2 |
| entropy_loss | -2.39 |
| explained_variance | 0.751 |
| learning_rate | 0.0003 |
| loss | 0.208 |
| n_updates | 800 |
| policy_gradient_loss | -0.0115 |
| std | 0.802 |
| value_loss | 0.918 |
--------------------------------------------------
-------------------------------------------------******************************-------------------------------| 68%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.9172745 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 22.784668 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.9433014 |
| air_humidity | 0.91705567 |
| air_temperature | 0.41893628 |
| clg_setpoint | -1.0948066 |
| co2_emission | 0.0 |
| day_of_month | -1.0986075 |
| diffuse_solar_radiation | 0.23419964 |
| direct_solar_radiation | 2.6288238 |
| hour | -0.3608979 |
| htg_setpoint | 0.8541347 |
| month | 0.8139357 |
| outdoor_humidity | -0.7242606 |
| outdoor_temperature | 1.4338117 |
| people_occupant | 1.6943331 |
| total_electricity_HVAC | 0.87050235 |
| wind_direction | -1.5189596 |
| wind_speed | -0.48978955 |
| observation/ | |
| HVAC_electricity_demand_rate | 7047.431 |
| air_humidity | 48.918976 |
| air_temperature | 23.249928 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 98.25 |
| direct_solar_radiation | 812.75 |
| hour | 9.0 |
| htg_setpoint | 21.509453 |
| month | 9.0 |
| outdoor_humidity | 53.5 |
| outdoor_temperature | 26.842623 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 6380350.0 |
| wind_direction | 22.5 |
| wind_speed | 3.725 |
-------------------------------------------------
-------------------------------------------------******************************-------------------------------| 68%
| action_network/ | |
| Cooling_Setpoint_RL | 0.009079576 |
| Heating_Setpoint_RL | -0.11896652 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.655643 |
| Heating_Setpoint_RL | 16.955814 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5535963 |
| air_humidity | -0.54627216 |
| air_temperature | 0.25332344 |
| clg_setpoint | 0.92212397 |
| co2_emission | 0.0 |
| day_of_month | -0.9844251 |
| diffuse_solar_radiation | 0.80154425 |
| direct_solar_radiation | 1.2929059 |
| hour | -0.21643326 |
| htg_setpoint | -1.378844 |
| month | 0.8135235 |
| outdoor_humidity | 0.2866854 |
| outdoor_temperature | 1.1822549 |
| people_occupant | -0.68919194 |
| total_electricity_HVAC | -0.5706415 |
| wind_direction | 0.15225105 |
| wind_speed | -0.33248794 |
| observation/ | |
| HVAC_electricity_demand_rate | 589.40027 |
| air_humidity | 29.749744 |
| air_temperature | 23.030575 |
| clg_setpoint | 28.580164 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 154.75 |
| direct_solar_radiation | 478.5 |
| hour | 10.0 |
| htg_setpoint | 12.119221 |
| month | 9.0 |
| outdoor_humidity | 74.5 |
| outdoor_temperature | 24.37168 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 503678.38 |
| wind_direction | 197.5 |
| wind_speed | 4.1 |
-------------------------------------------------
-------------------------------------------------******************************-------------------------------| 68%
| action_network/ | |
| Cooling_Setpoint_RL | -0.74339265 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.11605 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.539004 |
| air_humidity | -1.6208547 |
| air_temperature | 0.44674617 |
| clg_setpoint | -0.10034851 |
| co2_emission | 0.0 |
| day_of_month | -0.87038547 |
| diffuse_solar_radiation | 3.2686775 |
| direct_solar_radiation | 0.5957193 |
| hour | -0.07196907 |
| htg_setpoint | -0.70234716 |
| month | 0.8131119 |
| outdoor_humidity | -0.17117678 |
| outdoor_temperature | 1.0083685 |
| people_occupant | -0.6888824 |
| total_electricity_HVAC | -0.55928177 |
| wind_direction | -1.2568867 |
| wind_speed | 0.70387506 |
| observation/ | |
| HVAC_electricity_demand_rate | 651.6817 |
| air_humidity | 15.655642 |
| air_temperature | 23.287262 |
| clg_setpoint | 25.878122 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 400.5 |
| direct_solar_radiation | 304.0 |
| hour | 11.0 |
| htg_setpoint | 14.962447 |
| month | 9.0 |
| outdoor_humidity | 65.0 |
| outdoor_temperature | 22.666737 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 549397.6 |
| wind_direction | 50.0 |
| wind_speed | 6.575 |
-------------------------------------------------
--------------------------------------------------******************************------------------------------| 69%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.8974343 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 22.673067 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.16215377 |
| air_humidity | 1.2570919 |
| air_temperature | 0.41838458 |
| clg_setpoint | -1.094876 |
| co2_emission | 0.0 |
| day_of_month | -0.7564572 |
| diffuse_solar_radiation | 1.8704914 |
| direct_solar_radiation | 0.20865631 |
| hour | 0.07249501 |
| htg_setpoint | 0.60797805 |
| month | 0.8127009 |
| outdoor_humidity | -0.039025538 |
| outdoor_temperature | 1.0199256 |
| people_occupant | 0.2648486 |
| total_electricity_HVAC | 0.11746498 |
| wind_direction | -0.062071875 |
| wind_speed | -0.38446668 |
| observation/ | |
| HVAC_electricity_demand_rate | 3674.9004 |
| air_humidity | 53.371803 |
| air_temperature | 23.249773 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 261.25 |
| direct_solar_radiation | 207.0 |
| hour | 12.0 |
| htg_setpoint | 20.473999 |
| month | 9.0 |
| outdoor_humidity | 67.75 |
| outdoor_temperature | 22.783667 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 3307410.2 |
| wind_direction | 175.0 |
| wind_speed | 3.975 |
--------------------------------------------------
-------------------------------------------------*******************************------------------------------| 69%
| action_network/ | |
| Cooling_Setpoint_RL | -0.11460042 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.238224 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.57259274 |
| air_humidity | 0.17006205 |
| air_temperature | 2.2135375 |
| clg_setpoint | 0.7071944 |
| co2_emission | 0.0 |
| day_of_month | -0.6426132 |
| diffuse_solar_radiation | 0.23420528 |
| direct_solar_radiation | 2.6668499 |
| hour | 0.21695906 |
| htg_setpoint | -0.4908271 |
| month | 0.81229055 |
| outdoor_humidity | -1.7733023 |
| outdoor_temperature | 1.1037211 |
| people_occupant | 1.2181901 |
| total_electricity_HVAC | -0.5844659 |
| wind_direction | -1.6618545 |
| wind_speed | 0.6522088 |
| observation/ | |
| HVAC_electricity_demand_rate | 507.14145 |
| air_humidity | 39.129166 |
| air_temperature | 25.62732 |
| clg_setpoint | 28.012587 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 98.25 |
| direct_solar_radiation | 822.75 |
| hour | 13.0 |
| htg_setpoint | 15.853585 |
| month | 9.0 |
| outdoor_humidity | 31.75 |
| outdoor_temperature | 23.613699 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 447092.88 |
| wind_direction | 7.5 |
| wind_speed | 6.45 |
-------------------------------------------------
-------------------------------------------------*******************************------------------------------| 69%
| action_network/ | |
| Cooling_Setpoint_RL | -0.9042003 |
| Heating_Setpoint_RL | 0.8437132 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.573324 |
| Heating_Setpoint_RL | 22.370888 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.31415546 |
| air_humidity | -0.16843657 |
| air_temperature | 0.41771203 |
| clg_setpoint | -1.0946227 |
| co2_emission | 0.0 |
| day_of_month | -0.5288302 |
| diffuse_solar_radiation | 0.99496186 |
| direct_solar_radiation | 2.063715 |
| hour | 0.3614228 |
| htg_setpoint | -0.9483331 |
| month | 0.8118808 |
| outdoor_humidity | -1.5552763 |
| outdoor_temperature | 0.67052627 |
| people_occupant | 1.694641 |
| total_electricity_HVAC | 0.26218504 |
| wind_direction | 0.27242965 |
| wind_speed | -0.17496523 |
| observation/ | |
| HVAC_electricity_demand_rate | 4329.456 |
| air_humidity | 34.691685 |
| air_temperature | 23.24926 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 174.0 |
| direct_solar_radiation | 672.0 |
| hour | 14.0 |
| htg_setpoint | 13.92967 |
| month | 9.0 |
| outdoor_humidity | 36.25 |
| outdoor_temperature | 19.346035 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 3896510.5 |
| wind_direction | 210.0 |
| wind_speed | 4.475 |
-------------------------------------------------
-------------------------------------------------*******************************------------------------------| 69%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.4721962 |
| air_humidity | 1.1412542 |
| air_temperature | 0.4171314 |
| clg_setpoint | -1.0942398 |
| co2_emission | 0.0 |
| day_of_month | -0.41508892 |
| diffuse_solar_radiation | 1.0999913 |
| direct_solar_radiation | 0.63582253 |
| hour | 0.5058857 |
| htg_setpoint | -0.33589333 |
| month | 0.8114717 |
| outdoor_humidity | -1.0371988 |
| outdoor_temperature | 1.1208858 |
| people_occupant | 1.6942979 |
| total_electricity_HVAC | 0.41266438 |
| wind_direction | -0.08589043 |
| wind_speed | 0.39096257 |
| observation/ | |
| HVAC_electricity_demand_rate | 5009.9453 |
| air_humidity | 51.859993 |
| air_temperature | 23.248579 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 184.5 |
| direct_solar_radiation | 314.25 |
| hour | 15.0 |
| htg_setpoint | 16.50638 |
| month | 9.0 |
| outdoor_humidity | 47.0 |
| outdoor_temperature | 23.786419 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 4508950.5 |
| wind_direction | 172.5 |
| wind_speed | 5.825 |
-------------------------------------------------
-------------------------------------------------********************************-----------------------------| 70%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.31085876 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.37358 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.71379155 |
| air_humidity | 1.3610789 |
| air_temperature | 0.41689232 |
| clg_setpoint | -1.0941045 |
| co2_emission | 0.0 |
| day_of_month | -0.301374 |
| diffuse_solar_radiation | 0.40704653 |
| direct_solar_radiation | 0.06735432 |
| hour | 0.65034705 |
| htg_setpoint | 0.5225076 |
| month | 0.81106323 |
| outdoor_humidity | 0.57615894 |
| outdoor_temperature | 1.2412492 |
| people_occupant | 1.6939554 |
| total_electricity_HVAC | 0.6427014 |
| wind_direction | 0.17664483 |
| wind_speed | -0.12241332 |
| observation/ | |
| HVAC_electricity_demand_rate | 6050.429 |
| air_humidity | 54.752327 |
| air_temperature | 23.248405 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 115.5 |
| direct_solar_radiation | 171.75 |
| hour | 16.0 |
| htg_setpoint | 20.118793 |
| month | 9.0 |
| outdoor_humidity | 80.5 |
| outdoor_temperature | 24.979574 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 5445386.5 |
| wind_direction | 200.0 |
| wind_speed | 4.6 |
-------------------------------------------------
-------------------------------------------------********************************-----------------------------| 70%
| action_network/ | |
| Cooling_Setpoint_RL | 0.34486222 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.78891 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4285377 |
| air_humidity | -1.0036081 |
| air_temperature | 1.3423102 |
| clg_setpoint | 0.3678015 |
| co2_emission | 0.0 |
| day_of_month | -0.18767397 |
| diffuse_solar_radiation | -0.30319723 |
| direct_solar_radiation | 0.05233236 |
| hour | 0.7948056 |
| htg_setpoint | -0.9290219 |
| month | 0.81065536 |
| outdoor_humidity | -0.7850958 |
| outdoor_temperature | 1.632646 |
| people_occupant | -0.6891022 |
| total_electricity_HVAC | -0.4316188 |
| wind_direction | 0.86909336 |
| wind_speed | -0.16433017 |
| observation/ | |
| HVAC_electricity_demand_rate | 1128.8412 |
| air_humidity | 23.760485 |
| air_temperature | 24.473152 |
| clg_setpoint | 27.114437 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 44.75 |
| direct_solar_radiation | 168.0 |
| hour | 17.0 |
| htg_setpoint | 14.013815 |
| month | 9.0 |
| outdoor_humidity | 52.25 |
| outdoor_temperature | 28.846642 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1070524.8 |
| wind_direction | 272.5 |
| wind_speed | 4.5 |
-------------------------------------------------
--------------------------------------------------*******************************-----------------------------| 70%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.538257 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 20.652695 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.54871774 |
| air_humidity | -0.64003813 |
| air_temperature | 0.70943284 |
| clg_setpoint | 0.0068517667 |
| co2_emission | 0.0 |
| day_of_month | -0.073981255 |
| diffuse_solar_radiation | -0.7524777 |
| direct_solar_radiation | -0.6184742 |
| hour | 0.93926 |
| htg_setpoint | -0.27374128 |
| month | 0.8102481 |
| outdoor_humidity | -0.4353552 |
| outdoor_temperature | 0.8749527 |
| people_occupant | -0.6887941 |
| total_electricity_HVAC | -0.5594652 |
| wind_direction | -0.27726963 |
| wind_speed | -0.33190614 |
| observation/ | |
| HVAC_electricity_demand_rate | 610.6158 |
| air_humidity | 28.521118 |
| air_temperature | 23.635828 |
| clg_setpoint | 26.160707 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 16.769398 |
| month | 9.0 |
| outdoor_humidity | 59.5 |
| outdoor_temperature | 21.385187 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 549554.2 |
| wind_direction | 152.5 |
| wind_speed | 4.1 |
--------------------------------------------------
--------------------------------------------------********************************----------------------------| 71%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.7217533 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.565138 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5049914 |
| air_humidity | 1.398847 |
| air_temperature | 0.41727406 |
| clg_setpoint | -1.0943053 |
| co2_emission | 0.0 |
| day_of_month | 0.039707907 |
| diffuse_solar_radiation | -0.7523409 |
| direct_solar_radiation | -0.618361 |
| hour | 1.0837085 |
| htg_setpoint | 0.9270267 |
| month | 0.8098414 |
| outdoor_humidity | 0.034567535 |
| outdoor_temperature | 0.72745794 |
| people_occupant | -0.45050853 |
| total_electricity_HVAC | -0.51782 |
| wind_direction | -0.44393674 |
| wind_speed | -0.122151405 |
| observation/ | |
| HVAC_electricity_demand_rate | 799.1755 |
| air_humidity | 55.24443 |
| air_temperature | 23.249498 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 21.822067 |
| month | 9.0 |
| outdoor_humidity | 69.25 |
| outdoor_temperature | 19.933802 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 719257.94 |
| wind_direction | 135.0 |
| wind_speed | 4.6 |
--------------------------------------------------
-------------------------------------------------*********************************----------------------------| 71%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.69250405 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 21.520336 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5550428 |
| air_humidity | 1.4071397 |
| air_temperature | 0.32463497 |
| clg_setpoint | -0.8270324 |
| co2_emission | 0.0 |
| day_of_month | 0.15339337 |
| diffuse_solar_radiation | -0.75234044 |
| direct_solar_radiation | -0.6181272 |
| hour | 1.2281492 |
| htg_setpoint | 0.75919896 |
| month | 0.80943537 |
| outdoor_humidity | 0.39556098 |
| outdoor_temperature | 0.69818115 |
| people_occupant | -0.45063418 |
| total_electricity_HVAC | -0.5654861 |
| wind_direction | 1.6097648 |
| wind_speed | -0.03849158 |
| observation/ | |
| HVAC_electricity_demand_rate | 583.8809 |
| air_humidity | 55.37027 |
| air_temperature | 23.127163 |
| clg_setpoint | 23.95608 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 21.118153 |
| month | 9.0 |
| outdoor_humidity | 76.75 |
| outdoor_temperature | 19.64814 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 525492.8 |
| wind_direction | 350.0 |
| wind_speed | 4.8 |
-------------------------------------------------
-------------------------------------------------*********************************----------------------------| 71%
| action_network/ | |
| Cooling_Setpoint_RL | -0.2800458 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.679846 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.67061895 |
| air_humidity | 0.31866223 |
| air_temperature | 0.05081677 |
| clg_setpoint | -0.2780212 |
| co2_emission | 0.0 |
| day_of_month | 0.2670712 |
| diffuse_solar_radiation | -0.75235844 |
| direct_solar_radiation | -0.61817324 |
| hour | 1.3725798 |
| htg_setpoint | 0.3827524 |
| month | 0.80902994 |
| outdoor_humidity | -1.0379906 |
| outdoor_temperature | 0.43157008 |
| people_occupant | -0.6891102 |
| total_electricity_HVAC | -0.6755364 |
| wind_direction | -1.4933078 |
| wind_speed | -0.646363 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 41.11365 |
| air_temperature | 22.765394 |
| clg_setpoint | 25.406487 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 19.536428 |
| month | 9.0 |
| outdoor_humidity | 47.0 |
| outdoor_temperature | 17.025045 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 25.0 |
| wind_speed | 3.35 |
-------------------------------------------------
-------------------------------------------------*********************************----------------------------| 71%
| action_network/ | |
| Cooling_Setpoint_RL | 0.51286066 |
| Heating_Setpoint_RL | 0.28989407 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.355904 |
| Heating_Setpoint_RL | 19.255653 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.15396488 |
| air_humidity | 1.134496 |
| air_temperature | 0.4174266 |
| clg_setpoint | -0.26199904 |
| co2_emission | 0.0 |
| day_of_month | 0.38073355 |
| diffuse_solar_radiation | -0.75230473 |
| direct_solar_radiation | -0.61822206 |
| hour | 1.5169978 |
| htg_setpoint | 1.2650115 |
| month | 0.8086251 |
| outdoor_humidity | 0.45622218 |
| outdoor_temperature | 0.27508894 |
| people_occupant | -0.68921536 |
| total_electricity_HVAC | 0.109613106 |
| wind_direction | -1.3492275 |
| wind_speed | -0.9607975 |
| observation/ | |
| HVAC_electricity_demand_rate | 3634.9802 |
| air_humidity | 51.816013 |
| air_temperature | 23.25021 |
| clg_setpoint | 25.448536 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 78.0 |
| outdoor_temperature | 15.485832 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3271482.2 |
| wind_direction | 40.0 |
| wind_speed | 2.6 |
-------------------------------------------------
-------------------------------------------------**********************************---------------------------| 72%
| action_network/ | |
| Cooling_Setpoint_RL | 0.37532997 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.891739 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.42076167 |
| air_humidity | 1.2888672 |
| air_temperature | 0.4170429 |
| clg_setpoint | -0.4820037 |
| co2_emission | 0.0 |
| day_of_month | 0.49436882 |
| diffuse_solar_radiation | -0.7522904 |
| direct_solar_radiation | -0.6182778 |
| hour | 1.6614003 |
| htg_setpoint | 1.2645055 |
| month | 0.8082209 |
| outdoor_humidity | 0.5285464 |
| outdoor_temperature | 0.50511736 |
| people_occupant | -0.6893204 |
| total_electricity_HVAC | 0.29186782 |
| wind_direction | 0.15477291 |
| wind_speed | -1.0128424 |
| observation/ | |
| HVAC_electricity_demand_rate | 1163.0481 |
| air_humidity | 53.851562 |
| air_temperature | 23.24987 |
| clg_setpoint | 24.86651 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 79.5 |
| outdoor_temperature | 17.75356 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4012341.2 |
| wind_direction | 197.5 |
| wind_speed | 2.475 |
-------------------------------------------------
-------------------------------------------------**********************************---------------------------| 72%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.5762792 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 20.86657 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5911123 |
| air_humidity | -0.7158856 |
| air_temperature | -0.4076033 |
| clg_setpoint | 0.99248695 |
| co2_emission | 0.0 |
| day_of_month | 0.7218241 |
| diffuse_solar_radiation | -0.7523063 |
| direct_solar_radiation | -0.6180961 |
| hour | -1.6613047 |
| htg_setpoint | -0.22736832 |
| month | 0.8078173 |
| outdoor_humidity | 1.1791391 |
| outdoor_temperature | 0.85509336 |
| people_occupant | -0.68901324 |
| total_electricity_HVAC | -0.59984636 |
| wind_direction | 0.27401435 |
| wind_speed | -0.33077225 |
| observation/ | |
| HVAC_electricity_demand_rate | 430.01147 |
| air_humidity | 27.565727 |
| air_temperature | 22.160503 |
| clg_setpoint | 28.76391 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 16.974682 |
| month | 9.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 21.204096 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 387010.34 |
| wind_direction | 210.0 |
| wind_speed | 4.1 |
-------------------------------------------------
-------------------------------------------------**********************************---------------------------| 72%
| action_network/ | |
| Cooling_Setpoint_RL | -0.6130733 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.555878 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.2558732 |
| air_humidity | 0.4865216 |
| air_temperature | 0.41726717 |
| clg_setpoint | 0.58853674 |
| co2_emission | 0.0 |
| day_of_month | 0.83536696 |
| diffuse_solar_radiation | -0.7522948 |
| direct_solar_radiation | -0.6178382 |
| hour | -1.5167723 |
| htg_setpoint | 1.2639037 |
| month | 0.8074143 |
| outdoor_humidity | 0.045401797 |
| outdoor_temperature | 0.13867056 |
| people_occupant | -0.68870646 |
| total_electricity_HVAC | 1.4573462 |
| wind_direction | 1.5153915 |
| wind_speed | -0.11041305 |
| observation/ | |
| HVAC_electricity_demand_rate | 8369.541 |
| air_humidity | 43.330315 |
| air_temperature | 23.250177 |
| clg_setpoint | 27.696323 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 69.5 |
| outdoor_temperature | 14.154234 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 8745765.0 |
| wind_direction | 340.0 |
| wind_speed | 4.625 |
-------------------------------------------------
-------------------------------------------------***********************************--------------------------| 73%
| action_network/ | |
| Cooling_Setpoint_RL | -0.36483464 |
| Heating_Setpoint_RL | 0.7502796 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.393682 |
| Heating_Setpoint_RL | 21.845324 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6707499 |
| air_humidity | 0.00838292 |
| air_temperature | -0.19906032 |
| clg_setpoint | -0.7169212 |
| co2_emission | 0.0 |
| day_of_month | 0.94881773 |
| diffuse_solar_radiation | -0.75230783 |
| direct_solar_radiation | -0.61758083 |
| hour | -1.3722566 |
| htg_setpoint | 0.1522392 |
| month | 0.8070119 |
| outdoor_humidity | -0.17104214 |
| outdoor_temperature | 0.034993608 |
| people_occupant | -0.6888116 |
| total_electricity_HVAC | -0.6756743 |
| wind_direction | -1.5400804 |
| wind_speed | -1.1175859 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 37.05975 |
| air_temperature | 22.436405 |
| clg_setpoint | 24.244936 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 18.574192 |
| month | 9.0 |
| outdoor_humidity | 65.0 |
| outdoor_temperature | 13.134551 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 20.0 |
| wind_speed | 2.225 |
-------------------------------------------------
-------------------------------------------------***********************************--------------------------| 73%
| action_network/ | |
| Cooling_Setpoint_RL | -0.30202776 |
| Heating_Setpoint_RL | 0.17628777 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.605656 |
| Heating_Setpoint_RL | 18.61662 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.82812315 |
| air_humidity | 0.6693176 |
| air_temperature | 0.41736642 |
| clg_setpoint | -1.0931493 |
| co2_emission | 0.0 |
| day_of_month | 1.0621486 |
| diffuse_solar_radiation | -0.7523033 |
| direct_solar_radiation | -0.6176121 |
| hour | -1.2277547 |
| htg_setpoint | 1.2632052 |
| month | 0.8066101 |
| outdoor_humidity | 0.32327592 |
| outdoor_temperature | 0.022822281 |
| people_occupant | -0.68891656 |
| total_electricity_HVAC | 0.7514644 |
| wind_direction | -1.1574507 |
| wind_speed | -0.69749224 |
| observation/ | |
| HVAC_electricity_demand_rate | 6528.4106 |
| air_humidity | 45.725807 |
| air_temperature | 23.25045 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 75.25 |
| outdoor_temperature | 13.016496 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 5875570.0 |
| wind_direction | 60.0 |
| wind_speed | 3.225 |
-------------------------------------------------
-------------------------------------------------***********************************--------------------------| 73%
| action_network/ | |
| Cooling_Setpoint_RL | 0.30410928 |
| Heating_Setpoint_RL | 0.7789 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.65137 |
| Heating_Setpoint_RL | 22.006313 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.34403536 |
| air_humidity | 1.853985 |
| air_temperature | 0.41707328 |
| clg_setpoint | 1.4606076 |
| co2_emission | 0.0 |
| day_of_month | 1.175328 |
| diffuse_solar_radiation | -0.75229263 |
| direct_solar_radiation | -0.6174675 |
| hour | -1.0832639 |
| htg_setpoint | 1.2625561 |
| month | 0.8062089 |
| outdoor_humidity | 1.2150915 |
| outdoor_temperature | 0.30011356 |
| people_occupant | -0.68902147 |
| total_electricity_HVAC | 0.2905445 |
| wind_direction | -1.6101822 |
| wind_speed | -0.22493528 |
| observation/ | |
| HVAC_electricity_demand_rate | 4447.5483 |
| air_humidity | 61.273113 |
| air_temperature | 23.250217 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 93.75 |
| outdoor_temperature | 15.746052 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4002793.5 |
| wind_direction | 12.5 |
| wind_speed | 4.35 |
| train/ | |
| approx_kl | 0.006716701 |
| clip_fraction | 0.0886 |
| clip_range | 0.2 |
| entropy_loss | -2.39 |
| explained_variance | 0.713 |
| learning_rate | 0.0003 |
| loss | 0.173 |
| n_updates | 810 |
| policy_gradient_loss | -0.00999 |
| std | 0.802 |
| value_loss | 0.745 |
-------------------------------------------------
------------------------------------------------*************************************-------------------------| 74%
| action_network/ | |
| Cooling_Setpoint_RL | 0.12610945 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.05062 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.2990287 |
| air_humidity | 2.112459 |
| air_temperature | 0.41679397 |
| clg_setpoint | -1.0928158 |
| co2_emission | 0.0 |
| day_of_month | 1.2883211 |
| diffuse_solar_radiation | -0.7522772 |
| direct_solar_radiation | -0.6172106 |
| hour | -0.9387816 |
| htg_setpoint | 1.2617675 |
| month | 0.8058083 |
| outdoor_humidity | 1.1783563 |
| outdoor_temperature | 0.4588047 |
| people_occupant | -0.6891262 |
| total_electricity_HVAC | 0.24769089 |
| wind_direction | 1.4685702 |
| wind_speed | -1.7256135 |
| observation/ | |
| HVAC_electricity_demand_rate | 4253.478 |
| air_humidity | 64.69927 |
| air_temperature | 23.250036 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 93.0 |
| outdoor_temperature | 17.308748 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3828130.2 |
| wind_direction | 335.0 |
| wind_speed | 0.775 |
------------------------------------------------
--------------------------------------------------***********************************-------------------------| 74%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.39433828 |
| air_humidity | 1.0248846 |
| air_temperature | 0.41660103 |
| clg_setpoint | -0.18741465 |
| co2_emission | 0.0 |
| day_of_month | 1.4010892 |
| diffuse_solar_radiation | -0.4661965 |
| direct_solar_radiation | -0.025487203 |
| hour | -0.794306 |
| htg_setpoint | 1.2613503 |
| month | 0.8054083 |
| outdoor_humidity | -0.09972917 |
| outdoor_temperature | 0.51132834 |
| people_occupant | -0.68923086 |
| total_electricity_HVAC | 0.06136239 |
| wind_direction | 1.1820121 |
| wind_speed | -0.9068384 |
| observation/ | |
| HVAC_electricity_demand_rate | 1275.5925 |
| air_humidity | 50.441326 |
| air_temperature | 23.249977 |
| clg_setpoint | 25.642336 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 28.5 |
| direct_solar_radiation | 148.0 |
| hour | 6.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 66.5 |
| outdoor_temperature | 17.82817 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3071480.2 |
| wind_direction | 305.0 |
| wind_speed | 2.725 |
--------------------------------------------------
-------------------------------------------------************************************-------------------------| 74%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.76986533 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 21.955492 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.033283304 |
| air_humidity | -0.6100396 |
| air_temperature | 0.41637605 |
| clg_setpoint | 0.94274575 |
| co2_emission | 0.0 |
| day_of_month | 1.5135903 |
| diffuse_solar_radiation | -0.13484637 |
| direct_solar_radiation | 1.229163 |
| hour | -0.64983505 |
| htg_setpoint | 1.261257 |
| month | 0.8050089 |
| outdoor_humidity | -0.2919943 |
| outdoor_temperature | -0.06630083 |
| people_occupant | -0.688925 |
| total_electricity_HVAC | 0.27538523 |
| wind_direction | -1.2033068 |
| wind_speed | -0.38169277 |
| observation/ | |
| HVAC_electricity_demand_rate | 3111.1396 |
| air_humidity | 28.981321 |
| air_temperature | 23.249962 |
| clg_setpoint | 28.630192 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 61.5 |
| direct_solar_radiation | 462.0 |
| hour | 7.0 |
| htg_setpoint | 23.25 |
| month | 9.0 |
| outdoor_humidity | 62.5 |
| outdoor_temperature | 12.151197 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3939309.0 |
| wind_direction | 55.0 |
| wind_speed | 3.975 |
-------------------------------------------------
-------------------------------------------------************************************-------------------------| 74%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.15552619 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 16.750166 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5645984 |
| air_humidity | 0.1825433 |
| air_temperature | 0.9546526 |
| clg_setpoint | -0.16952322 |
| co2_emission | 0.0 |
| day_of_month | 1.6257794 |
| diffuse_solar_radiation | 0.025870286 |
| direct_solar_radiation | 2.038773 |
| hour | -0.50536734 |
| htg_setpoint | -1.207696 |
| month | 0.8046101 |
| outdoor_humidity | 0.1420761 |
| outdoor_temperature | 0.2497862 |
| people_occupant | 1.6954826 |
| total_electricity_HVAC | -0.57461345 |
| wind_direction | -1.345767 |
| wind_speed | -0.43396428 |
| observation/ | |
| HVAC_electricity_demand_rate | 543.8847 |
| air_humidity | 39.379166 |
| air_temperature | 23.959953 |
| clg_setpoint | 25.69094 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 77.5 |
| direct_solar_radiation | 664.75 |
| hour | 8.0 |
| htg_setpoint | 12.860216 |
| month | 9.0 |
| outdoor_humidity | 71.5 |
| outdoor_temperature | 15.259318 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 489496.6 |
| wind_direction | 40.0 |
| wind_speed | 3.85 |
-------------------------------------------------
--------------------------------------------------************************************------------------------| 75%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.53791827 |
| air_humidity | 0.45325786 |
| air_temperature | 0.41685063 |
| clg_setpoint | -1.0928539 |
| co2_emission | 0.0 |
| day_of_month | -1.6726894 |
| diffuse_solar_radiation | 0.44786265 |
| direct_solar_radiation | -0.6175144 |
| hour | -0.36090165 |
| htg_setpoint | 1.2610621 |
| month | 1.1007338 |
| outdoor_humidity | -0.12328782 |
| outdoor_temperature | -0.115140475 |
| people_occupant | 1.6951424 |
| total_electricity_HVAC | -0.54967624 |
| wind_direction | -1.6791909 |
| wind_speed | 0.5010964 |
| observation/ | |
| HVAC_electricity_demand_rate | 658.6421 |
| air_humidity | 42.934433 |
| air_temperature | 23.250874 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 119.5 |
| direct_solar_radiation | 0.0 |
| hour | 9.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 66.0 |
| outdoor_temperature | 11.673259 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 590897.4 |
| wind_direction | 5.0 |
| wind_speed | 6.075 |
--------------------------------------------------
-------------------------------------------------*************************************------------------------| 75%
| action_network/ | |
| Cooling_Setpoint_RL | -0.7058134 |
| Heating_Setpoint_RL | 0.54004 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.24288 |
| Heating_Setpoint_RL | 20.662725 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.30066648 |
| air_humidity | 1.1689068 |
| air_temperature | 0.41498074 |
| clg_setpoint | -1.0925692 |
| co2_emission | 0.0 |
| day_of_month | -1.5572402 |
| diffuse_solar_radiation | 1.3016992 |
| direct_solar_radiation | 1.7822818 |
| hour | -0.21643703 |
| htg_setpoint | 0.18446091 |
| month | 1.100003 |
| outdoor_humidity | -0.4612532 |
| outdoor_temperature | 0.8531262 |
| people_occupant | 1.6948028 |
| total_electricity_HVAC | 0.24918127 |
| wind_direction | 0.9441165 |
| wind_speed | -0.48558447 |
| observation/ | |
| HVAC_electricity_demand_rate | 4257.0894 |
| air_humidity | 52.32305 |
| air_temperature | 23.248486 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 204.5 |
| direct_solar_radiation | 600.75 |
| hour | 10.0 |
| htg_setpoint | 18.720684 |
| month | 10.0 |
| outdoor_humidity | 59.0 |
| outdoor_temperature | 21.186007 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 3831380.5 |
| wind_direction | 280.0 |
| wind_speed | 3.725 |
-------------------------------------------------
--------------------------------------------------************************************------------------------| 75%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.4163172 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.966785 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.70678526 |
| air_humidity | 1.1551832 |
| air_temperature | 0.41529208 |
| clg_setpoint | -1.0922017 |
| co2_emission | 0.0 |
| day_of_month | -1.4421395 |
| diffuse_solar_radiation | 1.0407077 |
| direct_solar_radiation | 2.2110403 |
| hour | -0.071972854 |
| htg_setpoint | 1.2381468 |
| month | 1.0992737 |
| outdoor_humidity | -0.02731587 |
| outdoor_temperature | 1.1511346 |
| people_occupant | 1.2177678 |
| total_electricity_HVAC | 0.6344924 |
| wind_direction | 0.013988328 |
| wind_speed | -0.36957198 |
| observation/ | |
| HVAC_electricity_demand_rate | 5999.3706 |
| air_humidity | 52.160046 |
| air_temperature | 23.249033 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 178.5 |
| direct_solar_radiation | 708.25 |
| hour | 11.0 |
| htg_setpoint | 23.155998 |
| month | 10.0 |
| outdoor_humidity | 68.0 |
| outdoor_temperature | 24.115772 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 5393996.5 |
| wind_direction | 182.5 |
| wind_speed | 4.0 |
--------------------------------------------------
-------------------------------------------------*************************************------------------------| 75%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.44868776 |
| air_humidity | 1.0611172 |
| air_temperature | 0.41556698 |
| clg_setpoint | -1.0919782 |
| co2_emission | 0.0 |
| day_of_month | -1.327336 |
| diffuse_solar_radiation | 1.0509537 |
| direct_solar_radiation | 2.2102473 |
| hour | 0.07249122 |
| htg_setpoint | 0.07353192 |
| month | 1.0985459 |
| outdoor_humidity | -0.5584458 |
| outdoor_temperature | 1.2329613 |
| people_occupant | 0.2641587 |
| total_electricity_HVAC | 0.3907626 |
| wind_direction | 0.18081717 |
| wind_speed | -0.21190204 |
| observation/ | |
| HVAC_electricity_demand_rate | 4892.086 |
| air_humidity | 50.93898 |
| air_temperature | 23.249508 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 179.5 |
| direct_solar_radiation | 708.25 |
| hour | 12.0 |
| htg_setpoint | 18.256083 |
| month | 10.0 |
| outdoor_humidity | 57.0 |
| outdoor_temperature | 24.923786 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 4405530.5 |
| wind_direction | 200.0 |
| wind_speed | 4.375 |
-------------------------------------------------
-------------------------------------------------**************************************-----------------------| 76%
| action_network/ | |
| Cooling_Setpoint_RL | 0.75892 |
| Heating_Setpoint_RL | -0.10805726 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.186356 |
| Heating_Setpoint_RL | 17.017178 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.54370236 |
| air_humidity | 0.35918146 |
| air_temperature | 0.66887176 |
| clg_setpoint | 0.648919 |
| co2_emission | 0.0 |
| day_of_month | -1.212783 |
| diffuse_solar_radiation | 1.3249018 |
| direct_solar_radiation | 1.6286633 |
| hour | 0.21695524 |
| htg_setpoint | -0.9665961 |
| month | 1.0978194 |
| outdoor_humidity | 0.056423414 |
| outdoor_temperature | 1.0713814 |
| people_occupant | -0.68914205 |
| total_electricity_HVAC | -0.555534 |
| wind_direction | -0.08167889 |
| wind_speed | -0.21165578 |
| observation/ | |
| HVAC_electricity_demand_rate | 635.79083 |
| air_humidity | 41.740807 |
| air_temperature | 23.583267 |
| clg_setpoint | 27.850763 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 206.75 |
| direct_solar_radiation | 562.75 |
| hour | 13.0 |
| htg_setpoint | 13.880531 |
| month | 10.0 |
| outdoor_humidity | 69.75 |
| outdoor_temperature | 23.339325 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 568941.7 |
| wind_direction | 172.5 |
| wind_speed | 4.375 |
-------------------------------------------------
--------------------------------------------------*************************************-----------------------| 76%
| action_network/ | |
| Cooling_Setpoint_RL | -0.0688034 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.392788 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6715523 |
| air_humidity | 0.61279607 |
| air_temperature | -0.068614386 |
| clg_setpoint | 1.461321 |
| co2_emission | 0.0 |
| day_of_month | -1.098438 |
| diffuse_solar_radiation | 0.88558006 |
| direct_solar_radiation | 1.7835407 |
| hour | 0.361419 |
| htg_setpoint | -0.885782 |
| month | 1.0970945 |
| outdoor_humidity | -1.0418981 |
| outdoor_temperature | 0.37193403 |
| people_occupant | -0.6888375 |
| total_electricity_HVAC | -0.6764602 |
| wind_direction | 1.1589189 |
| wind_speed | 1.8975878 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 45.07838 |
| air_temperature | 22.612076 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 163.0 |
| direct_solar_radiation | 601.5 |
| hour | 14.0 |
| htg_setpoint | 14.220722 |
| month | 10.0 |
| outdoor_humidity | 47.0 |
| outdoor_temperature | 16.473286 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 302.5 |
| wind_speed | 9.4 |
--------------------------------------------------
-------------------------------------------------**************************************-----------------------| 76%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.27042627 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.146149 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5432209 |
| air_humidity | -1.3105448 |
| air_temperature | 0.4147997 |
| clg_setpoint | -1.0922874 |
| co2_emission | 0.0 |
| day_of_month | -0.9842629 |
| diffuse_solar_radiation | 0.7022978 |
| direct_solar_radiation | 0.96187925 |
| hour | 0.50588197 |
| htg_setpoint | 1.2600371 |
| month | 1.096371 |
| outdoor_humidity | -1.8254185 |
| outdoor_temperature | -0.20909087 |
| people_occupant | 1.6951048 |
| total_electricity_HVAC | -0.5542798 |
| wind_direction | 1.1343026 |
| wind_speed | 1.854832 |
| observation/ | |
| HVAC_electricity_demand_rate | 636.7249 |
| air_humidity | 19.825686 |
| air_temperature | 23.248621 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 144.75 |
| direct_solar_radiation | 395.75 |
| hour | 15.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 30.75 |
| outdoor_temperature | 10.768464 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 573052.4 |
| wind_direction | 300.0 |
| wind_speed | 9.3 |
-------------------------------------------------
-------------------------------------------------***************************************----------------------| 77%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.28305238 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.03283 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.52458125 |
| air_humidity | -1.0375452 |
| air_temperature | 0.41491613 |
| clg_setpoint | -1.0921276 |
| co2_emission | 0.0 |
| day_of_month | -0.8702233 |
| diffuse_solar_radiation | -0.12671025 |
| direct_solar_radiation | 1.0095651 |
| hour | 0.65034324 |
| htg_setpoint | 0.093322106 |
| month | 1.0956489 |
| outdoor_humidity | -1.595141 |
| outdoor_temperature | -0.07310411 |
| people_occupant | 1.6947664 |
| total_electricity_HVAC | -0.53652185 |
| wind_direction | 1.3957711 |
| wind_speed | 0.6050375 |
| observation/ | |
| HVAC_electricity_demand_rate | 716.1085 |
| air_humidity | 23.40093 |
| air_temperature | 23.248562 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 62.25 |
| direct_solar_radiation | 407.75 |
| hour | 16.0 |
| htg_setpoint | 18.339258 |
| month | 10.0 |
| outdoor_humidity | 35.5 |
| outdoor_temperature | 12.100463 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 644497.7 |
| wind_direction | 327.5 |
| wind_speed | 6.325 |
-------------------------------------------------
--------------------------------------------------**************************************----------------------| 77%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.46965677 |
| air_humidity | -0.080960855 |
| air_temperature | 0.42144775 |
| clg_setpoint | -1.0916522 |
| co2_emission | 0.0 |
| day_of_month | -0.75628906 |
| diffuse_solar_radiation | -0.6166582 |
| direct_solar_radiation | -0.32172748 |
| hour | 0.7948019 |
| htg_setpoint | -0.86502504 |
| month | 1.0949283 |
| outdoor_humidity | -0.448962 |
| outdoor_temperature | 0.046704784 |
| people_occupant | 1.6944286 |
| total_electricity_HVAC | -0.48422557 |
| wind_direction | 0.155313 |
| wind_speed | -0.08691412 |
| observation/ | |
| HVAC_electricity_demand_rate | 951.36444 |
| air_humidity | 35.952164 |
| air_temperature | 23.257065 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 13.5 |
| direct_solar_radiation | 74.25 |
| hour | 17.0 |
| htg_setpoint | 14.306094 |
| month | 10.0 |
| outdoor_humidity | 59.25 |
| outdoor_temperature | 13.274093 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 856228.0 |
| wind_direction | 197.5 |
| wind_speed | 4.675 |
--------------------------------------------------
-------------------------------------------------***************************************----------------------| 77%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.3582027 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 19.63989 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.61945534 |
| air_humidity | 1.9550271 |
| air_temperature | 0.41558364 |
| clg_setpoint | -1.0914291 |
| co2_emission | 0.0 |
| day_of_month | -0.6424341 |
| diffuse_solar_radiation | -0.7523416 |
| direct_solar_radiation | -0.61820006 |
| hour | 0.93925637 |
| htg_setpoint | 0.79831547 |
| month | 1.094209 |
| outdoor_humidity | 1.2882085 |
| outdoor_temperature | 0.24001622 |
| people_occupant | 0.50244826 |
| total_electricity_HVAC | -0.6268308 |
| wind_direction | 0.08352377 |
| wind_speed | -0.4333666 |
| observation/ | |
| HVAC_electricity_demand_rate | 309.6072 |
| air_humidity | 62.67498 |
| air_temperature | 23.249432 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 21.306038 |
| month | 10.0 |
| outdoor_humidity | 95.25 |
| outdoor_temperature | 15.171199 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 278646.5 |
| wind_direction | 190.0 |
| wind_speed | 3.85 |
-------------------------------------------------
-------------------------------------------------***************************************----------------------| 77%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.15107036 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.47477 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.65428215 |
| air_humidity | 1.9479483 |
| air_temperature | 0.41580015 |
| clg_setpoint | -1.0910277 |
| co2_emission | 0.0 |
| day_of_month | -0.52863604 |
| diffuse_solar_radiation | -0.7523334 |
| direct_solar_radiation | -0.61829466 |
| hour | 1.0837052 |
| htg_setpoint | 1.2599698 |
| month | 1.0934912 |
| outdoor_humidity | 0.99792516 |
| outdoor_temperature | 0.38141653 |
| people_occupant | -0.45102304 |
| total_electricity_HVAC | -0.6599872 |
| wind_direction | 0.1310968 |
| wind_speed | 0.5426537 |
| observation/ | |
| HVAC_electricity_demand_rate | 160.93347 |
| air_humidity | 62.60306 |
| air_temperature | 23.24981 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 89.25 |
| outdoor_temperature | 16.558744 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 144840.12 |
| wind_direction | 195.0 |
| wind_speed | 6.175 |
-------------------------------------------------
-------------------------------------------------****************************************---------------------| 78%
| action_network/ | |
| Cooling_Setpoint_RL | -0.90519243 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.569975 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.668012 |
| air_humidity | 1.6283789 |
| air_temperature | 0.29340953 |
| clg_setpoint | -0.44136545 |
| co2_emission | 0.0 |
| day_of_month | -0.41487655 |
| diffuse_solar_radiation | -0.7523216 |
| direct_solar_radiation | -0.6183922 |
| hour | 1.2281462 |
| htg_setpoint | -0.17857838 |
| month | 1.0927747 |
| outdoor_humidity | 1.5159692 |
| outdoor_temperature | 0.5029699 |
| people_occupant | -0.68905395 |
| total_electricity_HVAC | -0.67306346 |
| wind_direction | 0.13115945 |
| wind_speed | -1.1145034 |
| observation/ | |
| HVAC_electricity_demand_rate | 102.14255 |
| air_humidity | 58.422855 |
| air_temperature | 23.088911 |
| clg_setpoint | 24.966928 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 17.197681 |
| month | 10.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 17.752201 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 91928.29 |
| wind_direction | 195.0 |
| wind_speed | 2.225 |
-------------------------------------------------
-------------------------------------------------****************************************---------------------| 78%
| action_network/ | |
| Cooling_Setpoint_RL | 0.8012327 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.32916 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.29252335 |
| air_humidity | 1.7353265 |
| air_temperature | 0.4155478 |
| clg_setpoint | 1.4632466 |
| co2_emission | 0.0 |
| day_of_month | -0.30114096 |
| diffuse_solar_radiation | -0.7523295 |
| direct_solar_radiation | -0.6184537 |
| hour | 1.3725773 |
| htg_setpoint | 1.2592586 |
| month | 1.0920597 |
| outdoor_humidity | 1.5151556 |
| outdoor_temperature | 0.33709264 |
| people_occupant | -0.6887508 |
| total_electricity_HVAC | 0.24134034 |
| wind_direction | -0.9182737 |
| wind_speed | -1.0717256 |
| observation/ | |
| HVAC_electricity_demand_rate | 4216.3467 |
| air_humidity | 59.84711 |
| air_temperature | 23.249691 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 16.128296 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3794712.2 |
| wind_direction | 85.0 |
| wind_speed | 2.325 |
-------------------------------------------------
--------------------------------------------------***************************************---------------------| 78%
| action_network/ | |
| Cooling_Setpoint_RL | 0.6269368 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.740911 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.014660655 |
| air_humidity | 1.9906545 |
| air_temperature | 0.41541913 |
| clg_setpoint | 1.4633403 |
| co2_emission | 0.0 |
| day_of_month | -0.18741862 |
| diffuse_solar_radiation | -0.75228745 |
| direct_solar_radiation | -0.6184208 |
| hour | 1.5169959 |
| htg_setpoint | 1.2587347 |
| month | 1.0913461 |
| outdoor_humidity | 1.4058825 |
| outdoor_temperature | 0.45918918 |
| people_occupant | -0.6888547 |
| total_electricity_HVAC | -0.051094934 |
| wind_direction | -0.58372486 |
| wind_speed | 0.97394675 |
| observation/ | |
| HVAC_electricity_demand_rate | 2900.3225 |
| air_humidity | 63.222954 |
| air_temperature | 23.249706 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 97.75 |
| outdoor_temperature | 17.325212 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2610290.2 |
| wind_direction | 120.0 |
| wind_speed | 7.2 |
--------------------------------------------------
--------------------------------------------------***************************************---------------------| 78%
| action_network/ | |
| Cooling_Setpoint_RL | -0.22288172 |
| Heating_Setpoint_RL | 0.041629 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.872774 |
| Heating_Setpoint_RL | 17.859163 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.67169577 |
| air_humidity | 0.35240078 |
| air_temperature | -0.80437726 |
| clg_setpoint | 0.66182524 |
| co2_emission | 0.0 |
| day_of_month | -0.07370256 |
| diffuse_solar_radiation | -0.75227773 |
| direct_solar_radiation | -0.61851037 |
| hour | 1.6613992 |
| htg_setpoint | -0.5155068 |
| month | 1.0906339 |
| outdoor_humidity | -0.22218584 |
| outdoor_temperature | -0.030877864 |
| people_occupant | -0.6889584 |
| total_electricity_HVAC | -0.67657757 |
| wind_direction | 1.3486879 |
| wind_speed | -1.2293692 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 41.702255 |
| air_temperature | 21.646397 |
| clg_setpoint | 27.881485 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 15.783933 |
| month | 10.0 |
| outdoor_humidity | 64.0 |
| outdoor_temperature | 12.525505 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 322.5 |
| wind_speed | 1.95 |
--------------------------------------------------
--------------------------------------------------****************************************--------------------| 79%
| action_network/ | |
| Cooling_Setpoint_RL | 0.77940124 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.25548 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5063493 |
| air_humidity | 2.7197633 |
| air_temperature | -0.8749021 |
| clg_setpoint | -0.074696615 |
| co2_emission | 0.0 |
| day_of_month | 0.1537663 |
| diffuse_solar_radiation | -0.75225604 |
| direct_solar_radiation | -0.6185457 |
| hour | -1.661305 |
| htg_setpoint | 0.6745437 |
| month | 1.089923 |
| outdoor_humidity | 0.53719723 |
| outdoor_temperature | -0.19412522 |
| people_occupant | -0.689062 |
| total_electricity_HVAC | -0.59793234 |
| wind_direction | 0.9911404 |
| wind_speed | 0.595761 |
| observation/ | |
| HVAC_electricity_demand_rate | 795.31305 |
| air_humidity | 72.84433 |
| air_temperature | 21.554092 |
| clg_setpoint | 25.934273 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 20.793684 |
| month | 10.0 |
| outdoor_humidity | 79.75 |
| outdoor_temperature | 10.927689 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 397057.62 |
| wind_direction | 285.0 |
| wind_speed | 6.3 |
--------------------------------------------------
-------------------------------------------------*****************************************--------------------| 79%
| action_network/ | |
| Cooling_Setpoint_RL | 0.18231103 |
| Heating_Setpoint_RL | 0.7855208 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.2403 |
| Heating_Setpoint_RL | 22.043554 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6717992 |
| air_humidity | -0.56186986 |
| air_temperature | -1.695177 |
| clg_setpoint | 1.4636773 |
| co2_emission | 0.0 |
| day_of_month | 0.2675056 |
| diffuse_solar_radiation | -0.75223553 |
| direct_solar_radiation | -0.61863035 |
| hour | -1.5167736 |
| htg_setpoint | -1.4149796 |
| month | 1.0892136 |
| outdoor_humidity | -1.3559321 |
| outdoor_temperature | -0.63300073 |
| people_occupant | -0.6891655 |
| total_electricity_HVAC | -0.6766715 |
| wind_direction | 1.0146704 |
| wind_speed | 1.7872331 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 29.691942 |
| air_temperature | 20.476488 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 12.0 |
| month | 10.0 |
| outdoor_humidity | 40.5 |
| outdoor_temperature | 6.629627 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 287.5 |
| wind_speed | 9.15 |
| train/ | |
| approx_kl | 0.011334056 |
| clip_fraction | 0.117 |
| clip_range | 0.2 |
| entropy_loss | -2.38 |
| explained_variance | 0.386 |
| learning_rate | 0.0003 |
| loss | 0.104 |
| n_updates | 820 |
| policy_gradient_loss | -0.0147 |
| std | 0.795 |
| value_loss | 0.536 |
-------------------------------------------------
-------------------------------------------------******************************************-------------------| 80%
| action_network/ | |
| Cooling_Setpoint_RL | -0.19081333 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.981005 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.8578556 |
| air_humidity | -0.82957083 |
| air_temperature | 0.41557646 |
| clg_setpoint | -1.0900276 |
| co2_emission | 0.0 |
| day_of_month | 0.38123453 |
| diffuse_solar_radiation | -0.75220716 |
| direct_solar_radiation | -0.61872476 |
| hour | -1.3722587 |
| htg_setpoint | 1.2583001 |
| month | 1.0885055 |
| outdoor_humidity | 1.3217561 |
| outdoor_temperature | -0.7701593 |
| people_occupant | -0.6892688 |
| total_electricity_HVAC | 2.876327 |
| wind_direction | -1.7296556 |
| wind_speed | -2.0450199 |
| observation/ | |
| HVAC_electricity_demand_rate | 15193.846 |
| air_humidity | 26.16583 |
| air_temperature | 23.249924 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 5.2855654 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 14455630.0 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
-------------------------------------------------
--------------------------------------------------*****************************************-------------------| 80%
| action_network/ | |
| Cooling_Setpoint_RL | -0.110203624 |
| Heating_Setpoint_RL | 0.7829113 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.253063 |
| Heating_Setpoint_RL | 22.028877 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.45637146 |
| air_humidity | 0.7759872 |
| air_temperature | -0.1275305 |
| clg_setpoint | 0.7617324 |
| co2_emission | 0.0 |
| day_of_month | 0.4949438 |
| diffuse_solar_radiation | -0.75217474 |
| direct_solar_radiation | -0.6188246 |
| hour | -1.2277573 |
| htg_setpoint | 1.0270545 |
| month | 1.0877988 |
| outdoor_humidity | 1.5145388 |
| outdoor_temperature | -0.081668176 |
| people_occupant | -0.68896663 |
| total_electricity_HVAC | -0.4636625 |
| wind_direction | -1.7297547 |
| wind_speed | -2.0447109 |
| observation/ | |
| HVAC_electricity_demand_rate | 1008.43335 |
| air_humidity | 47.27525 |
| air_temperature | 22.53643 |
| clg_setpoint | 28.14428 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 22.27689 |
| month | 10.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 12.027025 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 939701.75 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
--------------------------------------------------
------------------------------------------------*******************************************-------------------| 80%
| action_network/ | |
| Cooling_Setpoint_RL | 0.4140671 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.022476 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.6538975 |
| air_humidity | 0.49527025 |
| air_temperature | 0.41562882 |
| clg_setpoint | -0.8490517 |
| co2_emission | 0.0 |
| day_of_month | 0.6086202 |
| diffuse_solar_radiation | -0.7521479 |
| direct_solar_radiation | -0.6188892 |
| hour | -1.0832669 |
| htg_setpoint | 1.2578831 |
| month | 1.0870936 |
| outdoor_humidity | 1.2610112 |
| outdoor_temperature | -0.1549783 |
| people_occupant | -0.6886648 |
| total_electricity_HVAC | 0.5852538 |
| wind_direction | -1.7290862 |
| wind_speed | -2.043082 |
| observation/ | |
| HVAC_electricity_demand_rate | 5758.8804 |
| air_humidity | 43.58858 |
| air_temperature | 23.249945 |
| clg_setpoint | 23.886827 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 94.75 |
| outdoor_temperature | 11.311075 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 5182992.5 |
| wind_direction | 0.0 |
| wind_speed | 0.0 |
------------------------------------------------
--------------------------------------------------*****************************************-------------------| 80%
| action_network/ | |
| Cooling_Setpoint_RL | -0.42721558 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.183147 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.5951883 |
| air_humidity | 1.2491643 |
| air_temperature | 0.415632 |
| clg_setpoint | 0.6016067 |
| co2_emission | 0.0 |
| day_of_month | 0.722247 |
| diffuse_solar_radiation | -0.7521139 |
| direct_solar_radiation | -0.61897886 |
| hour | -0.9387849 |
| htg_setpoint | 1.2575463 |
| month | 1.0863897 |
| outdoor_humidity | 1.5137559 |
| outdoor_temperature | 0.0151830865 |
| people_occupant | -0.68876827 |
| total_electricity_HVAC | 0.5293626 |
| wind_direction | 1.3249102 |
| wind_speed | -1.7701613 |
| observation/ | |
| HVAC_electricity_demand_rate | 5507.268 |
| air_humidity | 53.508316 |
| air_temperature | 23.250063 |
| clg_setpoint | 27.71981 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 12.977808 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4956541.5 |
| wind_direction | 320.0 |
| wind_speed | 0.65 |
--------------------------------------------------
--------------------------------------------------******************************************------------------| 81%
| action_network/ | |
| Cooling_Setpoint_RL | -0.42945307 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.175596 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6721102 |
| air_humidity | 0.6884404 |
| air_temperature | -0.32850638 |
| clg_setpoint | -1.0895333 |
| co2_emission | 0.0 |
| day_of_month | 0.8358036 |
| diffuse_solar_radiation | -0.75209904 |
| direct_solar_radiation | -0.6189689 |
| hour | -0.7943094 |
| htg_setpoint | -0.2401266 |
| month | 1.085687 |
| outdoor_humidity | 0.8141287 |
| outdoor_temperature | -0.056214053 |
| people_occupant | -0.6888716 |
| total_electricity_HVAC | -0.67694485 |
| wind_direction | -1.1076671 |
| wind_speed | -0.848572 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 46.14898 |
| air_temperature | 22.273489 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 16.948734 |
| month | 10.0 |
| outdoor_humidity | 85.5 |
| outdoor_temperature | 12.281671 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 65.0 |
| wind_speed | 2.85 |
--------------------------------------------------
-------------------------------------------------*******************************************------------------| 81%
| action_network/ | |
| Cooling_Setpoint_RL | -0.7064016 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.240894 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.098980434 |
| air_humidity | 1.9468296 |
| air_temperature | 0.4150836 |
| clg_setpoint | 0.6436754 |
| co2_emission | 0.0 |
| day_of_month | 0.9492657 |
| diffuse_solar_radiation | -0.05288689 |
| direct_solar_radiation | 0.64179146 |
| hour | -0.64983857 |
| htg_setpoint | 1.2561249 |
| month | 1.0849859 |
| outdoor_humidity | 1.5125084 |
| outdoor_temperature | 0.4552402 |
| people_occupant | -0.68897486 |
| total_electricity_HVAC | 0.081197426 |
| wind_direction | 0.1566092 |
| wind_speed | -0.69179356 |
| observation/ | |
| HVAC_electricity_demand_rate | 3384.39 |
| air_humidity | 62.735332 |
| air_temperature | 23.249704 |
| clg_setpoint | 27.829077 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 69.5 |
| direct_solar_radiation | 315.75 |
| hour | 7.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 17.28525 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3143617.2 |
| wind_direction | 197.5 |
| wind_speed | 3.225 |
-------------------------------------------------
-------------------------------------------------*******************************************------------------| 81%
| action_network/ | |
| Cooling_Setpoint_RL | -0.9891478 |
| Heating_Setpoint_RL | -0.2531774 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.286627 |
| Heating_Setpoint_RL | 16.200878 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.54489666 |
| air_humidity | 2.1052692 |
| air_temperature | 1.1409408 |
| clg_setpoint | 0.6784517 |
| co2_emission | 0.0 |
| day_of_month | 1.0626055 |
| diffuse_solar_radiation | 0.2943134 |
| direct_solar_radiation | 1.5348485 |
| hour | -0.505371 |
| htg_setpoint | 0.07976483 |
| month | 1.084286 |
| outdoor_humidity | 1.0294602 |
| outdoor_temperature | 0.74720734 |
| people_occupant | 1.6944594 |
| total_electricity_HVAC | -0.56345624 |
| wind_direction | 0.18053597 |
| wind_speed | -0.11661369 |
| observation/ | |
| HVAC_electricity_demand_rate | 632.2143 |
| air_humidity | 64.8549 |
| air_temperature | 24.202164 |
| clg_setpoint | 27.920742 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 104.0 |
| direct_solar_radiation | 539.5 |
| hour | 8.0 |
| htg_setpoint | 18.299585 |
| month | 10.0 |
| outdoor_humidity | 90.0 |
| outdoor_temperature | 20.143 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 538271.2 |
| wind_direction | 200.0 |
| wind_speed | 4.6 |
-------------------------------------------------
-------------------------------------------------*******************************************------------------| 81%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.8353277 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.926282 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6725057 |
| air_humidity | -1.2148445 |
| air_temperature | -0.54156417 |
| clg_setpoint | 0.70330995 |
| co2_emission | 0.0 |
| day_of_month | 1.1757916 |
| diffuse_solar_radiation | 0.89567965 |
| direct_solar_radiation | 1.5528519 |
| hour | -0.3609053 |
| htg_setpoint | -1.4167396 |
| month | 1.0835875 |
| outdoor_humidity | -1.801844 |
| outdoor_temperature | 0.13831404 |
| people_occupant | -0.6891809 |
| total_electricity_HVAC | -0.67732155 |
| wind_direction | 0.65748 |
| wind_speed | 2.5379 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 21.124168 |
| air_temperature | 21.99503 |
| clg_setpoint | 27.98623 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 163.75 |
| direct_solar_radiation | 544.0 |
| hour | 9.0 |
| htg_setpoint | 12.0 |
| month | 10.0 |
| outdoor_humidity | 31.25 |
| outdoor_temperature | 14.192576 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 250.0 |
| wind_speed | 10.95 |
-------------------------------------------------
-------------------------------------------------********************************************-----------------| 82%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6723291 |
| air_humidity | -1.3607987 |
| air_temperature | -1.145135 |
| clg_setpoint | 0.7946703 |
| co2_emission | 0.0 |
| day_of_month | 1.2887888 |
| diffuse_solar_radiation | 0.55375624 |
| direct_solar_radiation | 2.351801 |
| hour | -0.21644069 |
| htg_setpoint | 0.14322197 |
| month | 1.0828904 |
| outdoor_humidity | -0.95751035 |
| outdoor_temperature | -0.37931657 |
| people_occupant | -0.68888 |
| total_electricity_HVAC | -0.6771372 |
| wind_direction | 1.0151229 |
| wind_speed | 1.3856956 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 19.184639 |
| air_temperature | 21.20304 |
| clg_setpoint | 28.228962 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 129.75 |
| direct_solar_radiation | 744.25 |
| hour | 10.0 |
| htg_setpoint | 18.566004 |
| month | 10.0 |
| outdoor_humidity | 48.75 |
| outdoor_temperature | 9.130681 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 287.5 |
| wind_speed | 8.2 |
-------------------------------------------------
-------------------------------------------------********************************************-----------------| 82%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.58601385 |
| air_humidity | -1.1877986 |
| air_temperature | 0.41506156 |
| clg_setpoint | -1.0895092 |
| co2_emission | 0.0 |
| day_of_month | 1.401559 |
| diffuse_solar_radiation | 1.4068874 |
| direct_solar_radiation | 1.3338151 |
| hour | -0.07197653 |
| htg_setpoint | 0.039704103 |
| month | 1.0821946 |
| outdoor_humidity | -1.6314998 |
| outdoor_temperature | -0.41425353 |
| people_occupant | 1.218475 |
| total_electricity_HVAC | -0.5949993 |
| wind_direction | 1.5390804 |
| wind_speed | 1.0195079 |
| observation/ | |
| HVAC_electricity_demand_rate | 455.34912 |
| air_humidity | 21.451084 |
| air_temperature | 23.248938 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 214.5 |
| direct_solar_radiation | 489.25 |
| hour | 11.0 |
| htg_setpoint | 18.129272 |
| month | 10.0 |
| outdoor_humidity | 34.75 |
| outdoor_temperature | 8.78727 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 409663.94 |
| wind_direction | 342.5 |
| wind_speed | 7.325 |
-------------------------------------------------
--------------------------------------------------*******************************************-----------------| 82%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5510169 |
| air_humidity | -0.8413552 |
| air_temperature | 0.41550192 |
| clg_setpoint | -1.0891392 |
| co2_emission | 0.0 |
| day_of_month | 1.5140601 |
| diffuse_solar_radiation | 1.1982363 |
| direct_solar_radiation | 1.5072995 |
| hour | 0.07248754 |
| htg_setpoint | 1.2561063 |
| month | 1.0815002 |
| outdoor_humidity | -1.112832 |
| outdoor_temperature | -0.08988801 |
| people_occupant | 0.2646925 |
| total_electricity_HVAC | -0.5616575 |
| wind_direction | 0.37002316 |
| wind_speed | -0.003412937 |
| observation/ | |
| HVAC_electricity_demand_rate | 604.6399 |
| air_humidity | 26.00656 |
| air_temperature | 23.249441 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 193.75 |
| direct_solar_radiation | 532.75 |
| hour | 12.0 |
| htg_setpoint | 23.25 |
| month | 10.0 |
| outdoor_humidity | 45.5 |
| outdoor_temperature | 11.953799 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 544112.7 |
| wind_direction | 220.0 |
| wind_speed | 4.875 |
--------------------------------------------------
-------------------------------------------------*********************************************----------------| 83%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.8137483 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 22.202335 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.30505797 |
| air_humidity | -0.46771052 |
| air_temperature | 0.415944 |
| clg_setpoint | -1.0887114 |
| co2_emission | 0.0 |
| day_of_month | 1.6262474 |
| diffuse_solar_radiation | 0.38052213 |
| direct_solar_radiation | 2.3741646 |
| hour | 0.21695155 |
| htg_setpoint | -1.4160506 |
| month | 1.080807 |
| outdoor_humidity | -1.136283 |
| outdoor_temperature | 0.2535132 |
| people_occupant | 1.2179897 |
| total_electricity_HVAC | -0.29960513 |
| wind_direction | 1.5622354 |
| wind_speed | -0.7548572 |
| observation/ | |
| HVAC_electricity_demand_rate | 1655.5347 |
| air_humidity | 30.9271 |
| air_temperature | 23.250013 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 112.5 |
| direct_solar_radiation | 750.0 |
| hour | 13.0 |
| htg_setpoint | 12.0 |
| month | 10.0 |
| outdoor_humidity | 45.0 |
| outdoor_temperature | 15.307719 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 1602842.8 |
| wind_direction | 345.0 |
| wind_speed | 3.075 |
-------------------------------------------------
-------------------------------------------------*********************************************----------------| 83%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.50712323 |
| air_humidity | 0.394656 |
| air_temperature | 0.4159333 |
| clg_setpoint | -1.0884501 |
| co2_emission | 0.0 |
| day_of_month | 1.7380728 |
| diffuse_solar_radiation | -0.07237353 |
| direct_solar_radiation | -0.61919945 |
| hour | 0.3614153 |
| htg_setpoint | 0.90446234 |
| month | 1.0801152 |
| outdoor_humidity | 0.27344745 |
| outdoor_temperature | 0.09550813 |
| people_occupant | 1.6944247 |
| total_electricity_HVAC | -0.51985174 |
| wind_direction | -0.10636823 |
| wind_speed | 0.22698918 |
| observation/ | |
| HVAC_electricity_demand_rate | 791.6982 |
| air_humidity | 42.283295 |
| air_temperature | 23.249954 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 67.5 |
| direct_solar_radiation | 0.0 |
| hour | 14.0 |
| htg_setpoint | 21.769836 |
| month | 10.0 |
| outdoor_humidity | 74.25 |
| outdoor_temperature | 13.762454 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 712528.4 |
| wind_direction | 170.0 |
| wind_speed | 5.425 |
-------------------------------------------------
-------------------------------------------------*********************************************----------------| 83%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.72650313 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.53842 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.3595183 |
| air_humidity | -0.6682945 |
| air_temperature | 0.41480932 |
| clg_setpoint | -1.0882387 |
| co2_emission | 0.0 |
| day_of_month | -1.6722977 |
| diffuse_solar_radiation | 0.13168098 |
| direct_solar_radiation | 0.82580304 |
| hour | 0.5058782 |
| htg_setpoint | -0.9686933 |
| month | 1.3752782 |
| outdoor_humidity | -1.472962 |
| outdoor_temperature | 0.20912255 |
| people_occupant | 1.6940917 |
| total_electricity_HVAC | -0.37936822 |
| wind_direction | 1.5855881 |
| wind_speed | 1.573422 |
| observation/ | |
| HVAC_electricity_demand_rate | 1422.2944 |
| air_humidity | 28.282297 |
| air_temperature | 23.248507 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 87.75 |
| direct_solar_radiation | 362.0 |
| hour | 15.0 |
| htg_setpoint | 13.884238 |
| month | 11.0 |
| outdoor_humidity | 38.0 |
| outdoor_temperature | 14.870281 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1280065.0 |
| wind_direction | 347.5 |
| wind_speed | 8.65 |
-------------------------------------------------
-------------------------------------------------*********************************************----------------| 83%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.5079985 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 14.7675085 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.67183536 |
| air_humidity | -1.2259972 |
| air_temperature | 0.30460808 |
| clg_setpoint | -0.89335227 |
| co2_emission | 0.0 |
| day_of_month | -1.5569866 |
| diffuse_solar_radiation | -0.43465307 |
| direct_solar_radiation | -0.41576812 |
| hour | 0.6503396 |
| htg_setpoint | -0.48675647 |
| month | 1.3741062 |
| outdoor_humidity | -1.701002 |
| outdoor_temperature | 0.09468325 |
| people_occupant | -0.68909377 |
| total_electricity_HVAC | -0.6766063 |
| wind_direction | 1.6320956 |
| wind_speed | 0.7586076 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 20.930128 |
| air_temperature | 23.103827 |
| clg_setpoint | 23.765066 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 31.5 |
| direct_solar_radiation | 51.0 |
| hour | 16.0 |
| htg_setpoint | 15.912233 |
| month | 11.0 |
| outdoor_humidity | 33.25 |
| outdoor_temperature | 13.7518835 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 352.5 |
| wind_speed | 6.7 |
-------------------------------------------------
-------------------------------------------------**********************************************---------------| 84%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.21266013 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 18.821213 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.67176485 |
| air_humidity | -0.5767927 |
| air_temperature | -0.08502937 |
| clg_setpoint | 1.4661283 |
| co2_emission | 0.0 |
| day_of_month | -1.4420085 |
| diffuse_solar_radiation | -0.7518748 |
| direct_solar_radiation | -0.6193818 |
| hour | 0.79479825 |
| htg_setpoint | 0.09064168 |
| month | 1.372937 |
| outdoor_humidity | -0.09878503 |
| outdoor_temperature | -0.1297536 |
| people_occupant | -0.68879414 |
| total_electricity_HVAC | -0.6765301 |
| wind_direction | 0.7026589 |
| wind_speed | -1.0687178 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 29.473848 |
| air_temperature | 22.592964 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 18.34298 |
| month | 11.0 |
| outdoor_humidity | 66.5 |
| outdoor_temperature | 11.56076 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 255.0 |
| wind_speed | 2.325 |
-------------------------------------------------
-------------------------------------------------**********************************************---------------| 84%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.65330386 |
| air_humidity | 0.06406341 |
| air_temperature | 0.4163673 |
| clg_setpoint | -1.087987 |
| co2_emission | 0.0 |
| day_of_month | -1.3273143 |
| diffuse_solar_radiation | -0.7518396 |
| direct_solar_radiation | -0.6193607 |
| hour | 0.9392529 |
| htg_setpoint | 0.97334665 |
| month | 1.3717707 |
| outdoor_humidity | -0.6408496 |
| outdoor_temperature | 0.30816174 |
| people_occupant | 0.50302476 |
| total_electricity_HVAC | -0.65895444 |
| wind_direction | 0.82141405 |
| wind_speed | 0.50877047 |
| observation/ | |
| HVAC_electricity_demand_rate | 166.02246 |
| air_humidity | 37.91555 |
| air_temperature | 23.249783 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 22.059628 |
| month | 11.0 |
| outdoor_humidity | 55.25 |
| outdoor_temperature | 15.8331175 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 149420.22 |
| wind_direction | 267.5 |
| wind_speed | 6.1 |
-------------------------------------------------
-------------------------------------------------**********************************************---------------| 84%
| action_network/ | |
| Cooling_Setpoint_RL | -0.19910824 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.95301 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6716712 |
| air_humidity | -0.48486906 |
| air_temperature | 0.31442901 |
| clg_setpoint | -1.0878857 |
| co2_emission | 0.0 |
| day_of_month | -1.2128584 |
| diffuse_solar_radiation | -0.7517683 |
| direct_solar_radiation | -0.6192604 |
| hour | 1.0837018 |
| htg_setpoint | -1.4159343 |
| month | 1.3706075 |
| outdoor_humidity | -0.4478409 |
| outdoor_temperature | -0.5424355 |
| people_occupant | -0.45062083 |
| total_electricity_HVAC | -0.6764196 |
| wind_direction | 1.249159 |
| wind_speed | 1.8855236 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 30.684439 |
| air_temperature | 23.11619 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 12.0 |
| month | 11.0 |
| outdoor_humidity | 59.25 |
| outdoor_temperature | 7.535505 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 312.5 |
| wind_speed | 9.4 |
-------------------------------------------------
--------------------------------------------------*********************************************---------------| 84%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.7896435 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.183255 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.67162144 |
| air_humidity | -0.22645833 |
| air_temperature | 0.1379463 |
| clg_setpoint | -0.60572714 |
| co2_emission | 0.0 |
| day_of_month | -1.0986001 |
| diffuse_solar_radiation | -0.7516951 |
| direct_solar_radiation | -0.61932284 |
| hour | 1.2281432 |
| htg_setpoint | -0.7941554 |
| month | 1.3694472 |
| outdoor_humidity | -0.025935896 |
| outdoor_temperature | -0.35026097 |
| people_occupant | -0.45074287 |
| total_electricity_HVAC | -0.6763582 |
| wind_direction | 1.581454 |
| wind_speed | -0.79740775 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 34.08354 |
| air_temperature | 22.884964 |
| clg_setpoint | 24.523428 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 14.617565 |
| month | 11.0 |
| outdoor_humidity | 68.0 |
| outdoor_temperature | 9.40782 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 347.5 |
| wind_speed | 2.975 |
--------------------------------------------------
--------------------------------------------------**********************************************--------------| 85%
| action_network/ | |
| Cooling_Setpoint_RL | -0.4611941 |
| Heating_Setpoint_RL | -0.053575516 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.06847 |
| Heating_Setpoint_RL | 17.323639 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6715435 |
| air_humidity | 0.18428627 |
| air_temperature | -0.7320721 |
| clg_setpoint | -1.0873642 |
| co2_emission | 0.0 |
| day_of_month | -0.9845025 |
| diffuse_solar_radiation | -0.7516546 |
| direct_solar_radiation | -0.61929315 |
| hour | 1.3725747 |
| htg_setpoint | -1.3529187 |
| month | 1.36829 |
| outdoor_humidity | 0.4802352 |
| outdoor_temperature | -0.4489435 |
| people_occupant | -0.68920386 |
| total_electricity_HVAC | -0.6762708 |
| wind_direction | 1.675376 |
| wind_speed | -0.5363709 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 39.48849 |
| air_temperature | 21.74581 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 12.265041 |
| month | 11.0 |
| outdoor_humidity | 78.5 |
| outdoor_temperature | 8.444398 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 357.5 |
| wind_speed | 3.6 |
| train/ | |
| approx_kl | 0.010830531 |
| clip_fraction | 0.109 |
| clip_range | 0.2 |
| entropy_loss | -2.36 |
| explained_variance | 0.535 |
| learning_rate | 0.0003 |
| loss | 0.0973 |
| n_updates | 830 |
| policy_gradient_loss | -0.0145 |
| std | 0.786 |
| value_loss | 0.363 |
--------------------------------------------------
-------------------------------------------------***********************************************--------------| 85%
| action_network/ | |
| Cooling_Setpoint_RL | 0.44383296 |
| Heating_Setpoint_RL | 0.9245174 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.122936 |
| Heating_Setpoint_RL | 22.825409 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.45616534 |
| air_humidity | 1.0133743 |
| air_temperature | -0.9880948 |
| clg_setpoint | -0.3193486 |
| co2_emission | 0.0 |
| day_of_month | -0.8705326 |
| diffuse_solar_radiation | -0.7516049 |
| direct_solar_radiation | -0.61930454 |
| hour | 1.516994 |
| htg_setpoint | 0.6725023 |
| month | 1.3671355 |
| outdoor_humidity | 1.2030214 |
| outdoor_temperature | -0.18716504 |
| people_occupant | -0.68930596 |
| total_electricity_HVAC | -0.23431693 |
| wind_direction | -0.4428502 |
| wind_speed | -1.2251532 |
| observation/ | |
| HVAC_electricity_demand_rate | 1007.10266 |
| air_humidity | 50.398563 |
| air_temperature | 21.410748 |
| clg_setpoint | 25.278435 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 20.792877 |
| month | 11.0 |
| outdoor_humidity | 93.5 |
| outdoor_temperature | 10.994803 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1863966.2 |
| wind_direction | 135.0 |
| wind_speed | 1.95 |
-------------------------------------------------
-------------------------------------------------***********************************************--------------| 85%
| action_network/ | |
| Cooling_Setpoint_RL | -0.30213356 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.605299 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.573639 |
| air_humidity | 0.7590846 |
| air_temperature | 0.3181127 |
| clg_setpoint | 1.3604345 |
| co2_emission | 0.0 |
| day_of_month | -0.7566615 |
| diffuse_solar_radiation | -0.75156057 |
| direct_solar_radiation | -0.6191146 |
| hour | 1.6613982 |
| htg_setpoint | 1.255685 |
| month | 1.3659841 |
| outdoor_humidity | 1.515739 |
| outdoor_temperature | -0.10540494 |
| people_occupant | -0.6890073 |
| total_electricity_HVAC | 1.8126067 |
| wind_direction | -0.5136774 |
| wind_speed | 1.5215372 |
| observation/ | |
| HVAC_electricity_demand_rate | 9677.837 |
| air_humidity | 47.0552 |
| air_temperature | 23.120644 |
| clg_setpoint | 29.716795 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 11.791199 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 10133802.0 |
| wind_direction | 127.5 |
| wind_speed | 8.525 |
-------------------------------------------------
-------------------------------------------------************************************************-------------| 86%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6716272 |
| air_humidity | 0.65831006 |
| air_temperature | -1.2081913 |
| clg_setpoint | 1.3167689 |
| co2_emission | 0.0 |
| day_of_month | -0.52931803 |
| diffuse_solar_radiation | -0.7515014 |
| direct_solar_radiation | -0.618954 |
| hour | -1.6613053 |
| htg_setpoint | -0.09057919 |
| month | 1.3648355 |
| outdoor_humidity | 0.9245781 |
| outdoor_temperature | -0.19011602 |
| people_occupant | -0.68870896 |
| total_electricity_HVAC | -0.67635286 |
| wind_direction | 1.2229939 |
| wind_speed | 1.0716189 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 45.735165 |
| air_temperature | 21.123363 |
| clg_setpoint | 29.603155 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 17.58337 |
| month | 11.0 |
| outdoor_humidity | 87.75 |
| outdoor_temperature | 10.966309 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 310.0 |
| wind_speed | 7.45 |
-------------------------------------------------
-------------------------------------------------************************************************-------------| 86%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.92453504 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 22.82551 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.671583 |
| air_humidity | 0.6221139 |
| air_temperature | -1.2091461 |
| clg_setpoint | 0.82956976 |
| co2_emission | 0.0 |
| day_of_month | -0.41555217 |
| diffuse_solar_radiation | -0.7514559 |
| direct_solar_radiation | -0.61884224 |
| hour | -1.5167748 |
| htg_setpoint | 0.5384939 |
| month | 1.3636898 |
| outdoor_humidity | 0.44208673 |
| outdoor_temperature | -0.40852374 |
| people_occupant | -0.6888112 |
| total_electricity_HVAC | -0.676298 |
| wind_direction | 1.6261498 |
| wind_speed | 1.1329619 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 45.26358 |
| air_temperature | 21.122356 |
| clg_setpoint | 28.315586 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 20.232666 |
| month | 11.0 |
| outdoor_humidity | 77.75 |
| outdoor_temperature | 8.839472 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 352.5 |
| wind_speed | 7.6 |
-------------------------------------------------
-------------------------------------------------************************************************-------------| 86%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.67158794 |
| air_humidity | 0.12627703 |
| air_temperature | -0.5394598 |
| clg_setpoint | 0.03852252 |
| co2_emission | 0.0 |
| day_of_month | -0.30181715 |
| diffuse_solar_radiation | -0.75140333 |
| direct_solar_radiation | -0.61862457 |
| hour | -1.3722607 |
| htg_setpoint | 0.45094663 |
| month | 1.362547 |
| outdoor_humidity | 0.9000976 |
| outdoor_temperature | -0.7217812 |
| people_occupant | -0.6889133 |
| total_electricity_HVAC | -0.6762939 |
| wind_direction | 1.553978 |
| wind_speed | -0.7976826 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 38.742134 |
| air_temperature | 21.998663 |
| clg_setpoint | 26.224918 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 19.86481 |
| month | 11.0 |
| outdoor_humidity | 87.25 |
| outdoor_temperature | 5.7877665 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 345.0 |
| wind_speed | 2.975 |
-------------------------------------------------
-------------------------------------------------*************************************************------------| 87%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.93130916 |
| air_humidity | 0.6091627 |
| air_temperature | 0.41725206 |
| clg_setpoint | 0.12796535 |
| co2_emission | 0.0 |
| day_of_month | -0.1881004 |
| diffuse_solar_radiation | -0.75129217 |
| direct_solar_radiation | -0.6183865 |
| hour | -1.2277598 |
| htg_setpoint | 1.254693 |
| month | 1.361407 |
| outdoor_humidity | 1.2251667 |
| outdoor_temperature | -0.13731095 |
| people_occupant | -0.68901527 |
| total_electricity_HVAC | 1.1577055 |
| wind_direction | -0.18096027 |
| wind_speed | -1.2982733 |
| observation/ | |
| HVAC_electricity_demand_rate | 6933.208 |
| air_humidity | 45.092445 |
| air_temperature | 23.249996 |
| clg_setpoint | 26.460608 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 94.0 |
| outdoor_temperature | 11.475453 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 7487879.0 |
| wind_direction | 162.5 |
| wind_speed | 1.775 |
-------------------------------------------------
--------------------------------------------------************************************************------------| 87%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.389742 |
| air_humidity | -0.030791495 |
| air_temperature | 0.41684923 |
| clg_setpoint | -0.38129392 |
| co2_emission | 0.0 |
| day_of_month | -0.07439314 |
| diffuse_solar_radiation | -0.7511939 |
| direct_solar_radiation | -0.6181498 |
| hour | -1.0832697 |
| htg_setpoint | 1.2542262 |
| month | 1.3602699 |
| outdoor_humidity | -0.13765141 |
| outdoor_temperature | -1.0493666 |
| people_occupant | -0.68911713 |
| total_electricity_HVAC | 2.6481123 |
| wind_direction | 0.9838726 |
| wind_speed | 0.49682122 |
| observation/ | |
| HVAC_electricity_demand_rate | 13162.868 |
| air_humidity | 36.685883 |
| air_temperature | 23.249361 |
| clg_setpoint | 25.114529 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 65.75 |
| outdoor_temperature | 2.5972497 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 13509685.0 |
| wind_direction | 285.0 |
| wind_speed | 6.075 |
--------------------------------------------------
-------------------------------------------------*************************************************------------| 87%
| action_network/ | |
| Cooling_Setpoint_RL | -0.562036 |
| Heating_Setpoint_RL | 0.35654026 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.728128 |
| Heating_Setpoint_RL | 19.630539 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.8653921 |
| air_humidity | -0.60657173 |
| air_temperature | 0.41746548 |
| clg_setpoint | -0.25912946 |
| co2_emission | 0.0 |
| day_of_month | 0.039309703 |
| diffuse_solar_radiation | -0.75113183 |
| direct_solar_radiation | -0.6180426 |
| hour | -0.93878806 |
| htg_setpoint | 1.2542173 |
| month | 1.3591357 |
| outdoor_humidity | 0.24828623 |
| outdoor_temperature | -0.6300767 |
| people_occupant | -0.68921894 |
| total_electricity_HVAC | 2.068073 |
| wind_direction | 0.8169682 |
| wind_speed | 0.18321547 |
| observation/ | |
| HVAC_electricity_demand_rate | 10924.122 |
| air_humidity | 29.116331 |
| air_temperature | 23.250013 |
| clg_setpoint | 25.436718 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 73.75 |
| outdoor_temperature | 6.675191 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 11167310.0 |
| wind_direction | 267.5 |
| wind_speed | 5.325 |
-------------------------------------------------
-------------------------------------------------*************************************************------------| 87%
| action_network/ | |
| Cooling_Setpoint_RL | -0.6922997 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.288488 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6715038 |
| air_humidity | -0.39370164 |
| air_temperature | -0.39892685 |
| clg_setpoint | -1.0867491 |
| co2_emission | 0.0 |
| day_of_month | 0.15300946 |
| diffuse_solar_radiation | -0.75107443 |
| direct_solar_radiation | -0.6179557 |
| hour | -0.7943127 |
| htg_setpoint | 0.050537303 |
| month | 1.3580043 |
| outdoor_humidity | 1.2250236 |
| outdoor_temperature | -0.5248326 |
| people_occupant | -0.6889215 |
| total_electricity_HVAC | -0.6761686 |
| wind_direction | 0.55527323 |
| wind_speed | 0.1307208 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 31.910513 |
| air_temperature | 22.182318 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 18.182718 |
| month | 11.0 |
| outdoor_humidity | 94.0 |
| outdoor_temperature | 7.697811 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 240.0 |
| wind_speed | 5.2 |
-------------------------------------------------
-------------------------------------------------**************************************************-----------| 88%
| action_network/ | |
| Cooling_Setpoint_RL | 0.6140677 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.69748 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4867146 |
| air_humidity | -0.9137353 |
| air_temperature | -1.0791941 |
| clg_setpoint | -0.3163328 |
| co2_emission | 0.0 |
| day_of_month | 0.26670375 |
| diffuse_solar_radiation | -0.29703262 |
| direct_solar_radiation | -0.5459274 |
| hour | -0.649842 |
| htg_setpoint | -0.10955276 |
| month | 1.3568758 |
| outdoor_humidity | 0.7549048 |
| outdoor_temperature | -1.0593494 |
| people_occupant | -0.6886245 |
| total_electricity_HVAC | -0.5004492 |
| wind_direction | 0.7925539 |
| wind_speed | 0.39102125 |
| observation/ | |
| HVAC_electricity_demand_rate | 876.3644 |
| air_humidity | 25.074144 |
| air_temperature | 21.292501 |
| clg_setpoint | 25.286652 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 45.0 |
| direct_solar_radiation | 18.0 |
| hour | 7.0 |
| htg_setpoint | 17.50853 |
| month | 11.0 |
| outdoor_humidity | 84.25 |
| outdoor_temperature | 2.4968383 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 788351.5 |
| wind_direction | 265.0 |
| wind_speed | 5.825 |
-------------------------------------------------
--------------------------------------------------*************************************************-----------| 88%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.7237917 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 21.696327 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5057574 |
| air_humidity | -0.55356497 |
| air_temperature | -0.48662177 |
| clg_setpoint | -1.0867643 |
| co2_emission | 0.0 |
| day_of_month | 0.38038653 |
| diffuse_solar_radiation | 0.16727419 |
| direct_solar_radiation | 0.0001546925 |
| hour | -0.50537443 |
| htg_setpoint | -1.4179338 |
| month | 1.35575 |
| outdoor_humidity | -0.17372236 |
| outdoor_temperature | -1.0014014 |
| people_occupant | 1.6952448 |
| total_electricity_HVAC | -0.51475 |
| wind_direction | 0.8872867 |
| wind_speed | 0.12993373 |
| observation/ | |
| HVAC_electricity_demand_rate | 794.75757 |
| air_humidity | 29.803156 |
| air_temperature | 22.067068 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 91.0 |
| direct_solar_radiation | 154.5 |
| hour | 8.0 |
| htg_setpoint | 12.0 |
| month | 11.0 |
| outdoor_humidity | 65.0 |
| outdoor_temperature | 3.0569446 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 730298.6 |
| wind_direction | 275.0 |
| wind_speed | 5.2 |
--------------------------------------------------
-------------------------------------------------**************************************************-----------| 88%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.31650472 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.844661 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.578661 |
| air_humidity | -0.34920722 |
| air_temperature | 0.41805646 |
| clg_setpoint | -1.0863279 |
| co2_emission | 0.0 |
| day_of_month | 0.49404797 |
| diffuse_solar_radiation | 0.21534298 |
| direct_solar_radiation | 1.8707477 |
| hour | -0.3609088 |
| htg_setpoint | -1.4179498 |
| month | 1.354627 |
| outdoor_humidity | 0.09165801 |
| outdoor_temperature | -1.0698451 |
| people_occupant | 1.6949145 |
| total_electricity_HVAC | -0.5932546 |
| wind_direction | 0.50637406 |
| wind_speed | -0.52755404 |
| observation/ | |
| HVAC_electricity_demand_rate | 483.0679 |
| air_humidity | 32.48547 |
| air_temperature | 23.249338 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 95.75 |
| direct_solar_radiation | 622.0 |
| hour | 9.0 |
| htg_setpoint | 12.0 |
| month | 11.0 |
| outdoor_humidity | 70.5 |
| outdoor_temperature | 2.3847136 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 412791.44 |
| wind_direction | 235.0 |
| wind_speed | 3.625 |
-------------------------------------------------
-------------------------------------------------***************************************************----------| 89%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.14455235 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.811893 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.46591762 |
| air_humidity | -0.39703682 |
| air_temperature | 0.41804525 |
| clg_setpoint | -1.0861226 |
| co2_emission | 0.0 |
| day_of_month | 0.60767466 |
| diffuse_solar_radiation | 0.86902136 |
| direct_solar_radiation | 1.3946779 |
| hour | -0.21644424 |
| htg_setpoint | 0.21916862 |
| month | 1.3535068 |
| outdoor_humidity | 0.18803114 |
| outdoor_temperature | -1.2966338 |
| people_occupant | 1.6945845 |
| total_electricity_HVAC | -0.48355782 |
| wind_direction | 0.8629451 |
| wind_speed | 0.80858624 |
| observation/ | |
| HVAC_electricity_demand_rate | 965.0878 |
| air_humidity | 31.857018 |
| air_temperature | 23.249126 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 160.5 |
| direct_solar_radiation | 503.0 |
| hour | 10.0 |
| htg_setpoint | 18.892042 |
| month | 11.0 |
| outdoor_humidity | 72.5 |
| outdoor_temperature | 0.17268372 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 856392.5 |
| wind_direction | 272.5 |
| wind_speed | 6.825 |
-------------------------------------------------
-------------------------------------------------***************************************************----------| 89%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.4856464 |
| air_humidity | -0.59972745 |
| air_temperature | 0.41839188 |
| clg_setpoint | -1.085955 |
| co2_emission | 0.0 |
| day_of_month | 0.7212494 |
| diffuse_solar_radiation | 1.3562498 |
| direct_solar_radiation | 0.77061564 |
| hour | -0.0719801 |
| htg_setpoint | 0.035658814 |
| month | 1.3523893 |
| outdoor_humidity | -0.85015416 |
| outdoor_temperature | -1.1598212 |
| people_occupant | 1.217582 |
| total_electricity_HVAC | -0.50037843 |
| wind_direction | 1.0528039 |
| wind_speed | 2.0391133 |
| observation/ | |
| HVAC_electricity_demand_rate | 880.8594 |
| air_humidity | 29.193748 |
| air_temperature | 23.24927 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 208.75 |
| direct_solar_radiation | 347.0 |
| hour | 11.0 |
| htg_setpoint | 18.11885 |
| month | 11.0 |
| outdoor_humidity | 51.0 |
| outdoor_temperature | 1.4935892 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 788449.25 |
| wind_direction | 292.5 |
| wind_speed | 9.775 |
-------------------------------------------------
---------------------------------------------------*************************************************----------| 89%
| action_network/ | |
| Cooling_Setpoint_RL | 0.17755564 |
| Heating_Setpoint_RL | -0.95648426 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.22425 |
| Heating_Setpoint_RL | 12.244776 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.60611665 |
| air_humidity | -1.0903442 |
| air_temperature | -1.570572 |
| clg_setpoint | -0.83182055 |
| co2_emission | 0.0 |
| day_of_month | 0.8347514 |
| diffuse_solar_radiation | 0.43284026 |
| direct_solar_radiation | 2.2174108 |
| hour | 0.07248396 |
| htg_setpoint | -1.3859719 |
| month | 1.3512747 |
| outdoor_humidity | -1.0429877 |
| outdoor_temperature | -1.0360703 |
| people_occupant | -0.6891326 |
| total_electricity_HVAC | -0.62036335 |
| wind_direction | 1.2900956 |
| wind_speed | -0.0075097415 |
| observation/ | |
| HVAC_electricity_demand_rate | 365.54572 |
| air_humidity | 22.748343 |
| air_temperature | 20.64904 |
| clg_setpoint | 23.921326 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 117.25 |
| direct_solar_radiation | 708.5 |
| hour | 12.0 |
| htg_setpoint | 12.133296 |
| month | 11.0 |
| outdoor_humidity | 47.0 |
| outdoor_temperature | 2.687391 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 302957.22 |
| wind_direction | 317.5 |
| wind_speed | 4.875 |
---------------------------------------------------
-------------------------------------------------***************************************************----------| 89%
| action_network/ | |
| Cooling_Setpoint_RL | -0.24408078 |
| Heating_Setpoint_RL | -0.13560247 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.801228 |
| Heating_Setpoint_RL | 16.862236 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.64593923 |
| air_humidity | -1.6610243 |
| air_temperature | -1.393571 |
| clg_setpoint | 0.09657922 |
| co2_emission | 0.0 |
| day_of_month | 0.9481565 |
| diffuse_solar_radiation | 1.013589 |
| direct_solar_radiation | 0.67275816 |
| hour | 0.21694796 |
| htg_setpoint | -1.4175342 |
| month | 1.3501629 |
| outdoor_humidity | -1.0908288 |
| outdoor_temperature | -1.012206 |
| people_occupant | -0.68883646 |
| total_electricity_HVAC | -0.65131044 |
| wind_direction | 0.9802108 |
| wind_speed | 0.23254913 |
| observation/ | |
| HVAC_electricity_demand_rate | 195.04791 |
| air_humidity | 15.239535 |
| air_temperature | 20.878357 |
| clg_setpoint | 26.374157 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 174.75 |
| direct_solar_radiation | 322.5 |
| hour | 13.0 |
| htg_setpoint | 12.0 |
| month | 11.0 |
| outdoor_humidity | 46.0 |
| outdoor_temperature | 2.907871 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 177632.17 |
| wind_direction | 285.0 |
| wind_speed | 5.45 |
-------------------------------------------------
--------------------------------------------------***************************************************---------| 90%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.03821972 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.410015 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.32559365 |
| air_humidity | -0.70902616 |
| air_temperature | 0.42021722 |
| clg_setpoint | -1.0855556 |
| co2_emission | 0.0 |
| day_of_month | 1.0614365 |
| diffuse_solar_radiation | 0.33222458 |
| direct_solar_radiation | -0.5527366 |
| hour | 0.3614117 |
| htg_setpoint | -0.037690986 |
| month | 1.3490536 |
| outdoor_humidity | 0.587578 |
| outdoor_temperature | -0.9464223 |
| people_occupant | 1.695208 |
| total_electricity_HVAC | -0.34698746 |
| wind_direction | -0.8746885 |
| wind_speed | -0.33038923 |
| observation/ | |
| HVAC_electricity_demand_rate | 1567.0636 |
| air_humidity | 27.722734 |
| air_temperature | 23.249634 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 107.25 |
| direct_solar_radiation | 16.25 |
| hour | 14.0 |
| htg_setpoint | 17.809 |
| month | 11.0 |
| outdoor_humidity | 80.75 |
| outdoor_temperature | 3.5384848 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 1410357.2 |
| wind_direction | 90.0 |
| wind_speed | 4.1 |
--------------------------------------------------
-------------------------------------------------****************************************************---------| 90%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5328663 |
| air_humidity | 1.574221 |
| air_temperature | 0.42015404 |
| clg_setpoint | -1.0854042 |
| co2_emission | 0.0 |
| day_of_month | 1.1745602 |
| diffuse_solar_radiation | -0.3819814 |
| direct_solar_radiation | -0.61754286 |
| hour | 0.50587463 |
| htg_setpoint | 1.2545676 |
| month | 1.3479472 |
| outdoor_humidity | 1.5163789 |
| outdoor_temperature | 0.033256866 |
| people_occupant | 1.6948787 |
| total_electricity_HVAC | -0.5442243 |
| wind_direction | -0.16059427 |
| wind_speed | -0.21595329 |
| observation/ | |
| HVAC_electricity_demand_rate | 679.39197 |
| air_humidity | 57.71234 |
| air_temperature | 23.249405 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 36.5 |
| direct_solar_radiation | 0.0 |
| hour | 15.0 |
| htg_setpoint | 23.25 |
| month | 11.0 |
| outdoor_humidity | 100.0 |
| outdoor_temperature | 13.073105 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 611452.75 |
| wind_direction | 165.0 |
| wind_speed | 4.375 |
-------------------------------------------------
-------------------------------------------------****************************************************---------| 90%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.45807964 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 20.201698 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.57773423 |
| air_humidity | -0.23139007 |
| air_temperature | 0.42019925 |
| clg_setpoint | -1.0850492 |
| co2_emission | 0.0 |
| day_of_month | 1.2874925 |
| diffuse_solar_radiation | -0.6192168 |
| direct_solar_radiation | -0.56935364 |
| hour | 0.650336 |
| htg_setpoint | 0.6854774 |
| month | 1.3468435 |
| outdoor_humidity | -0.12613752 |
| outdoor_temperature | -0.29086313 |
| people_occupant | 1.6945499 |
| total_electricity_HVAC | -0.586922 |
| wind_direction | 0.6476863 |
| wind_speed | 0.54539114 |
| observation/ | |
| HVAC_electricity_demand_rate | 487.34583 |
| air_humidity | 34.006237 |
| air_temperature | 23.249527 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 13.0 |
| direct_solar_radiation | 12.0 |
| hour | 16.0 |
| htg_setpoint | 20.855896 |
| month | 11.0 |
| outdoor_humidity | 66.0 |
| outdoor_temperature | 9.916582 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 438611.25 |
| wind_direction | 250.0 |
| wind_speed | 6.2 |
-------------------------------------------------
--------------------------------------------------***************************************************---------| 90%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.46151996 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 20.22105 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.592935 |
| air_humidity | -0.076355554 |
| air_temperature | 0.42022163 |
| clg_setpoint | -1.0847691 |
| co2_emission | 0.0 |
| day_of_month | 1.4001952 |
| diffuse_solar_radiation | -0.7503926 |
| direct_solar_radiation | -0.6171684 |
| hour | 0.79479474 |
| htg_setpoint | -0.5379865 |
| month | 1.3457425 |
| outdoor_humidity | -0.10202229 |
| outdoor_temperature | -0.22693332 |
| people_occupant | 1.6942217 |
| total_electricity_HVAC | -0.6013822 |
| wind_direction | 0.43328473 |
| wind_speed | -0.8523714 |
| observation/ | |
| HVAC_electricity_demand_rate | 422.12857 |
| air_humidity | 36.041492 |
| air_temperature | 23.249517 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 15.706373 |
| month | 11.0 |
| outdoor_humidity | 66.5 |
| outdoor_temperature | 10.537062 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 379915.72 |
| wind_direction | 227.5 |
| wind_speed | 2.85 |
--------------------------------------------------
-------------------------------------------------*****************************************************--------| 91%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.16969538 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.670464 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.67117095 |
| air_humidity | -0.4540539 |
| air_temperature | 0.42044207 |
| clg_setpoint | -1.084435 |
| co2_emission | 0.0 |
| day_of_month | 1.5126269 |
| diffuse_solar_radiation | -0.7502922 |
| direct_solar_radiation | -0.6171422 |
| hour | 0.9392495 |
| htg_setpoint | -1.4185139 |
| month | 1.3446442 |
| outdoor_humidity | 0.06711921 |
| outdoor_temperature | -0.7020941 |
| people_occupant | 0.5023046 |
| total_electricity_HVAC | -0.67582536 |
| wind_direction | -0.16178478 |
| wind_speed | -0.80030805 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 31.082119 |
| air_temperature | 23.249743 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 12.0 |
| month | 11.0 |
| outdoor_humidity | 70.0 |
| outdoor_temperature | 5.911971 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 165.0 |
| wind_speed | 2.975 |
| train/ | |
| approx_kl | 0.010043521 |
| clip_fraction | 0.107 |
| clip_range | 0.2 |
| entropy_loss | -2.33 |
| explained_variance | 0.802 |
| learning_rate | 0.0003 |
| loss | 0.078 |
| n_updates | 840 |
| policy_gradient_loss | -0.0127 |
| std | 0.773 |
| value_loss | 0.248 |
-------------------------------------------------
-------------------------------------------------*****************************************************--------| 91%
| action_network/ | |
| Cooling_Setpoint_RL | 0.49779207 |
| Heating_Setpoint_RL | -0.57784855 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.305048 |
| Heating_Setpoint_RL | 14.374601 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6711563 |
| air_humidity | -0.64161533 |
| air_temperature | -1.8457164 |
| clg_setpoint | 1.4703428 |
| co2_emission | 0.0 |
| day_of_month | 1.6247429 |
| diffuse_solar_radiation | -0.750188 |
| direct_solar_radiation | -0.6169929 |
| hour | 1.0836986 |
| htg_setpoint | -0.828856 |
| month | 1.3435485 |
| outdoor_humidity | -0.91151786 |
| outdoor_temperature | -0.7071054 |
| people_occupant | -0.689047 |
| total_electricity_HVAC | -0.6758067 |
| wind_direction | 1.2177603 |
| wind_speed | 1.4424667 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 28.619692 |
| air_temperature | 20.287647 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 30.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 14.482502 |
| month | 11.0 |
| outdoor_humidity | 49.75 |
| outdoor_temperature | 5.860359 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 310.0 |
| wind_speed | 8.35 |
-------------------------------------------------
-------------------------------------------------*****************************************************--------| 91%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.66285896 |
| air_humidity | -1.2373381 |
| air_temperature | -2.5695999 |
| clg_setpoint | 1.2729986 |
| co2_emission | 0.0 |
| day_of_month | -1.6719661 |
| diffuse_solar_radiation | -0.7500784 |
| direct_solar_radiation | -0.6169505 |
| hour | 1.2281404 |
| htg_setpoint | -0.7535832 |
| month | 1.6359633 |
| outdoor_humidity | -0.9957377 |
| outdoor_temperature | -1.1217334 |
| people_occupant | -0.6887521 |
| total_electricity_HVAC | -0.6670853 |
| wind_direction | 1.1930355 |
| wind_speed | 3.0941327 |
| observation/ | |
| HVAC_electricity_demand_rate | 121.99554 |
| air_humidity | 20.795532 |
| air_temperature | 19.338264 |
| clg_setpoint | 29.480663 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 14.798431 |
| month | 12.0 |
| outdoor_humidity | 48.0 |
| outdoor_temperature | 1.8252082 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 113106.82 |
| wind_direction | 307.5 |
| wind_speed | 12.325 |
-------------------------------------------------
-------------------------------------------------******************************************************-------| 92%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.5000923 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 20.438019 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.626474 |
| air_humidity | -0.73463076 |
| air_temperature | -1.2827041 |
| clg_setpoint | 0.80902064 |
| co2_emission | 0.0 |
| day_of_month | -1.5567116 |
| diffuse_solar_radiation | -0.74989927 |
| direct_solar_radiation | -0.6169932 |
| hour | 1.3725723 |
| htg_setpoint | -1.4180833 |
| month | 1.6342207 |
| outdoor_humidity | -0.9464974 |
| outdoor_temperature | -0.9810776 |
| people_occupant | -0.6888531 |
| total_electricity_HVAC | -0.6313945 |
| wind_direction | 1.0971316 |
| wind_speed | 0.8421479 |
| observation/ | |
| HVAC_electricity_demand_rate | 277.33536 |
| air_humidity | 27.380753 |
| air_temperature | 21.019276 |
| clg_setpoint | 28.254887 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 12.0 |
| month | 12.0 |
| outdoor_humidity | 49.0 |
| outdoor_temperature | 3.1876953 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 257227.17 |
| wind_direction | 297.5 |
| wind_speed | 6.925 |
-------------------------------------------------
-------------------------------------------------******************************************************-------| 92%
| action_network/ | |
| Cooling_Setpoint_RL | 0.64572275 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.804314 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6707865 |
| air_humidity | -0.20826182 |
| air_temperature | -1.5134193 |
| clg_setpoint | 1.469643 |
| co2_emission | 0.0 |
| day_of_month | -1.4417773 |
| diffuse_solar_radiation | -0.7497097 |
| direct_solar_radiation | -0.6170255 |
| hour | 1.5169921 |
| htg_setpoint | 0.116192296 |
| month | 1.6324838 |
| outdoor_humidity | -0.52350914 |
| outdoor_temperature | -0.66381806 |
| people_occupant | -0.688954 |
| total_electricity_HVAC | -0.67543757 |
| wind_direction | 0.38326764 |
| wind_speed | 0.43679065 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 34.28391 |
| air_temperature | 20.716656 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 18.457575 |
| month | 12.0 |
| outdoor_humidity | 57.75 |
| outdoor_temperature | 6.2684717 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 222.5 |
| wind_speed | 5.95 |
-------------------------------------------------
-------------------------------------------------******************************************************-------| 92%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | -0.73197806 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 13.507624 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.67076164 |
| air_humidity | 0.73158777 |
| air_temperature | -0.46342587 |
| clg_setpoint | 0.19094054 |
| co2_emission | 0.0 |
| day_of_month | -1.3271153 |
| diffuse_solar_radiation | -0.74956 |
| direct_solar_radiation | -0.61683017 |
| hour | 1.6613971 |
| htg_setpoint | -1.4181849 |
| month | 1.6307524 |
| outdoor_humidity | 1.1066229 |
| outdoor_temperature | -0.35519755 |
| people_occupant | -0.6890548 |
| total_electricity_HVAC | -0.6754128 |
| wind_direction | 0.59713477 |
| wind_speed | -1.0083059 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 46.617123 |
| air_temperature | 22.090769 |
| clg_setpoint | 26.620304 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 12.0 |
| month | 12.0 |
| outdoor_humidity | 91.5 |
| outdoor_temperature | 9.267105 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 245.0 |
| wind_speed | 2.475 |
-------------------------------------------------
-------------------------------------------------*******************************************************------| 93%
| action_network/ | |
| Cooling_Setpoint_RL | 0.95661014 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.85356 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.64654434 |
| air_humidity | 0.19970892 |
| air_temperature | -1.5088738 |
| clg_setpoint | 1.4700217 |
| co2_emission | 0.0 |
| day_of_month | -1.0991385 |
| diffuse_solar_radiation | -0.74943346 |
| direct_solar_radiation | -0.6166094 |
| hour | -1.6613055 |
| htg_setpoint | -0.8981013 |
| month | 1.6290264 |
| outdoor_humidity | -0.4397893 |
| outdoor_temperature | -0.96749526 |
| people_occupant | -0.68915546 |
| total_electricity_HVAC | -0.6520634 |
| wind_direction | 0.83491385 |
| wind_speed | 0.8532118 |
| observation/ | |
| HVAC_electricity_demand_rate | 190.76501 |
| air_humidity | 39.639584 |
| air_temperature | 20.723042 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 14.189949 |
| month | 12.0 |
| outdoor_humidity | 59.5 |
| outdoor_temperature | 3.3119016 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 172868.61 |
| wind_direction | 270.0 |
| wind_speed | 6.95 |
-------------------------------------------------
-------------------------------------------------*******************************************************------| 93%
| action_network/ | |
| Cooling_Setpoint_RL | -0.10506511 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.270405 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.59550154 |
| air_humidity | -0.40411884 |
| air_temperature | -2.8901968 |
| clg_setpoint | 1.4700499 |
| co2_emission | 0.0 |
| day_of_month | -0.98490536 |
| diffuse_solar_radiation | -0.74931353 |
| direct_solar_radiation | -0.6164465 |
| hour | -1.516776 |
| htg_setpoint | 0.098571725 |
| month | 1.627306 |
| outdoor_humidity | -0.1253191 |
| outdoor_temperature | -1.2371053 |
| people_occupant | -0.689256 |
| total_electricity_HVAC | 0.78047615 |
| wind_direction | 0.73937917 |
| wind_speed | 1.6737125 |
| observation/ | |
| HVAC_electricity_demand_rate | 5514.1094 |
| air_humidity | 31.715338 |
| air_temperature | 18.915037 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 18.384737 |
| month | 12.0 |
| outdoor_humidity | 66.0 |
| outdoor_temperature | 0.6845525 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 5979805.5 |
| wind_direction | 260.0 |
| wind_speed | 8.925 |
-------------------------------------------------
-------------------------------------------------*******************************************************------| 93%
| action_network/ | |
| Cooling_Setpoint_RL | 0.085703805 |
| Heating_Setpoint_RL | -0.6804674 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.91425 |
| Heating_Setpoint_RL | 13.797371 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.14043745 |
| air_humidity | -1.2564964 |
| air_temperature | -1.6995084 |
| clg_setpoint | 1.4695762 |
| co2_emission | 0.0 |
| day_of_month | -0.87081593 |
| diffuse_solar_radiation | -0.7492136 |
| direct_solar_radiation | -0.616362 |
| hour | -1.3722626 |
| htg_setpoint | 0.5941936 |
| month | 1.625591 |
| outdoor_humidity | -0.7049499 |
| outdoor_temperature | -0.9365412 |
| people_occupant | -0.68896204 |
| total_electricity_HVAC | -0.35163438 |
| wind_direction | 0.92919064 |
| wind_speed | 0.4875413 |
| observation/ | |
| HVAC_electricity_demand_rate | 2360.4062 |
| air_humidity | 20.527382 |
| air_temperature | 20.470675 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 20.470673 |
| month | 12.0 |
| outdoor_humidity | 54.0 |
| outdoor_temperature | 3.6014876 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1390885.5 |
| wind_direction | 280.0 |
| wind_speed | 6.075 |
-------------------------------------------------
-------------------------------------------------*******************************************************------| 93%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.03210196 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.444427 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.8734317 |
| air_humidity | -1.5298141 |
| air_temperature | -0.14531611 |
| clg_setpoint | 0.03523863 |
| co2_emission | 0.0 |
| day_of_month | -0.7568395 |
| diffuse_solar_radiation | -0.7490781 |
| direct_solar_radiation | -0.6163904 |
| hour | -1.2277622 |
| htg_setpoint | 1.2546157 |
| month | 1.6238813 |
| outdoor_humidity | 0.39507425 |
| outdoor_temperature | -1.414956 |
| people_occupant | -0.68866843 |
| total_electricity_HVAC | 2.8283944 |
| wind_direction | -1.735655 |
| wind_speed | -1.8202912 |
| observation/ | |
| HVAC_electricity_demand_rate | 15285.432 |
| air_humidity | 16.92665 |
| air_temperature | 22.504576 |
| clg_setpoint | 26.21007 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 76.75 |
| outdoor_temperature | -1.0538856 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 14288519.0 |
| wind_direction | 0.0 |
| wind_speed | 0.525 |
-------------------------------------------------
--------------------------------------------------*******************************************************-----| 94%
| action_network/ | |
| Cooling_Setpoint_RL | -0.26027352 |
| Heating_Setpoint_RL | 0.4020362 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.746576 |
| Heating_Setpoint_RL | 19.886454 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.6855521 |
| air_humidity | -0.45556313 |
| air_temperature | 0.42430758 |
| clg_setpoint | -0.85123277 |
| co2_emission | 0.0 |
| day_of_month | -0.6429493 |
| diffuse_solar_radiation | -0.74896264 |
| direct_solar_radiation | -0.6163293 |
| hour | -1.0832726 |
| htg_setpoint | 1.2545458 |
| month | 1.6221771 |
| outdoor_humidity | -0.052074417 |
| outdoor_temperature | -0.8655779 |
| people_occupant | -0.6887691 |
| total_electricity_HVAC | 1.5669163 |
| wind_direction | -1.3777235 |
| wind_speed | -1.5694766 |
| observation/ | |
| HVAC_electricity_demand_rate | 10193.001 |
| air_humidity | 31.016073 |
| air_temperature | 23.25024 |
| clg_setpoint | 23.866999 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 67.5 |
| outdoor_temperature | 4.280769 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 9173701.0 |
| wind_direction | 37.5 |
| wind_speed | 1.125 |
--------------------------------------------------
--------------------------------------------------*******************************************************-----| 94%
| action_network/ | |
| Cooling_Setpoint_RL | 0.423488 |
| Heating_Setpoint_RL | 0.651628 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.054272 |
| Heating_Setpoint_RL | 21.290407 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.492909 |
| air_humidity | 0.031308975 |
| air_temperature | 0.0072572976 |
| clg_setpoint | 1.4699667 |
| co2_emission | 0.0 |
| day_of_month | -0.5291223 |
| diffuse_solar_radiation | -0.74882275 |
| direct_solar_radiation | -0.616088 |
| hour | -0.9387911 |
| htg_setpoint | 1.2542709 |
| month | 1.6204783 |
| outdoor_humidity | 1.1321726 |
| outdoor_temperature | -1.1795965 |
| people_occupant | -0.6888696 |
| total_electricity_HVAC | 2.2884872 |
| wind_direction | -1.4716179 |
| wind_speed | -0.38468882 |
| observation/ | |
| HVAC_electricity_demand_rate | 13658.848 |
| air_humidity | 37.402576 |
| air_temperature | 22.704079 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 11.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 92.0 |
| outdoor_temperature | 1.2220591 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 12103375.0 |
| wind_direction | 27.5 |
| wind_speed | 3.975 |
--------------------------------------------------
-------------------------------------------------********************************************************-----| 94%
| action_network/ | |
| Cooling_Setpoint_RL | -0.43704438 |
| Heating_Setpoint_RL | 0.13748352 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.149975 |
| Heating_Setpoint_RL | 18.398344 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.0682144 |
| air_humidity | -0.27696413 |
| air_temperature | 0.42093632 |
| clg_setpoint | 0.68788517 |
| co2_emission | 0.0 |
| day_of_month | -0.41533923 |
| diffuse_solar_radiation | -0.7486602 |
| direct_solar_radiation | -0.61584276 |
| hour | -0.794316 |
| htg_setpoint | 1.2539405 |
| month | 1.6187848 |
| outdoor_humidity | 1.1319609 |
| outdoor_temperature | -1.0532731 |
| people_occupant | -0.68897 |
| total_electricity_HVAC | 2.0421102 |
| wind_direction | -1.4703997 |
| wind_speed | -0.22858581 |
| observation/ | |
| HVAC_electricity_demand_rate | 11840.57 |
| air_humidity | 33.35992 |
| air_temperature | 23.245474 |
| clg_setpoint | 27.933205 |
| co2_emission | 0.0 |
| day_of_month | 12.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 92.0 |
| outdoor_temperature | 2.441206 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 11106950.0 |
| wind_direction | 27.5 |
| wind_speed | 4.35 |
-------------------------------------------------
-------------------------------------------------*********************************************************----| 95%
| action_network/ | |
| Cooling_Setpoint_RL | -0.336008 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.490973 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.3881343 |
| air_humidity | -0.05777781 |
| air_temperature | -1.355319 |
| clg_setpoint | -1.0841435 |
| co2_emission | 0.0 |
| day_of_month | -0.3015846 |
| diffuse_solar_radiation | -0.6345937 |
| direct_solar_radiation | -0.4561721 |
| hour | -0.64984536 |
| htg_setpoint | 0.28349537 |
| month | 1.6170965 |
| outdoor_humidity | -0.44009128 |
| outdoor_temperature | -1.2285957 |
| people_occupant | -0.68907034 |
| total_electricity_HVAC | -0.40844783 |
| wind_direction | 0.786942 |
| wind_speed | -0.37404048 |
| observation/ | |
| HVAC_electricity_demand_rate | 1300.9729 |
| air_humidity | 36.234665 |
| air_temperature | 20.920424 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 13.0 |
| diffuse_solar_radiation | 11.25 |
| direct_solar_radiation | 39.75 |
| hour | 7.0 |
| htg_setpoint | 19.166174 |
| month | 12.0 |
| outdoor_humidity | 59.5 |
| outdoor_temperature | 0.72934055 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1162620.5 |
| wind_direction | 265.0 |
| wind_speed | 4.0 |
-------------------------------------------------
-------------------------------------------------*********************************************************----| 95%
| action_network/ | |
| Cooling_Setpoint_RL | 0.033147395 |
| Heating_Setpoint_RL | -0.4702657 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.736872 |
| Heating_Setpoint_RL | 14.979755 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.2165792 |
| air_humidity | -0.77691615 |
| air_temperature | -1.2090129 |
| clg_setpoint | -0.43684685 |
| co2_emission | 0.0 |
| day_of_month | -0.1878466 |
| diffuse_solar_radiation | -0.38886327 |
| direct_solar_radiation | 1.0570617 |
| hour | -0.5053778 |
| htg_setpoint | 0.7458589 |
| month | 1.6154135 |
| outdoor_humidity | -0.4276178 |
| outdoor_temperature | -1.0036522 |
| people_occupant | -0.68917054 |
| total_electricity_HVAC | 1.4177966 |
| wind_direction | 0.9291254 |
| wind_speed | 0.85251486 |
| observation/ | |
| HVAC_electricity_demand_rate | 8189.2803 |
| air_humidity | 26.805218 |
| air_temperature | 21.111835 |
| clg_setpoint | 24.959993 |
| co2_emission | 0.0 |
| day_of_month | 14.0 |
| diffuse_solar_radiation | 35.5 |
| direct_solar_radiation | 417.0 |
| hour | 8.0 |
| htg_setpoint | 21.11184 |
| month | 12.0 |
| outdoor_humidity | 59.75 |
| outdoor_temperature | 2.9110556 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 8576241.0 |
| wind_direction | 280.0 |
| wind_speed | 6.95 |
-------------------------------------------------
--------------------------------------------------********************************************************----| 95%
| action_network/ | |
| Cooling_Setpoint_RL | -0.059733525 |
| Heating_Setpoint_RL | -0.6578243 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 26.423399 |
| Heating_Setpoint_RL | 13.924738 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.9377263 |
| air_humidity | -1.8028367 |
| air_temperature | -0.1230421 |
| clg_setpoint | -0.61579937 |
| co2_emission | 0.0 |
| day_of_month | -0.07411705 |
| diffuse_solar_radiation | -0.039261114 |
| direct_solar_radiation | 1.6636223 |
| hour | -0.36091226 |
| htg_setpoint | 1.2540165 |
| month | 1.6137358 |
| outdoor_humidity | -0.9706897 |
| outdoor_temperature | -1.3260967 |
| people_occupant | -0.6888778 |
| total_electricity_HVAC | 1.7720239 |
| wind_direction | -1.7330112 |
| wind_speed | -1.3833214 |
| observation/ | |
| HVAC_electricity_demand_rate | 11288.206 |
| air_humidity | 13.343063 |
| air_temperature | 22.531776 |
| clg_setpoint | 24.488043 |
| co2_emission | 0.0 |
| day_of_month | 15.0 |
| diffuse_solar_radiation | 70.0 |
| direct_solar_radiation | 568.25 |
| hour | 9.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 48.5 |
| outdoor_temperature | -0.23217344 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 10016859.0 |
| wind_direction | 0.0 |
| wind_speed | 1.575 |
--------------------------------------------------
-------------------------------------------------*********************************************************----| 95%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.7270074 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 13.5355835 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6409629 |
| air_humidity | -0.7531681 |
| air_temperature | 0.42537898 |
| clg_setpoint | -1.084533 |
| co2_emission | 0.0 |
| day_of_month | 0.039608505 |
| diffuse_solar_radiation | 0.34596285 |
| direct_solar_radiation | 1.4956753 |
| hour | -0.2164477 |
| htg_setpoint | -1.4182261 |
| month | 1.6120633 |
| outdoor_humidity | -0.66839916 |
| outdoor_temperature | -0.8380618 |
| people_occupant | 1.6953566 |
| total_electricity_HVAC | -0.6471294 |
| wind_direction | 0.4529396 |
| wind_speed | -0.28145516 |
| observation/ | |
| HVAC_electricity_demand_rate | 215.22958 |
| air_humidity | 27.087389 |
| air_temperature | 23.24915 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 16.0 |
| diffuse_solar_radiation | 108.0 |
| direct_solar_radiation | 526.5 |
| hour | 10.0 |
| htg_setpoint | 12.0 |
| month | 12.0 |
| outdoor_humidity | 54.75 |
| outdoor_temperature | 4.5079827 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 193170.12 |
| wind_direction | 230.0 |
| wind_speed | 4.225 |
-------------------------------------------------
-------------------------------------------------**********************************************************---| 96%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5802416 |
| air_humidity | -1.0399145 |
| air_temperature | 0.4249719 |
| clg_setpoint | -1.0840973 |
| co2_emission | 0.0 |
| day_of_month | 0.15333085 |
| diffuse_solar_radiation | -0.21095404 |
| direct_solar_radiation | 2.54797 |
| hour | -0.07198357 |
| htg_setpoint | -0.4675273 |
| month | 1.610396 |
| outdoor_humidity | -1.8289067 |
| outdoor_temperature | -0.19832894 |
| people_occupant | 1.218272 |
| total_electricity_HVAC | -0.5892423 |
| wind_direction | 0.9282 |
| wind_speed | -0.74908 |
| observation/ | |
| HVAC_electricity_demand_rate | 475.63495 |
| air_humidity | 23.322418 |
| air_temperature | 23.248474 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 17.0 |
| diffuse_solar_radiation | 53.0 |
| direct_solar_radiation | 789.0 |
| hour | 11.0 |
| htg_setpoint | 16.001463 |
| month | 12.0 |
| outdoor_humidity | 30.75 |
| outdoor_temperature | 10.726024 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 427879.34 |
| wind_direction | 280.0 |
| wind_speed | 3.1 |
-------------------------------------------------
-------------------------------------------------**********************************************************---| 96%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.4631885 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.019565 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.594752 |
| air_humidity | -0.95251614 |
| air_temperature | 0.42575333 |
| clg_setpoint | -1.0836626 |
| co2_emission | 0.0 |
| day_of_month | 0.26704714 |
| diffuse_solar_radiation | 0.57211494 |
| direct_solar_radiation | 1.6702054 |
| hour | 0.07248047 |
| htg_setpoint | -1.266491 |
| month | 1.6087338 |
| outdoor_humidity | -1.1997045 |
| outdoor_temperature | -0.68595463 |
| people_occupant | 0.26454502 |
| total_electricity_HVAC | -0.6030019 |
| wind_direction | -1.7343731 |
| wind_speed | -0.7490615 |
| observation/ | |
| HVAC_electricity_demand_rate | 412.97836 |
| air_humidity | 24.46302 |
| air_temperature | 23.249258 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 18.0 |
| diffuse_solar_radiation | 130.25 |
| direct_solar_radiation | 570.25 |
| hour | 12.0 |
| htg_setpoint | 12.636736 |
| month | 12.0 |
| outdoor_humidity | 43.75 |
| outdoor_temperature | 5.980776 |
| people_occupant | 8.0 |
| total_electricity_HVAC | 371650.44 |
| wind_direction | 0.0 |
| wind_speed | 3.1 |
-------------------------------------------------
-------------------------------------------------**********************************************************---| 96%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.5390035 |
| air_humidity | -0.92874235 |
| air_temperature | 0.4258696 |
| clg_setpoint | -1.0834099 |
| co2_emission | 0.0 |
| day_of_month | 0.3807509 |
| diffuse_solar_radiation | 1.0841662 |
| direct_solar_radiation | 0.19198544 |
| hour | 0.21694446 |
| htg_setpoint | -0.8030258 |
| month | 1.6070768 |
| outdoor_humidity | -1.1997995 |
| outdoor_temperature | -0.24104226 |
| people_occupant | 1.2178004 |
| total_electricity_HVAC | -0.5499281 |
| wind_direction | 0.52308226 |
| wind_speed | 0.5927422 |
| observation/ | |
| HVAC_electricity_demand_rate | 652.4009 |
| air_humidity | 24.771973 |
| air_temperature | 23.249249 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 19.0 |
| diffuse_solar_radiation | 180.75 |
| direct_solar_radiation | 201.5 |
| hour | 13.0 |
| htg_setpoint | 14.587831 |
| month | 12.0 |
| outdoor_humidity | 43.75 |
| outdoor_temperature | 10.302158 |
| people_occupant | 16.0 |
| total_electricity_HVAC | 587160.8 |
| wind_direction | 237.5 |
| wind_speed | 6.325 |
-------------------------------------------------
-------------------------------------------------**********************************************************---| 96%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.3515548 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 15.647504 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.49840295 |
| air_humidity | -0.7801395 |
| air_temperature | 0.42675382 |
| clg_setpoint | -1.0830903 |
| co2_emission | 0.0 |
| day_of_month | 0.4944319 |
| diffuse_solar_radiation | 0.26601997 |
| direct_solar_radiation | -0.49455002 |
| hour | 0.36140817 |
| htg_setpoint | -1.4176834 |
| month | 1.6054249 |
| outdoor_humidity | -0.63130313 |
| outdoor_temperature | -0.4624635 |
| people_occupant | 1.6942205 |
| total_electricity_HVAC | -0.51127833 |
| wind_direction | 1.4973396 |
| wind_speed | 0.062295493 |
| observation/ | |
| HVAC_electricity_demand_rate | 826.5857 |
| air_humidity | 26.717545 |
| air_temperature | 23.250204 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 20.0 |
| diffuse_solar_radiation | 100.0 |
| direct_solar_radiation | 30.25 |
| hour | 14.0 |
| htg_setpoint | 12.0 |
| month | 12.0 |
| outdoor_humidity | 55.5 |
| outdoor_temperature | 8.146555 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 743927.1 |
| wind_direction | 340.0 |
| wind_speed | 5.05 |
| train/ | |
| approx_kl | 0.011087343 |
| clip_fraction | 0.119 |
| clip_range | 0.2 |
| entropy_loss | -2.31 |
| explained_variance | 0.831 |
| learning_rate | 0.0003 |
| loss | 0.105 |
| n_updates | 850 |
| policy_gradient_loss | -0.0128 |
| std | 0.77 |
| value_loss | 0.417 |
-------------------------------------------------
-------------------------------------------------***********************************************************--| 97%
| action_network/ | |
| Cooling_Setpoint_RL | 0.6561887 |
| Heating_Setpoint_RL | -0.88437647 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.839638 |
| Heating_Setpoint_RL | 12.650382 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6018389 |
| air_humidity | -0.93313116 |
| air_temperature | -1.1558307 |
| clg_setpoint | 0.8058963 |
| co2_emission | 0.0 |
| day_of_month | 0.6080765 |
| diffuse_solar_radiation | -0.33940062 |
| direct_solar_radiation | 1.3597047 |
| hour | 0.5058711 |
| htg_setpoint | -1.4177471 |
| month | 1.603778 |
| outdoor_humidity | -1.9129428 |
| outdoor_temperature | -0.9790627 |
| people_occupant | -0.6890857 |
| total_electricity_HVAC | -0.6185211 |
| wind_direction | 1.5440325 |
| wind_speed | 0.16627759 |
| observation/ | |
| HVAC_electricity_demand_rate | 382.01965 |
| air_humidity | 24.71067 |
| air_temperature | 21.177528 |
| clg_setpoint | 28.240456 |
| co2_emission | 0.0 |
| day_of_month | 21.0 |
| diffuse_solar_radiation | 40.25 |
| direct_solar_radiation | 492.75 |
| hour | 15.0 |
| htg_setpoint | 12.0 |
| month | 12.0 |
| outdoor_humidity | 29.0 |
| outdoor_temperature | 3.1188447 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 308013.44 |
| wind_direction | 345.0 |
| wind_speed | 5.3 |
-------------------------------------------------
--------------------------------------------------**********************************************************--| 97%
| action_network/ | |
| Cooling_Setpoint_RL | -0.5696219 |
| Heating_Setpoint_RL | -1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.702526 |
| Heating_Setpoint_RL | 12.0 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.6705107 |
| air_humidity | -1.5022563 |
| air_temperature | -0.8207973 |
| clg_setpoint | -0.028324742 |
| co2_emission | 0.0 |
| day_of_month | 0.72166723 |
| diffuse_solar_radiation | -0.5521714 |
| direct_solar_radiation | -0.42833343 |
| hour | 0.6503325 |
| htg_setpoint | -1.4177474 |
| month | 1.6021363 |
| outdoor_humidity | -0.5695127 |
| outdoor_temperature | -0.8294273 |
| people_occupant | -0.68879426 |
| total_electricity_HVAC | -0.6750756 |
| wind_direction | -1.1875331 |
| wind_speed | -0.90518767 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 17.238857 |
| air_temperature | 21.614988 |
| clg_setpoint | 26.036697 |
| co2_emission | 0.0 |
| day_of_month | 22.0 |
| diffuse_solar_radiation | 19.25 |
| direct_solar_radiation | 46.75 |
| hour | 16.0 |
| htg_setpoint | 12.0 |
| month | 12.0 |
| outdoor_humidity | 56.75 |
| outdoor_temperature | 4.5628347 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 57.5 |
| wind_speed | 2.725 |
--------------------------------------------------
-------------------------------------------------***********************************************************--| 97%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 0.5245848 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 20.57579 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.54161423 |
| air_humidity | 0.1505729 |
| air_temperature | 0.42745897 |
| clg_setpoint | -1.0832719 |
| co2_emission | 0.0 |
| day_of_month | 0.83518326 |
| diffuse_solar_radiation | -0.74722093 |
| direct_solar_radiation | -0.61557466 |
| hour | 0.79479134 |
| htg_setpoint | -1.4177192 |
| month | 1.6004995 |
| outdoor_humidity | 0.615272 |
| outdoor_temperature | -0.7862473 |
| people_occupant | 1.6949954 |
| total_electricity_HVAC | -0.5523942 |
| wind_direction | 1.4491221 |
| wind_speed | -0.37479186 |
| observation/ | |
| HVAC_electricity_demand_rate | 641.0138 |
| air_humidity | 38.898445 |
| air_temperature | 23.249378 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 23.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 12.0 |
| month | 12.0 |
| outdoor_humidity | 81.25 |
| outdoor_temperature | 4.9794846 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 576912.4 |
| wind_direction | 335.0 |
| wind_speed | 4.0 |
-------------------------------------------------
-------------------------------------------------************************************************************-| 98%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.09231067 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.105753 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.48068306 |
| air_humidity | -0.61739725 |
| air_temperature | 0.42801127 |
| clg_setpoint | -1.0829068 |
| co2_emission | 0.0 |
| day_of_month | 0.9486 |
| diffuse_solar_radiation | -0.74712 |
| direct_solar_radiation | -0.61542785 |
| hour | 0.9392462 |
| htg_setpoint | -1.4177434 |
| month | 1.5988678 |
| outdoor_humidity | 0.046789147 |
| outdoor_temperature | -1.262876 |
| people_occupant | 0.5028671 |
| total_electricity_HVAC | -0.49287155 |
| wind_direction | -0.73570824 |
| wind_speed | -1.1134013 |
| observation/ | |
| HVAC_electricity_demand_rate | 903.36755 |
| air_humidity | 28.832567 |
| air_temperature | 23.250015 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 24.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 18.0 |
| htg_setpoint | 12.0 |
| month | 12.0 |
| outdoor_humidity | 69.5 |
| outdoor_temperature | 0.33969197 |
| people_occupant | 10.0 |
| total_electricity_HVAC | 819223.25 |
| wind_direction | 105.0 |
| wind_speed | 2.225 |
-------------------------------------------------
--------------------------------------------------***********************************************************-| 98%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.90537846 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 12.532247 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.120291 |
| air_humidity | 0.19349848 |
| air_temperature | 0.42815128 |
| clg_setpoint | -1.082681 |
| co2_emission | 0.0 |
| day_of_month | 1.0618895 |
| diffuse_solar_radiation | -0.7469586 |
| direct_solar_radiation | -0.61528355 |
| hour | 1.0836955 |
| htg_setpoint | 1.2544752 |
| month | 1.597241 |
| outdoor_humidity | 0.28822303 |
| outdoor_temperature | -0.40190277 |
| people_occupant | -0.45072696 |
| total_electricity_HVAC | 0.08664973 |
| wind_direction | 0.73649585 |
| wind_speed | -0.062320087 |
| observation/ | |
| HVAC_electricity_demand_rate | 3488.695 |
| air_humidity | 39.45958 |
| air_temperature | 23.24996 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 25.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 19.0 |
| htg_setpoint | 23.25 |
| month | 12.0 |
| outdoor_humidity | 74.5 |
| outdoor_temperature | 8.707574 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 3176712.5 |
| wind_direction | 260.0 |
| wind_speed | 4.75 |
--------------------------------------------------
-------------------------------------------------************************************************************-| 98%
| action_network/ | |
| Cooling_Setpoint_RL | 0.7118813 |
| Heating_Setpoint_RL | -0.3920465 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.0276 |
| Heating_Setpoint_RL | 15.419739 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.67036533 |
| air_humidity | -0.37575504 |
| air_temperature | -0.26368102 |
| clg_setpoint | -1.0824268 |
| co2_emission | 0.0 |
| day_of_month | 1.1750203 |
| diffuse_solar_radiation | -0.74685025 |
| direct_solar_radiation | -0.61522454 |
| hour | 1.2281375 |
| htg_setpoint | -0.22606044 |
| month | 1.5956192 |
| outdoor_humidity | -0.80064476 |
| outdoor_temperature | -0.60787725 |
| people_occupant | -0.45084557 |
| total_electricity_HVAC | -0.6749016 |
| wind_direction | 0.7599704 |
| wind_speed | 1.0616609 |
| observation/ | |
| HVAC_electricity_demand_rate | 87.037186 |
| air_humidity | 32.001415 |
| air_temperature | 22.343878 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 26.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 20.0 |
| htg_setpoint | 17.017015 |
| month | 12.0 |
| outdoor_humidity | 52.0 |
| outdoor_temperature | 6.703424 |
| people_occupant | 2.0 |
| total_electricity_HVAC | 78333.47 |
| wind_direction | 262.5 |
| wind_speed | 7.45 |
-------------------------------------------------
-------------------------------------------------************************************************************-| 98%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.19472611 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 18.720335 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.2386622 |
| air_humidity | 0.35228184 |
| air_temperature | 0.13352537 |
| clg_setpoint | 1.4727777 |
| co2_emission | 0.0 |
| day_of_month | 1.2879577 |
| diffuse_solar_radiation | -0.7466736 |
| direct_solar_radiation | -0.61498195 |
| hour | 1.3725699 |
| htg_setpoint | 1.1627712 |
| month | 1.5940024 |
| outdoor_humidity | 1.3284903 |
| outdoor_temperature | -1.157713 |
| people_occupant | -0.6892923 |
| total_electricity_HVAC | 2.4628398 |
| wind_direction | -1.6620461 |
| wind_speed | 0.96822035 |
| observation/ | |
| HVAC_electricity_demand_rate | 12603.33 |
| air_humidity | 41.53532 |
| air_temperature | 22.863728 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 27.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 21.0 |
| htg_setpoint | 22.86373 |
| month | 12.0 |
| outdoor_humidity | 96.0 |
| outdoor_temperature | 1.3541658 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 12844936.0 |
| wind_direction | 7.5 |
| wind_speed | 7.225 |
-------------------------------------------------
-------------------------------------------------*************************************************************| 99%
| action_network/ | |
| Cooling_Setpoint_RL | 0.72884595 |
| Heating_Setpoint_RL | 0.04623799 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.084854 |
| Heating_Setpoint_RL | 17.885088 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 1.523765 |
| air_humidity | -0.87150663 |
| air_temperature | -0.6582498 |
| clg_setpoint | 0.9151603 |
| co2_emission | 0.0 |
| day_of_month | 1.4006635 |
| diffuse_solar_radiation | -0.74652934 |
| direct_solar_radiation | -0.61503124 |
| hour | 1.5169903 |
| htg_setpoint | 0.91621965 |
| month | 1.5923904 |
| outdoor_humidity | -0.6796935 |
| outdoor_temperature | -1.1523335 |
| people_occupant | -0.6890016 |
| total_electricity_HVAC | 1.6545568 |
| wind_direction | -1.3533119 |
| wind_speed | -1.1140561 |
| observation/ | |
| HVAC_electricity_demand_rate | 9530.097 |
| air_humidity | 25.50952 |
| air_temperature | 21.826141 |
| clg_setpoint | 28.526707 |
| co2_emission | 0.0 |
| day_of_month | 28.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 22.0 |
| htg_setpoint | 21.82613 |
| month | 12.0 |
| outdoor_humidity | 54.5 |
| outdoor_temperature | 1.3995068 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 9558867.0 |
| wind_direction | 40.0 |
| wind_speed | 2.225 |
-------------------------------------------------
-------------------------------------------------*************************************************************| 99%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.3914543 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 19.826931 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.29466388 |
| air_humidity | -0.59707445 |
| air_temperature | -2.5968242 |
| clg_setpoint | 1.4725826 |
| co2_emission | 0.0 |
| day_of_month | 1.5130963 |
| diffuse_solar_radiation | -0.7464069 |
| direct_solar_radiation | -0.6147944 |
| hour | 1.6613961 |
| htg_setpoint | 0.31216258 |
| month | 1.5907834 |
| outdoor_humidity | 1.3649421 |
| outdoor_temperature | -1.0581038 |
| people_occupant | -0.68871135 |
| total_electricity_HVAC | 0.10746624 |
| wind_direction | -1.4710727 |
| wind_speed | 3.152299 |
| observation/ | |
| HVAC_electricity_demand_rate | 4242.363 |
| air_humidity | 29.09688 |
| air_temperature | 19.28533 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 29.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 23.0 |
| htg_setpoint | 19.283833 |
| month | 12.0 |
| outdoor_humidity | 96.75 |
| outdoor_temperature | 2.3078496 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 3263975.2 |
| wind_direction | 27.5 |
| wind_speed | 12.475 |
-------------------------------------------------
-------------------------------------------------*************************************************************| 99%
| action_network/ | |
| Cooling_Setpoint_RL | 0.8947366 |
| Heating_Setpoint_RL | -0.4300955 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 29.644735 |
| Heating_Setpoint_RL | 15.205713 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.03165923 |
| air_humidity | 0.11613463 |
| air_temperature | -1.3405513 |
| clg_setpoint | 0.5826374 |
| co2_emission | 0.0 |
| day_of_month | 1.7389572 |
| diffuse_solar_radiation | -0.74624723 |
| direct_solar_radiation | -0.61455834 |
| hour | -1.6613058 |
| htg_setpoint | 0.6710971 |
| month | 1.5891811 |
| outdoor_humidity | -0.6078447 |
| outdoor_temperature | -1.0714405 |
| people_occupant | -0.6888108 |
| total_electricity_HVAC | -0.22045606 |
| wind_direction | 0.6645578 |
| wind_speed | 2.5527236 |
| observation/ | |
| HVAC_electricity_demand_rate | 2838.2083 |
| air_humidity | 38.432087 |
| air_temperature | 20.930178 |
| clg_setpoint | 27.649076 |
| co2_emission | 0.0 |
| day_of_month | 31.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 20.794914 |
| month | 12.0 |
| outdoor_humidity | 56.0 |
| outdoor_temperature | 2.1712072 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 1929403.0 |
| wind_direction | 252.5 |
| wind_speed | 11.05 |
-------------------------------------------------
[WRAPPER LoggerWrapper] (INFO) : End of episode detected, recording summary (progress.csv) if logger is active
#----------------------------------------------------------------------------------------------#
[ENVIRONMENT] (INFO) : Starting a new episode... [SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05] [Episode 6]
#----------------------------------------------------------------------------------------------#
[MODELING] (INFO) : Episode directory created [/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05-res35041/Eplus-env-sub_run6]
[MODELING] (INFO) : Weather file USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3.epw used.
[MODELING] (INFO) : Adapting weather to building model. [USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3.epw]
[ENVIRONMENT] (INFO) : Saving episode output path... [/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05-res35041/Eplus-env-sub_run6/output]
[SIMULATOR] (INFO) : Running EnergyPlus with args: ['-w', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05-res35041/Eplus-env-sub_run6/USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3_Random_1.0_0.0_0.001.epw', '-d', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05-res35041/Eplus-env-sub_run6/output', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05-res35041/Eplus-env-sub_run6/5ZoneAutoDXVAV.epJSON']
[ENVIRONMENT] (INFO) : Episode 6 started.
/usr/local/lib/python3.10/dist-packages/opyplus/weather_data/weather_data.py:493: FutureWarning: the 'line_terminator'' keyword is deprecated, use 'lineterminator' instead.
epw_content = self._headers_to_epw(use_datetimes=use_datetimes) + df.to_csv(
[SIMULATOR] (INFO) : handlers are ready.
[SIMULATOR] (INFO) : System is ready.
[WRAPPER NormalizeObservation] (INFO) : Saving normalization calibration data... [SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05]
[WRAPPER LoggerWrapper] (INFO) : Creating monitor.csv for current episode (episode 6) if logger is active
-----------------------------------------------------
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 23.25 |
| episode/ | |
| comfort_violation_time(%) | 15.6 |
| cumulative_abs_comfort_penalty | -6.12e+03 |
| cumulative_abs_energy_penalty | -2.17e+08 |
| cumulative_power_demand | 2.17e+08 |
| cumulative_reward | -13886.93 |
| cumulative_reward_comfort_term | -3.06e+03 |
| cumulative_reward_energy_term | -1.08e+04 |
| cumulative_temperature_violation | 6.12e+03 |
| episode_length | 70077 |
| episode_num | 3 |
| mean_abs_comfort_penalty | -0.0874 |
| mean_abs_energy_penalty | -3.09e+03 |
| mean_power_demand | 3.09e+03 |
| mean_reward | -0.19816673 |
| mean_reward_comfort_term | -0.0437 |
| mean_reward_energy_term | -0.154 |
| mean_temperature_violation | 0.0874 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.020239763 |
| air_humidity | -0.53520703 |
| air_temperature | -4.463509 |
| clg_setpoint | 5.2569265 |
| co2_emission | 0.0 |
| day_of_month | -1.673485 |
| diffuse_solar_radiation | -0.7461322 |
| direct_solar_radiation | -0.6145745 |
| hour | -1.661307 |
| htg_setpoint | -1.2282685 |
| month | -1.602729 |
| outdoor_humidity | -1.2240072 |
| outdoor_temperature | -2.2429628 |
| people_occupant | -0.6889189 |
| total_electricity_HVAC | -0.01756174 |
| wind_direction | 1.1624674 |
| wind_speed | 1.449712 |
| observation/ | |
| HVAC_electricity_demand_rate | 3063.236 |
| air_humidity | 29.9014 |
| air_temperature | 16.835707 |
| clg_setpoint | 40.0 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 0.0 |
| htg_setpoint | 12.8 |
| month | 1.0 |
| outdoor_humidity | 43.25 |
| outdoor_temperature | -9.241015 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2756912.5 |
| wind_direction | 305.0 |
| wind_speed | 8.4 |
-----------------------------------------------------
-------------------------------------------------
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.27531138 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 19.173626 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.7731793 |
| air_humidity | -0.8894694 |
| air_temperature | -2.9665165 |
| clg_setpoint | 1.4720618 |
| co2_emission | 0.0 |
| day_of_month | -1.6734124 |
| diffuse_solar_radiation | -0.74611896 |
| direct_solar_radiation | -0.6145648 |
| hour | -1.5167791 |
| htg_setpoint | 0.69160885 |
| month | -1.6026636 |
| outdoor_humidity | -0.13516964 |
| outdoor_temperature | -1.741721 |
| people_occupant | -0.68890727 |
| total_electricity_HVAC | 3.5584047 |
| wind_direction | 0.7589474 |
| wind_speed | 0.74423045 |
| observation/ | |
| HVAC_electricity_demand_rate | 19232.754 |
| air_humidity | 25.264347 |
| air_temperature | 18.797098 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 1.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 1.0 |
| htg_setpoint | 20.880516 |
| month | 1.0 |
| outdoor_humidity | 65.75 |
| outdoor_temperature | -4.3657913 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 17325074.0 |
| wind_direction | 262.5 |
| wind_speed | 6.7 |
-------------------------------------------------
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.name to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.name` for environment variables or `env.get_wrapper_attr('name')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.observation_variables to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.observation_variables` for environment variables or `env.get_wrapper_attr('observation_variables')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.unwrapped_observation to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.unwrapped_observation` for environment variables or `env.get_wrapper_attr('unwrapped_observation')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.action_variables to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.action_variables` for environment variables or `env.get_wrapper_attr('action_variables')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.is_discrete to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.is_discrete` for environment variables or `env.get_wrapper_attr('is_discrete')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/spaces/box.py:240: UserWarning: WARN: Casting input x to numpy array.
gym.logger.warn("Casting input x to numpy array.")
--------------------------------------------------------------------------------------------------------------| 1%
| action_network/ | |
| Cooling_Setpoint_RL | -0.30490056 |
| Heating_Setpoint_RL | 0.36055952 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 25.59596 |
| Heating_Setpoint_RL | 19.653147 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 4.112525 |
| air_humidity | -1.130085 |
| air_temperature | -1.2624166 |
| clg_setpoint | 0.42736623 |
| co2_emission | 0.0 |
| day_of_month | -1.5579975 |
| diffuse_solar_radiation | -0.7460236 |
| direct_solar_radiation | -0.614521 |
| hour | -1.372267 |
| htg_setpoint | 1.2547963 |
| month | -1.601034 |
| outdoor_humidity | -1.2591763 |
| outdoor_temperature | -2.630398 |
| people_occupant | -0.68900657 |
| total_electricity_HVAC | 3.8793094 |
| wind_direction | 1.4940429 |
| wind_speed | -0.14874886 |
| observation/ | |
| HVAC_electricity_demand_rate | 20707.71 |
| air_humidity | 22.106361 |
| air_temperature | 21.028923 |
| clg_setpoint | 27.239492 |
| co2_emission | 0.0 |
| day_of_month | 2.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 2.0 |
| htg_setpoint | 23.25 |
| month | 1.0 |
| outdoor_humidity | 42.5 |
| outdoor_temperature | -13.038298 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 18642582.0 |
| wind_direction | 340.0 |
| wind_speed | 4.55 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 1%
| action_network/ | |
| Cooling_Setpoint_RL | 0.5733868 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 28.56018 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 2.5423193 |
| air_humidity | -0.67670697 |
| air_temperature | -1.8014764 |
| clg_setpoint | 0.91195583 |
| co2_emission | 0.0 |
| day_of_month | -1.4429247 |
| diffuse_solar_radiation | -0.7459456 |
| direct_solar_radiation | -0.61445254 |
| hour | -1.227768 |
| htg_setpoint | 0.6341244 |
| month | -1.5994093 |
| outdoor_humidity | 0.3258723 |
| outdoor_temperature | -1.3214113 |
| people_occupant | -0.6891057 |
| total_electricity_HVAC | 2.6413248 |
| wind_direction | -1.021704 |
| wind_speed | 0.8574867 |
| observation/ | |
| HVAC_electricity_demand_rate | 13948.264 |
| air_humidity | 28.03343 |
| air_temperature | 20.31977 |
| clg_setpoint | 28.520016 |
| co2_emission | 0.0 |
| day_of_month | 3.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 3.0 |
| htg_setpoint | 20.636726 |
| month | 1.0 |
| outdoor_humidity | 75.25 |
| outdoor_temperature | -0.31982493 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 13604815.0 |
| wind_direction | 75.0 |
| wind_speed | 6.975 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 1%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.6465633 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 21.261917 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.43410563 |
| air_humidity | 0.34633029 |
| air_temperature | -1.7474083 |
| clg_setpoint | 1.4714925 |
| co2_emission | 0.0 |
| day_of_month | -1.3281449 |
| diffuse_solar_radiation | -0.7457529 |
| direct_solar_radiation | -0.6142114 |
| hour | -1.0832794 |
| htg_setpoint | 0.33477902 |
| month | -1.5977895 |
| outdoor_humidity | -0.55721813 |
| outdoor_temperature | -1.5638685 |
| people_occupant | -0.68920475 |
| total_electricity_HVAC | -0.45136106 |
| wind_direction | 0.85321105 |
| wind_speed | 1.3635701 |
| observation/ | |
| HVAC_electricity_demand_rate | 1108.2561 |
| air_humidity | 41.427074 |
| air_temperature | 20.389164 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 4.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 4.0 |
| htg_setpoint | 19.376612 |
| month | 1.0 |
| outdoor_humidity | 57.0 |
| outdoor_temperature | -2.6866887 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 991890.8 |
| wind_direction | 272.5 |
| wind_speed | 8.2 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 1%
| action_network/ | |
| Cooling_Setpoint_RL | 1.0 |
| Heating_Setpoint_RL | 0.09454706 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 30.0 |
| Heating_Setpoint_RL | 18.156826 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 3.917696 |
| air_humidity | -1.1412299 |
| air_temperature | -1.4320995 |
| clg_setpoint | 0.787621 |
| co2_emission | 0.0 |
| day_of_month | -1.2136127 |
| diffuse_solar_radiation | -0.74565136 |
| direct_solar_radiation | -0.6142296 |
| hour | -0.93879884 |
| htg_setpoint | 1.2552992 |
| month | -1.5961747 |
| outdoor_humidity | -0.7982134 |
| outdoor_temperature | -2.189661 |
| people_occupant | -0.6893037 |
| total_electricity_HVAC | 3.6966808 |
| wind_direction | 0.92397904 |
| wind_speed | 0.17114931 |
| observation/ | |
| HVAC_electricity_demand_rate | 19895.578 |
| air_humidity | 21.954102 |
| air_temperature | 20.801636 |
| clg_setpoint | 28.192734 |
| co2_emission | 0.0 |
| day_of_month | 5.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 5.0 |
| htg_setpoint | 23.25 |
| month | 1.0 |
| outdoor_humidity | 52.0 |
| outdoor_temperature | -8.809899 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 17919904.0 |
| wind_direction | 280.0 |
| wind_speed | 5.325 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 2%
| action_network/ | |
| Cooling_Setpoint_RL | -0.7741503 |
| Heating_Setpoint_RL | 0.34172383 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 24.012243 |
| Heating_Setpoint_RL | 19.547195 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.06344563 |
| air_humidity | -1.5741775 |
| air_temperature | -2.6978436 |
| clg_setpoint | 0.3591255 |
| co2_emission | 0.0 |
| day_of_month | -1.0992869 |
| diffuse_solar_radiation | -0.7455214 |
| direct_solar_radiation | -0.6142712 |
| hour | -0.7943246 |
| htg_setpoint | -1.4173074 |
| month | -1.5945648 |
| outdoor_humidity | -0.28987715 |
| outdoor_temperature | -2.0924025 |
| people_occupant | -0.6890143 |
| total_electricity_HVAC | -0.10029349 |
| wind_direction | 0.56736004 |
| wind_speed | -0.5433649 |
| observation/ | |
| HVAC_electricity_demand_rate | 2710.5728 |
| air_humidity | 16.27196 |
| air_temperature | 19.131996 |
| clg_setpoint | 27.06105 |
| co2_emission | 0.0 |
| day_of_month | 6.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 6.0 |
| htg_setpoint | 12.0 |
| month | 1.0 |
| outdoor_humidity | 62.5 |
| outdoor_temperature | -7.887096 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 2426382.0 |
| wind_direction | 242.5 |
| wind_speed | 3.6 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 2%
| action_network/ | |
| Cooling_Setpoint_RL | 0.28114682 |
| Heating_Setpoint_RL | -0.24003944 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 27.57387 |
| Heating_Setpoint_RL | 16.274778 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.42686194 |
| air_humidity | -1.6761714 |
| air_temperature | -2.641755 |
| clg_setpoint | 1.4700122 |
| co2_emission | 0.0 |
| day_of_month | -0.9851305 |
| diffuse_solar_radiation | -0.7454113 |
| direct_solar_radiation | -0.61415493 |
| hour | -0.64985484 |
| htg_setpoint | 0.10422931 |
| month | -1.5929598 |
| outdoor_humidity | -0.47074726 |
| outdoor_temperature | -1.2462221 |
| people_occupant | -0.68872535 |
| total_electricity_HVAC | 0.42716068 |
| wind_direction | 0.7808853 |
| wind_speed | 0.6372446 |
| observation/ | |
| HVAC_electricity_demand_rate | 4830.5317 |
| air_humidity | 14.911879 |
| air_temperature | 19.199064 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 7.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 7.0 |
| htg_setpoint | 18.40335 |
| month | 1.0 |
| outdoor_humidity | 58.75 |
| outdoor_temperature | 0.35886493 |
| people_occupant | 0.0 |
| total_electricity_HVAC | 4581727.0 |
| wind_direction | 265.0 |
| wind_speed | 6.45 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 2%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.16681468 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 16.686668 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.13813654 |
| air_humidity | -1.1340814 |
| air_temperature | -1.3197576 |
| clg_setpoint | 1.4699153 |
| co2_emission | 0.0 |
| day_of_month | -0.87110996 |
| diffuse_solar_radiation | -0.34379062 |
| direct_solar_radiation | -0.61416656 |
| hour | -0.5053881 |
| htg_setpoint | -0.18444064 |
| month | -1.5913595 |
| outdoor_humidity | -1.3395867 |
| outdoor_temperature | -2.0135953 |
| people_occupant | 1.6950265 |
| total_electricity_HVAC | 0.097910084 |
| wind_direction | -0.97597903 |
| wind_speed | -1.0621798 |
| observation/ | |
| HVAC_electricity_demand_rate | 3584.5242 |
| air_humidity | 22.003574 |
| air_temperature | 20.939362 |
| clg_setpoint | 30.0 |
| co2_emission | 0.0 |
| day_of_month | 8.0 |
| diffuse_solar_radiation | 39.5 |
| direct_solar_radiation | 0.0 |
| hour | 8.0 |
| htg_setpoint | 17.18734 |
| month | 1.0 |
| outdoor_humidity | 40.75 |
| outdoor_temperature | -7.15001 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 3238257.5 |
| wind_direction | 80.0 |
| wind_speed | 2.35 |
-------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 2%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | 1.0 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 23.25 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.123212904 |
| air_humidity | 0.04762558 |
| air_temperature | 0.43311608 |
| clg_setpoint | -1.0828459 |
| co2_emission | 0.0 |
| day_of_month | -0.7571959 |
| diffuse_solar_radiation | 0.47735372 |
| direct_solar_radiation | -0.56069905 |
| hour | -0.36092323 |
| htg_setpoint | -0.9103977 |
| month | -1.589764 |
| outdoor_humidity | 1.438465 |
| outdoor_temperature | -1.081263 |
| people_occupant | 1.6947054 |
| total_electricity_HVAC | -0.15068075 |
| wind_direction | 1.2791225 |
| wind_speed | -1.1859752 |
| observation/ | |
| HVAC_electricity_demand_rate | 2456.03 |
| air_humidity | 37.481216 |
| air_temperature | 23.24951 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 9.0 |
| diffuse_solar_radiation | 120.25 |
| direct_solar_radiation | 13.25 |
| hour | 9.0 |
| htg_setpoint | 14.132099 |
| month | 1.0 |
| outdoor_humidity | 98.25 |
| outdoor_temperature | 1.9435291 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2223711.5 |
| wind_direction | 317.5 |
| wind_speed | 2.05 |
--------------------------------------------------
--------------------------------------------------------------------------------------------------------------| 3%
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.09600639 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.084965 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | 0.27131873 |
| air_humidity | -0.58198196 |
| air_temperature | 0.43320337 |
| clg_setpoint | -1.0827888 |
| co2_emission | 0.0 |
| day_of_month | -0.6433626 |
| diffuse_solar_radiation | 0.78260267 |
| direct_solar_radiation | -0.21390428 |
| hour | -0.21645942 |
| htg_setpoint | -1.4168515 |
| month | -1.5881734 |
| outdoor_humidity | -0.16827175 |
| outdoor_temperature | -1.5561342 |
| people_occupant | 1.6943847 |
| total_electricity_HVAC | 0.23883504 |
| wind_direction | 1.4682914 |
| wind_speed | 0.00478402 |
| observation/ | |
| HVAC_electricity_demand_rate | 4163.4297 |
| air_humidity | 29.238049 |
| air_temperature | 23.249308 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 150.25 |
| direct_solar_radiation | 99.5 |
| hour | 10.0 |
| htg_setpoint | 12.0 |
| month | 1.0 |
| outdoor_humidity | 65.0 |
| outdoor_temperature | -2.7060285 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 3816650.5 |
| wind_direction | 337.5 |
| wind_speed | 4.925 |
-------------------------------------------------
-------------------------------------------------
| action_network/ | |
| Cooling_Setpoint_RL | -1.0 |
| Heating_Setpoint_RL | -0.08584058 |
| action_simulation/ | |
| Cooling_Setpoint_RL | 23.25 |
| Heating_Setpoint_RL | 17.142147 |
| normalized_observation/ | |
| HVAC_electricity_demand_rate | -0.1326249 |
| air_humidity | -1.0924978 |
| air_temperature | 0.43321893 |
| clg_setpoint | -1.0825952 |
| co2_emission | 0.0 |
| day_of_month | -0.6432877 |
| diffuse_solar_radiation | -0.7451695 |
| direct_solar_radiation | -0.61390007 |
| hour | 0.79477185 |
| htg_setpoint | -0.6580516 |
| month | -1.587713 |
| outdoor_humidity | -1.1828625 |
| outdoor_temperature | -1.4059567 |
| people_occupant | 1.6940062 |
| total_electricity_HVAC | -0.16286215 |
| wind_direction | 0.4002884 |
| wind_speed | 0.53301185 |
| observation/ | |
| HVAC_electricity_demand_rate | 2415.9558 |
| air_humidity | 22.55221 |
| air_temperature | 23.249384 |
| clg_setpoint | 23.25 |
| co2_emission | 0.0 |
| day_of_month | 10.0 |
| diffuse_solar_radiation | 0.0 |
| direct_solar_radiation | 0.0 |
| hour | 17.0 |
| htg_setpoint | 15.193145 |
| month | 1.0 |
| outdoor_humidity | 44.0 |
| outdoor_temperature | -1.2422667 |
| people_occupant | 20.0 |
| total_electricity_HVAC | 2174360.0 |
| wind_direction | 225.0 |
| wind_speed | 6.2 |
| train/ | |
| approx_kl | 0.008568234 |
| clip_fraction | 0.0667 |
| clip_range | 0.2 |
| entropy_loss | -2.32 |
| explained_variance | 0.41 |
| learning_rate | 0.0003 |
| loss | 0.261 |
| n_updates | 860 |
| policy_gradient_loss | -0.012 |
| std | 0.777 |
| value_loss | 1.4 |
-------------------------------------------------
[10]:
<stable_baselines3.ppo.ppo.PPO at 0x7efe0a39d0f0>
Now, we save the current model (the model version when training has finished). We will save the mean and var normalization calibration in order to use it in model evaluation, although these values can be consulted later in a txt saved in Sinergym training output. Visit NormalizeObservation wrapper documentation for more information.
[11]:
model.save(str(env.get_wrapper_attr('timestep_per_episode'))+ '/' + experiment_name)
# Save observation normalization calibration
if hasattr(env, 'mean') and hasattr(env, 'var'):
training_mean = env.get_wrapper_attr('mean')
training_var = env.get_wrapper_attr('var')
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.mean to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.mean` for environment variables or `env.get_wrapper_attr('mean')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.var to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.var` for environment variables or `env.get_wrapper_attr('var')` that will search the reminding wrappers.
logger.warn(
And as always, remember to close the environment.
[12]:
env.close()
[WRAPPER LoggerWrapper] (INFO) : End of episode, recording summary (progress.csv) if logger is active
[ENVIRONMENT] (INFO) : Environment closed. [SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05]
[WRAPPER NormalizeObservation] (INFO) : Saving normalization calibration data... [SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05]
Progress: |***************************************************************************************************| 99%
Finally, we need to upload all Sinergym output as wandb artifacts. This output includes all sinergym_output (and LoggerWrapper CSV files) and models generated during training and evaluation episodes.
[13]:
artifact = wandb.Artifact(
name="experiment1",
type="training")
artifact.add_dir(
env.get_wrapper_attr('workspace_path'),
name='training_output/')
artifact.add_dir(
eval_env.get_wrapper_attr('workspace_path'),
name='evaluation_output/')
run.log_artifact(artifact)
# wandb has finished
run.finish()
wandb: Adding directory to artifact (/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05-res35041)... Done. 0.2s
wandb: Adding directory to artifact (/workspaces/sinergym/examples/Eplus-env-SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05_EVALUATION-res35041)... Done. 0.1s
wandb: WARNING Source type is set to 'repo' but some required information is missing from the environment. A job will not be created from this run. See https://docs.wandb.ai/guides/launch/create-job
Run history:
| action_network/Cooling_Setpoint_RL | ▅▁▆█████▇▁▁▅▆█▁▁▁█▄█▃▁█▅▃█▁▁▁▁▂▆▅▆▁▅▅▅▃█ |
| action_network/Heating_Setpoint_RL | ▁▃▂▂▆▄▅▆▃▆▁▂▁▄▁▁█▁▂▄▇▆█▂▇▇▄▄▇█▄▄▅▁▇███▆▇ |
| action_simulation/Cooling_Setpoint_RL | ▅▁▆█████▇▁▁▅▆█▁▁▁█▄█▃▁█▅▃█▁▁▁▁▂▆▅▆▁▅▅▅▃█ |
| action_simulation/Heating_Setpoint_RL | ▁▃▂▂▆▄▅▆▃▆▁▂▁▄▁▁█▁▂▄▇▆█▂▇▇▄▄▇█▄▄▅▁▇███▆▇ |
| episode/comfort_violation_time(%) | █▃▁ |
| episode/cumulative_abs_comfort_penalty | ▁▄█ |
| episode/cumulative_abs_energy_penalty | █▁▁ |
| episode/cumulative_power_demand | ▁██ |
| episode/cumulative_reward | █▁▄ |
| episode/cumulative_reward_comfort_term | ▁▄█ |
| episode/cumulative_reward_energy_term | █▁▁ |
| episode/cumulative_temperature_violation | █▅▁ |
| episode/episode_length | ▁██ |
| episode/episode_num | ▁▅█ |
| episode/mean_abs_comfort_penalty | ▁▇█ |
| episode/mean_abs_energy_penalty | █▂▁ |
| episode/mean_power_demand | ▁▇█ |
| episode/mean_reward | ▁▇█ |
| episode/mean_reward_comfort_term | ▁▇█ |
| episode/mean_reward_energy_term | █▂▁ |
| episode/mean_temperature_violation | █▂▁ |
| eval/comfort_violation(%) | █▁ |
| eval/cumulative_absolute_comfort_penalty | ▁█ |
| eval/cumulative_absolute_energy_penalty | █▁ |
| eval/cumulative_power_demand | ▁█ |
| eval/cumulative_reward | ▁█ |
| eval/cumulative_reward_comfort_term | ▁█ |
| eval/cumulative_reward_energy_term | █▁ |
| eval/cumulative_temperature_violation | █▁ |
| eval/episode_length | ▁▁ |
| eval/mean_absolute_comfort_penalty | ▁█ |
| eval/mean_absolute_energy_penalty | █▁ |
| eval/mean_power_demand | ▁█ |
| eval/mean_reward | ▁█ |
| eval/mean_reward_comfort_term | ▁█ |
| eval/mean_reward_energy_term | █▁ |
| eval/mean_temperature_violation | █▁ |
| eval/std_cumulative_reward | ▁▁ |
| eval/std_mean_reward | ▁▁ |
| normalized_observation/HVAC_electricity_demand_rate | ▁▃▁▃▁▂▁█▃▂▁▂▂▁▁▃▂▁▁▃▁▁▂▇▂▁▁▄▁▂▁▆▂▃▁▁▃▃▆▂ |
| normalized_observation/air_humidity | ▃▄▄▆▅▄▇▄▄▅▁▆▃▁▁▂▆▄▃▅▁▆▂▂▅▃▅▇▅▇▃▃▃▆▅▄▅█▃▅ |
| normalized_observation/air_temperature | ▇▄▅▅▅▅▅▄▄▄▇█▆▆▆▄▄▄▅▆▅▅▄▅▁▄▇▆█▆▅▆▂▆▅▅▆▆▆▃ |
| normalized_observation/clg_setpoint | ▃▁█▂██▆▇▂█▃▄▂█▁█▇▇▇▆▅█▂█▇█▃▂▅▂▃▄█▇▃█▇▂▄█ |
| normalized_observation/co2_emission | ▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁ |
| normalized_observation/day_of_month | █▅▃█▅▆▃█▅▂▃█▅▂▇█▅▂▇▄▅▂▇▅▁▃▇▅▂▇▇▅▁▇▄▅▂▇▄▁ |
| normalized_observation/diffuse_solar_radiation | ▂▁▁▁▁▂▃▁▁▂▄▅▇▄▃▁▁▁▁▁▂▂▁▁▁▇▅▄█▄▁▁▁▁▁▂▁▁▁▁ |
| normalized_observation/direct_solar_radiation | ▆▁▁▁▁█▄▁▁▃█▆▅▁▆▁▁▁▁▁▁▁▂▁▁▄▁▇▃▁▁▁▁▁▁▃▂▁▁▁ |
| normalized_observation/hour | ▅████▂▂▂▂▂▅▅▅▅▅█████▂▂▂▂▁▄▄▄▄▄▇▇▇▇▇▁▁▁▁▁ |
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| normalized_observation/outdoor_humidity | ▄▆▄▆█▄█▆██▁▄▆▆▂▄▇▇▆█▇▇▆▆▅▄▆▆▄▆▄▆▃▅▆▇▆█▆▅ |
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| observation/HVAC_electricity_demand_rate | ▁▄▁▃▁▁▁█▃▂▁▂▂▁▁▃▂▁▁▃▁▁▂█▂▁▁▄▁▂▁▆▂▃▁▁▃▃▆▁ |
| observation/air_humidity | ▃▃▃▆▅▄▇▄▄▅▁▅▃▁▁▃▆▄▃▅▁▆▂▂▄▃▅▇▅▇▃▃▃▆▅▄▅█▃▅ |
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| observation/clg_setpoint | ▃▁█▂██▆▇▂█▃▄▂█▁█▇▇▇▆▅█▁█▇█▂▂▅▁▃▃█▇▃█▇▁▃█ |
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| observation/day_of_month | ▄▅▃█▅▆▃█▅▂▃█▅▂▇█▅▂▇▄▅▂▇▅▁▃▇▅▂▇▇▅▁▇▄▅▂▇▄▁ |
| observation/diffuse_solar_radiation | ▂▁▁▁▁▃▃▁▁▂▃▅▇▄▃▁▁▁▁▁▂▂▁▁▁▆▅▄█▄▁▁▁▁▁▂▁▁▁▁ |
| observation/direct_solar_radiation | ▅▁▁▁▁█▅▁▁▃█▆▅▁▆▁▁▁▁▁▁▁▂▁▁▃▁▇▃▁▁▁▁▁▁▃▂▁▁▁ |
| observation/hour | ▅████▂▂▂▂▂▅▅▅▅▅█████▂▂▂▂▁▄▄▄▄▄▇▇▇▇▇▁▁▁▁▁ |
| observation/htg_setpoint | █▆▅█▁▁▄█▆▇▁▅▂▁▁▇▆▅▂█▁▁▇█▃▂▆▇▄█▅█▂█▂▃███▆ |
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| observation/outdoor_humidity | ▃▆▃▆█▄█▆██▁▄▆▆▂▄▇▇▆█▇▇▆▆▅▄▆▆▄▆▄▇▃▆▆▇▆█▆▅ |
| observation/outdoor_temperature | ▄▃▄▆▇█▅▄▄▃▆██▇▄▄▃▃▄▆▇▆▃▃▂▄▅█▇▆▅▃▁▆▅▇▅▆▄▂ |
| observation/people_occupant | █▁▁▁▁▁▁▁▁▁██▁▁█▁▁▁▁▁▁▁▁▁▁▁▇▇▇▇▁▁▁▁▁▁▁▁▁▁ |
| observation/total_electricity_HVAC | ▁▅▁▃▁▁▁█▃▂▁▂▂▁▁▃▁▁▁▃▁▁▁█▂▁▁▃▁▂▁▆▂▃▁▁▃▃▆▁ |
| observation/wind_direction | ▆▆▇▁▅█▆▇▃▆▇▄▅▂▁▇▆▃▃▅▆▂▁█▇▂▃▅▂▂▆▆▇▁▃▇▂█▇▇ |
| observation/wind_speed | ▂▃▆▁▃▄▃▅▅▂█▅▄▃▅▆▅▄▃▃▃▂▁▃▆▆▄▄▄▃▃▄▅▅▃▃▃▁▄▅ |
| time/total_timesteps | ▁█ |
| train/approx_kl | ▃▅▃▄▅▄▄▅▁▁▄▆▅█▄▄▂▆▇▂▅▆▄▄▅▄▇▄▆▆▇▆▂▄▇▅▅▃██ |
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| train/entropy_loss | ▁▂▂▂▂▁▁▂▂▂▂▃▃▃▃▄▃▄▄▄▄▅▅▅▅▅▆▆▆▅▅▆▆▆▇▇▇▇▇█ |
| train/explained_variance | ▁▇▇▇▆█▂▅▅█▆▆▆▇▄▇▆▇▅▄▇▇▄██▇▇▃▆▇▆█▇▇▇▄▇▇▆█ |
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| train/loss | ▄▄█▆▃▃▂▁█▃▂▁▂▁▁▁▂▂▁▁▁▁▁▁▁▁▁▁▂▁▁▁▁▁▁▁▁▁▁▁ |
| train/n_updates | ▁▁▁▁▂▂▂▂▂▃▃▃▃▃▃▄▄▄▄▄▅▅▅▅▅▅▆▆▆▆▆▇▇▇▇▇▇███ |
| train/policy_gradient_loss | ▅▆▆▅▆▅▆▂██▆▅▅▁▆▅▇▃▃▇▆▃▄▅▄▅▄▆▄▄▃▄▆▅▃▅▆▅▃▄ |
| train/std | ▇▇▇▇▇██▇▇▇▆▆▆▆▆▅▅▅▅▄▄▄▄▄▄▄▃▃▃▄▃▃▃▃▂▂▂▂▁▁ |
| train/value_loss | █▄▄▃▃▂▂▁▅▂▂▂▁▁▁▁▂▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁ |
Run summary:
| action_network/Cooling_Setpoint_RL | -1.0 |
| action_network/Heating_Setpoint_RL | -0.08584 |
| action_simulation/Cooling_Setpoint_RL | 23.25 |
| action_simulation/Heating_Setpoint_RL | 17.14215 |
| episode/comfort_violation_time(%) | 15.59142 |
| episode/cumulative_abs_comfort_penalty | -6121.24092 |
| episode/cumulative_abs_energy_penalty | -216526173.95324 |
| episode/cumulative_power_demand | 216526173.95324 |
| episode/cumulative_reward | -13886.92969 |
| episode/cumulative_reward_comfort_term | -3060.62046 |
| episode/cumulative_reward_energy_term | -10826.3087 |
| episode/cumulative_temperature_violation | 6121.24092 |
| episode/episode_length | 70077 |
| episode/episode_num | 3 |
| episode/mean_abs_comfort_penalty | -0.08735 |
| episode/mean_abs_energy_penalty | -3089.83224 |
| episode/mean_power_demand | 3089.83224 |
| episode/mean_reward | -0.19817 |
| episode/mean_reward_comfort_term | -0.04368 |
| episode/mean_reward_energy_term | -0.15449 |
| episode/mean_temperature_violation | 0.08735 |
| eval/comfort_violation(%) | 21.31564 |
| eval/cumulative_absolute_comfort_penalty | -5412.31178 |
| eval/cumulative_absolute_energy_penalty | -99552496.46387 |
| eval/cumulative_power_demand | 99552496.46387 |
| eval/cumulative_reward | -7683.78072 |
| eval/cumulative_reward_comfort_term | -2706.15589 |
| eval/cumulative_reward_energy_term | -4977.62482 |
| eval/cumulative_temperature_violation | 5412.31178 |
| eval/episode_length | 35040.0 |
| eval/mean_absolute_comfort_penalty | -0.15446 |
| eval/mean_absolute_energy_penalty | -2841.11006 |
| eval/mean_power_demand | 2841.11006 |
| eval/mean_reward | -0.21929 |
| eval/mean_reward_comfort_term | -0.07723 |
| eval/mean_reward_energy_term | -0.14206 |
| eval/mean_temperature_violation | 0.15446 |
| eval/std_cumulative_reward | 0.0 |
| eval/std_mean_reward | 0.0 |
| normalized_observation/HVAC_electricity_demand_rate | -0.13262 |
| normalized_observation/air_humidity | -1.0925 |
| normalized_observation/air_temperature | 0.43322 |
| normalized_observation/clg_setpoint | -1.0826 |
| normalized_observation/co2_emission | 0.0 |
| normalized_observation/day_of_month | -0.64329 |
| normalized_observation/diffuse_solar_radiation | -0.74517 |
| normalized_observation/direct_solar_radiation | -0.6139 |
| normalized_observation/hour | 0.79477 |
| normalized_observation/htg_setpoint | -0.65805 |
| normalized_observation/month | -1.58771 |
| normalized_observation/outdoor_humidity | -1.18286 |
| normalized_observation/outdoor_temperature | -1.40596 |
| normalized_observation/people_occupant | 1.69401 |
| normalized_observation/total_electricity_HVAC | -0.16286 |
| normalized_observation/wind_direction | 0.40029 |
| normalized_observation/wind_speed | 0.53301 |
| observation/HVAC_electricity_demand_rate | 2415.95581 |
| observation/air_humidity | 22.55221 |
| observation/air_temperature | 23.24938 |
| observation/clg_setpoint | 23.25 |
| observation/co2_emission | 0.0 |
| observation/day_of_month | 10.0 |
| observation/diffuse_solar_radiation | 0.0 |
| observation/direct_solar_radiation | 0.0 |
| observation/hour | 17.0 |
| observation/htg_setpoint | 15.19314 |
| observation/month | 1.0 |
| observation/outdoor_humidity | 44.0 |
| observation/outdoor_temperature | -1.24227 |
| observation/people_occupant | 20.0 |
| observation/total_electricity_HVAC | 2174360.0 |
| observation/wind_direction | 225.0 |
| observation/wind_speed | 6.2 |
| time/total_timesteps | 140154 |
| train/approx_kl | 0.00857 |
| train/clip_fraction | 0.06665 |
| train/clip_range | 0.2 |
| train/entropy_loss | -2.31621 |
| train/explained_variance | 0.41018 |
| train/learning_rate | 0.0003 |
| train/loss | 0.26118 |
| train/n_updates | 860 |
| train/policy_gradient_loss | -0.01197 |
| train/std | 0.77688 |
| train/value_loss | 1.40151 |
View run SB3_PPO-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:05_sf6wp7r8 at: https://wandb.ai/alex_ugr/sinergym/runs/y215gzyw
Synced 5 W&B file(s), 0 media file(s), 162 artifact file(s) and 0 other file(s)
Synced 5 W&B file(s), 0 media file(s), 162 artifact file(s) and 0 other file(s)
Find logs at:
./wandb/run-20240425_140538-y215gzyw/logsAll experiment results are stored locally, but you can also view the execution in wandb:
When you check your projects, you’ll see the execution allocated:
The training experiment’s tracked hyperparameters:
Registered artifacts (if evaluation is enabled, the best model is also registered):
Real-time visualization of metrics:
25.2. Loading a model
We’ll be using the load_agent.py script located in the repository root. This script leverages all the capabilities of Sinergym for working with loaded deep reinforcement learning models and sets parameters for everything, allowing us to easily define load options via a JSON file when executing the script.
For more details on how to run load_agent.py, please refer to Load a trained model.
First, we’ll define the Sinergym environment ID where we want to test the loaded agent and the name of the evaluation experiment.
[14]:
# Environment ID
environment = "Eplus-5zone-mixed-continuous-stochastic-v1"
# Episodes
episodes=5
# Evaluation name
evaluation_date = datetime.today().strftime('%Y-%m-%d_%H:%M')
evaluation_name = 'SB3_PPO-EVAL-' + environment + \
'-episodes-' + str(episodes)
evaluation_name += '_' + evaluation_date
We can also use wandb here. We can allocate this evaluation of a loaded model to a different project to avoid merging experiments.
[15]:
# Create wandb.config object in order to log all experiment params
experiment_params = {
'sinergym-version': sinergym.__version__,
'python-version': sys.version
}
experiment_params.update({'environment':environment,
'episodes':episodes,
'algorithm':'SB3_PPO'})
# Get wandb init params (you have to specify your own project and entity)
wandb_params = {"project": 'sinergym_evaluations',
"entity": 'alex_ugr'}
# Init wandb entry
run = wandb.init(
name=experiment_name + '_' + wandb.util.generate_id(),
config=experiment_params,
** wandb_params
)
wandb version 0.16.6 is available! To upgrade, please run:
$ pip install wandb --upgrade
Tracking run with wandb version 0.16.3
Run data is saved locally in
/workspaces/sinergym/examples/wandb/run-20240425_141242-97sec0tw
View project at https://wandb.ai/alex_ugr/sinergym_evaluations
We’ll create the Gym environment, but it’s important to wrap the environment with the same wrappers used during training. We can use the evaluation experiment name to rename the environment.
Note: If you are loading a pre-trained model and using the observation space normalization wrapper, you should use the means and variations calibrated during the training process for a fair evaluation. The next code specifies this aspect, those mean and var values are written in Sinergym training output as txt file automatically if you want to consult it later. You can use the list/numpy array values or set the txt path directly in the field constructor. It is also important to deactivate calibration update during evaluations. Check the documentation on the wrapper for more information.
[16]:
env = gym.make(environment, env_name=evaluation_name)
env = NormalizeObservation(env, mean = training_mean, var = training_var, automatic_update=False)
env = NormalizeAction(env)
env = LoggerWrapper(env)
#==============================================================================================#
[ENVIRONMENT] (INFO) : Creating Gymnasium environment... [SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12]
#==============================================================================================#
[MODELING] (INFO) : Experiment working directory created [/workspaces/sinergym/examples/Eplus-env-SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12-res35041]
[MODELING] (INFO) : Model Config is correct.
[MODELING] (INFO) : Updated building model with whole Output:Variable available names
[MODELING] (INFO) : Updated building model with whole Output:Meter available names
[MODELING] (INFO) : runperiod established: {'start_day': 1, 'start_month': 1, 'start_year': 1991, 'end_day': 31, 'end_month': 12, 'end_year': 1991, 'start_weekday': 0, 'n_steps_per_hour': 4}
[MODELING] (INFO) : Episode length (seconds): 31536000.0
[MODELING] (INFO) : timestep size (seconds): 900.0
[MODELING] (INFO) : timesteps per episode: 35040
[REWARD] (INFO) : Reward function initialized.
[ENVIRONMENT] (INFO) : Environment SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12 created successfully.
[WRAPPER NormalizeObservation] (INFO) : Wrapper initialized.
[WRAPPER NormalizeAction] (INFO) : New normalized action Space: Box(-1.0, 1.0, (2,), float32)
[WRAPPER NormalizeAction] (INFO) : Wrapper initialized
[WRAPPER LoggerWrapper] (INFO) : Wrapper initialized.
We’ll load the Stable Baselines 3 DQN model from our local computer, but we could also use a remote model stored in wandb from another training experiment.
[18]:
# get wandb artifact path (to load model)
load_artifact_entity = 'alex_ugr'
load_artifact_project = 'sinergym'
load_artifact_name = 'experiment1'
load_artifact_tag = 'latest'
load_artifact_model_path = 'evaluation_output/best_model/model.zip'
wandb_path = load_artifact_entity + '/' + load_artifact_project + \
'/' + load_artifact_name + ':' + load_artifact_tag
# Download artifact
artifact = run.use_artifact(wandb_path)
artifact.get_path(load_artifact_model_path).download('.')
# Set model path to local wandb file downloaded
model_path = './' + load_artifact_model_path
model = DQN.load(model_path)
As you can see, the wandb model we want to load can come from an artifact of a different entity or project than the one we’re using to register the evaluation of the loaded model, as long as it’s accessible. The next step is to use the model to predict actions and interact with the environment to collect data for model evaluation.
[17]:
for i in range(episodes):
obs, info = env.reset()
rewards = []
truncated = terminated = False
current_month = 0
while not (terminated or truncated):
a, _ = model.predict(obs)
obs, reward, terminated, truncated, info = env.step(a)
rewards.append(reward)
if info['month'] != current_month:
current_month = info['month']
print(info['month'], sum(rewards))
print(
'Episode ',
i,
'Mean reward: ',
np.mean(rewards),
'Cumulative reward: ',
sum(rewards))
env.close()
#----------------------------------------------------------------------------------------------#
[ENVIRONMENT] (INFO) : Starting a new episode... [SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12] [Episode 1]
#----------------------------------------------------------------------------------------------#
[MODELING] (INFO) : Episode directory created [/workspaces/sinergym/examples/Eplus-env-SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12-res35041/Eplus-env-sub_run1]
[MODELING] (INFO) : Weather file USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3.epw used.
[MODELING] (INFO) : Adapting weather to building model. [USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3.epw]
[ENVIRONMENT] (INFO) : Saving episode output path... [/workspaces/sinergym/examples/Eplus-env-SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12-res35041/Eplus-env-sub_run1/output]
[SIMULATOR] (INFO) : Running EnergyPlus with args: ['-w', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12-res35041/Eplus-env-sub_run1/USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3_Random_1.0_0.0_0.001.epw', '-d', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12-res35041/Eplus-env-sub_run1/output', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12-res35041/Eplus-env-sub_run1/5ZoneAutoDXVAV.epJSON']
[ENVIRONMENT] (INFO) : Episode 1 started.
/usr/local/lib/python3.10/dist-packages/opyplus/weather_data/weather_data.py:493: FutureWarning: the 'line_terminator'' keyword is deprecated, use 'lineterminator' instead.
epw_content = self._headers_to_epw(use_datetimes=use_datetimes) + df.to_csv(
[SIMULATOR] (INFO) : handlers initialized.
[SIMULATOR] (INFO) : handlers are ready.
[SIMULATOR] (INFO) : System is ready.
[WRAPPER NormalizeObservation] (INFO) : Saving normalization calibration data... [SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12]
[WRAPPER LoggerWrapper] (INFO) : Creating monitor.csv for current episode (episode 1) if logger is active
1 -1.8158328975728835
Progress: |*--------------------------------------------------------------------------------------------------| 1%
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.name to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.name` for environment variables or `env.get_wrapper_attr('name')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/spaces/box.py:240: UserWarning: WARN: Casting input x to numpy array.
gym.logger.warn("Casting input x to numpy array.")
2 -825.6461114436989------------------------------------------------------------------------------------------| 9%
3 -1583.674482071334*******-----------------------------------------------------------------------------------| 16%
4 -2114.65310683112*****************--------------------------------------------------------------------------| 25%
5 -2518.8444798274136***********************------------------------------------------------------------------| 33%
6 -2921.5352530776304*******************************----------------------------------------------------------| 41%
7 -3482.58416838421******************************************-------------------------------------------------| 50%
8 -4116.343134653357************************************************------------------------------------------| 58%
9 -4691.630422285105*********************************************************---------------------------------| 66%
10 -5247.38708141432******************************************************************------------------------| 75%
11 -5649.831327954082*************************************************************************----------------| 83%
12 -6129.887208866012*********************************************************************************--------| 91%
Progress: |***************************************************************************************************| 99%
Episode 0 Mean reward: -0.19307885031970243 Cumulative reward: -6765.482915202002
[WRAPPER LoggerWrapper] (INFO) : End of episode detected, recording summary (progress.csv) if logger is active
#----------------------------------------------------------------------------------------------#
[ENVIRONMENT] (INFO) : Starting a new episode... [SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12] [Episode 2]
#----------------------------------------------------------------------------------------------#
[MODELING] (INFO) : Episode directory created [/workspaces/sinergym/examples/Eplus-env-SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12-res35041/Eplus-env-sub_run2]
[MODELING] (INFO) : Weather file USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3.epw used.
[MODELING] (INFO) : Adapting weather to building model. [USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3.epw]
[ENVIRONMENT] (INFO) : Saving episode output path... [/workspaces/sinergym/examples/Eplus-env-SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12-res35041/Eplus-env-sub_run2/output]
[SIMULATOR] (INFO) : Running EnergyPlus with args: ['-w', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12-res35041/Eplus-env-sub_run2/USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3_Random_1.0_0.0_0.001.epw', '-d', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12-res35041/Eplus-env-sub_run2/output', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12-res35041/Eplus-env-sub_run2/5ZoneAutoDXVAV.epJSON']
[ENVIRONMENT] (INFO) : Episode 2 started.
/usr/local/lib/python3.10/dist-packages/opyplus/weather_data/weather_data.py:493: FutureWarning: the 'line_terminator'' keyword is deprecated, use 'lineterminator' instead.
epw_content = self._headers_to_epw(use_datetimes=use_datetimes) + df.to_csv(
[SIMULATOR] (INFO) : handlers are ready.
[SIMULATOR] (INFO) : System is ready.
[WRAPPER NormalizeObservation] (INFO) : Saving normalization calibration data... [SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12]
[WRAPPER LoggerWrapper] (INFO) : Creating monitor.csv for current episode (episode 2) if logger is active
1 -1.8579781542716776
Progress: |*--------------------------------------------------------------------------------------------------| 1%
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.name to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.name` for environment variables or `env.get_wrapper_attr('name')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/spaces/box.py:240: UserWarning: WARN: Casting input x to numpy array.
gym.logger.warn("Casting input x to numpy array.")
2 -849.6974282789123------------------------------------------------------------------------------------------| 9%
3 -1617.9671499241917******-----------------------------------------------------------------------------------| 16%
4 -2156.5752483040997***************--------------------------------------------------------------------------| 25%
5 -2552.019842192101************************------------------------------------------------------------------| 33%
6 -2952.356589942441********************************----------------------------------------------------------| 41%
7 -3548.4779550246153****************************************-------------------------------------------------| 50%
8 -4170.818276142834************************************************------------------------------------------| 58%
9 -4726.033888119112*********************************************************---------------------------------| 66%
10 -5269.103372582413*****************************************************************------------------------| 75%
11 -5667.825161163072*************************************************************************----------------| 83%
12 -6119.9367009674625********************************************************************************--------| 91%
Progress: |***************************************************************************************************| 99%
Episode 1 Mean reward: -0.19264884234536714 Cumulative reward: -6750.415435781299
[WRAPPER LoggerWrapper] (INFO) : End of episode detected, recording summary (progress.csv) if logger is active
#----------------------------------------------------------------------------------------------#
[ENVIRONMENT] (INFO) : Starting a new episode... [SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12] [Episode 3]
#----------------------------------------------------------------------------------------------#
[MODELING] (INFO) : Episode directory created [/workspaces/sinergym/examples/Eplus-env-SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12-res35041/Eplus-env-sub_run3]
[MODELING] (INFO) : Weather file USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3.epw used.
[MODELING] (INFO) : Adapting weather to building model. [USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3.epw]
[ENVIRONMENT] (INFO) : Saving episode output path... [/workspaces/sinergym/examples/Eplus-env-SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12-res35041/Eplus-env-sub_run3/output]
[SIMULATOR] (INFO) : Running EnergyPlus with args: ['-w', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12-res35041/Eplus-env-sub_run3/USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3_Random_1.0_0.0_0.001.epw', '-d', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12-res35041/Eplus-env-sub_run3/output', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12-res35041/Eplus-env-sub_run3/5ZoneAutoDXVAV.epJSON']
[ENVIRONMENT] (INFO) : Episode 3 started.
/usr/local/lib/python3.10/dist-packages/opyplus/weather_data/weather_data.py:493: FutureWarning: the 'line_terminator'' keyword is deprecated, use 'lineterminator' instead.
epw_content = self._headers_to_epw(use_datetimes=use_datetimes) + df.to_csv(
[SIMULATOR] (INFO) : handlers are ready.
[SIMULATOR] (INFO) : System is ready.
[WRAPPER NormalizeObservation] (INFO) : Saving normalization calibration data... [SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12]
[WRAPPER LoggerWrapper] (INFO) : Creating monitor.csv for current episode (episode 3) if logger is active
1 -1.8406577642818436
Progress: |*--------------------------------------------------------------------------------------------------| 1%
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.name to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.name` for environment variables or `env.get_wrapper_attr('name')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/spaces/box.py:240: UserWarning: WARN: Casting input x to numpy array.
gym.logger.warn("Casting input x to numpy array.")
2 -858.8870751040168------------------------------------------------------------------------------------------| 9%
3 -1640.2572212169603******-----------------------------------------------------------------------------------| 16%
4 -2173.3615273516752***************--------------------------------------------------------------------------| 25%
5 -2567.4942835104775***********************------------------------------------------------------------------| 33%
6 -2968.6280354362952*******************************----------------------------------------------------------| 41%
7 -3538.5972325183766****************************************-------------------------------------------------| 50%
8 -4171.6446925544315***********************************************------------------------------------------| 58%
9 -4735.831685025527*********************************************************---------------------------------| 66%
10 -5284.723659082678*****************************************************************------------------------| 75%
11 -5679.66045583139**************************************************************************----------------| 83%
12 -6127.73952783132**********************************************************************************--------| 91%
Progress: |***************************************************************************************************| 99%
Episode 2 Mean reward: -0.19279340910171985 Cumulative reward: -6755.48105492389
[WRAPPER LoggerWrapper] (INFO) : End of episode detected, recording summary (progress.csv) if logger is active
#----------------------------------------------------------------------------------------------#
[ENVIRONMENT] (INFO) : Starting a new episode... [SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12] [Episode 4]
#----------------------------------------------------------------------------------------------#
[MODELING] (INFO) : Episode directory created [/workspaces/sinergym/examples/Eplus-env-SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12-res35041/Eplus-env-sub_run4]
[MODELING] (INFO) : Weather file USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3.epw used.
[MODELING] (INFO) : Adapting weather to building model. [USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3.epw]
[ENVIRONMENT] (INFO) : Saving episode output path... [/workspaces/sinergym/examples/Eplus-env-SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12-res35041/Eplus-env-sub_run4/output]
[SIMULATOR] (INFO) : Running EnergyPlus with args: ['-w', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12-res35041/Eplus-env-sub_run4/USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3_Random_1.0_0.0_0.001.epw', '-d', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12-res35041/Eplus-env-sub_run4/output', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12-res35041/Eplus-env-sub_run4/5ZoneAutoDXVAV.epJSON']
[ENVIRONMENT] (INFO) : Episode 4 started.
/usr/local/lib/python3.10/dist-packages/opyplus/weather_data/weather_data.py:493: FutureWarning: the 'line_terminator'' keyword is deprecated, use 'lineterminator' instead.
epw_content = self._headers_to_epw(use_datetimes=use_datetimes) + df.to_csv(
[SIMULATOR] (INFO) : handlers are ready.
[SIMULATOR] (INFO) : System is ready.
[WRAPPER NormalizeObservation] (INFO) : Saving normalization calibration data... [SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12]
[WRAPPER LoggerWrapper] (INFO) : Creating monitor.csv for current episode (episode 4) if logger is active
1 -1.802620036649992
Progress: |*--------------------------------------------------------------------------------------------------| 1%
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.name to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.name` for environment variables or `env.get_wrapper_attr('name')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/spaces/box.py:240: UserWarning: WARN: Casting input x to numpy array.
gym.logger.warn("Casting input x to numpy array.")
2 -865.0126318855628------------------------------------------------------------------------------------------| 9%
3 -1634.1087758950055******-----------------------------------------------------------------------------------| 16%
4 -2166.249354525793****************--------------------------------------------------------------------------| 25%
5 -2564.899154157984************************------------------------------------------------------------------| 33%
6 -2954.509030649346********************************----------------------------------------------------------| 41%
7 -3534.052090008717*****************************************-------------------------------------------------| 50%
8 -4181.1340755771425***********************************************------------------------------------------| 58%
9 -4753.69884696025**********************************************************---------------------------------| 66%
10 -5287.422183004328*****************************************************************------------------------| 75%
11 -5689.531992249983*************************************************************************----------------| 83%
12 -6142.878211358592*********************************************************************************--------| 91%
Progress: |***************************************************************************************************| 99%
Episode 3 Mean reward: -0.19365136768455526 Cumulative reward: -6785.543923666379
[WRAPPER LoggerWrapper] (INFO) : End of episode detected, recording summary (progress.csv) if logger is active
#----------------------------------------------------------------------------------------------#
[ENVIRONMENT] (INFO) : Starting a new episode... [SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12] [Episode 5]
#----------------------------------------------------------------------------------------------#
[MODELING] (INFO) : Episode directory created [/workspaces/sinergym/examples/Eplus-env-SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12-res35041/Eplus-env-sub_run5]
[MODELING] (INFO) : Weather file USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3.epw used.
[MODELING] (INFO) : Adapting weather to building model. [USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3.epw]
[ENVIRONMENT] (INFO) : Saving episode output path... [/workspaces/sinergym/examples/Eplus-env-SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12-res35041/Eplus-env-sub_run5/output]
[SIMULATOR] (INFO) : Running EnergyPlus with args: ['-w', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12-res35041/Eplus-env-sub_run5/USA_NY_New.York-J.F.Kennedy.Intl.AP.744860_TMY3_Random_1.0_0.0_0.001.epw', '-d', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12-res35041/Eplus-env-sub_run5/output', '/workspaces/sinergym/examples/Eplus-env-SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12-res35041/Eplus-env-sub_run5/5ZoneAutoDXVAV.epJSON']
[ENVIRONMENT] (INFO) : Episode 5 started.
/usr/local/lib/python3.10/dist-packages/opyplus/weather_data/weather_data.py:493: FutureWarning: the 'line_terminator'' keyword is deprecated, use 'lineterminator' instead.
epw_content = self._headers_to_epw(use_datetimes=use_datetimes) + df.to_csv(
[SIMULATOR] (INFO) : handlers are ready.
[SIMULATOR] (INFO) : System is ready.
[WRAPPER NormalizeObservation] (INFO) : Saving normalization calibration data... [SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12]
[WRAPPER LoggerWrapper] (INFO) : Creating monitor.csv for current episode (episode 5) if logger is active
1 -1.9032154002097952
Progress: |*--------------------------------------------------------------------------------------------------| 1%
/usr/local/lib/python3.10/dist-packages/gymnasium/core.py:311: UserWarning: WARN: env.name to get variables from other wrappers is deprecated and will be removed in v1.0, to get this variable you can do `env.unwrapped.name` for environment variables or `env.get_wrapper_attr('name')` that will search the reminding wrappers.
logger.warn(
/usr/local/lib/python3.10/dist-packages/gymnasium/spaces/box.py:240: UserWarning: WARN: Casting input x to numpy array.
gym.logger.warn("Casting input x to numpy array.")
2 -861.1198148661161------------------------------------------------------------------------------------------| 9%
3 -1636.334966684399*******-----------------------------------------------------------------------------------| 16%
4 -2173.085233547737****************--------------------------------------------------------------------------| 25%
5 -2565.576821878193************************------------------------------------------------------------------| 33%
6 -2966.3778237083693*******************************----------------------------------------------------------| 41%
7 -3554.5977618101956****************************************-------------------------------------------------| 50%
8 -4197.099320556758************************************************------------------------------------------| 58%
9 -4779.131939877218*********************************************************---------------------------------| 66%
10 -5329.1488627496865****************************************************************------------------------| 75%
11 -5735.704156814079*************************************************************************----------------| 83%
12 -6195.491656153262*********************************************************************************--------| 91%
Progress: |***************************************************************************************************| 99%
Episode 4 Mean reward: -0.19466678964959738 Cumulative reward: -6821.124309321534
[WRAPPER LoggerWrapper] (INFO) : End of episode, recording summary (progress.csv) if logger is active
[ENVIRONMENT] (INFO) : Environment closed. [SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12]
[WRAPPER NormalizeObservation] (INFO) : Saving normalization calibration data... [SB3_PPO-EVAL-Eplus-5zone-mixed-continuous-stochastic-v1-episodes-5_2024-04-25_14:12]
Finally, we’ll register the evaluation data in wandb as an artifact for preservation.
[ ]:
artifact = wandb.Artifact(
name="evaluation1",
type="evaluating")
artifact.add_dir(
env.experiment_path,
name='evaluation_output/')
run.log_artifact(artifact)
# wandb has finished
run.finish()
wandb: Adding directory to artifact (/workspaces/sinergym/examples/Eplus-env-SB3_DQN-EVAL-Eplus-5zone-mixed-discrete-stochastic-v1-episodes-5_2023-08-03_13:36-res1)... Done. 0.1s
Waiting for W&B process to finish... (success).
View run SB3_DQN-Eplus-5zone-mixed-discrete-stochastic-v1-episodes-5_2023-08-03_13:33_hu200t1q at: https://wandb.ai/alex_ugr/sinergym_evaluations/runs/empzk2on
Synced 5 W&B file(s), 0 media file(s), 92 artifact file(s) and 0 other file(s)
Synced 5 W&B file(s), 0 media file(s), 92 artifact file(s) and 0 other file(s)
Find logs at:
./wandb/run-20230803_133654-empzk2on/logsThe results from the loaded model are stored locally, but you can also view the execution in wandb:
When you check the wandb project list, you’ll see that the sinergym_evaluations project has a new run:
The evaluation experiment’s tracked hyperparameters, and the previous training artifact used to load the model:
The registered artifact with Sinergym Output (and CSV files generated with the Logger Wrapper):
