sinergym.utils.wrappers.NormalizeObservation

class sinergym.utils.wrappers.NormalizeObservation(*args: Any, **kwargs: Any)

__init__(env, ranges={'Facility Total HVAC Electricity Demand Rate (Whole Building)': [173.6583692738386, 32595.57259261767], 'People Air Temperature (SPACE1-1 PEOPLE 1)': [0.0, 30.00826655379267], 'Site Diffuse Solar Radiation Rate per Area (Environment)': [0.0, 588.0], 'Site Direct Solar Radiation Rate per Area (Environment)': [0.0, 1033.0], 'Site Outdoor Air Drybulb Temperature (Environment)': [-31.05437255409474, 60.72839186915495], 'Site Outdoor Air Relative Humidity (Environment)': [3.0, 100.0], 'Site Wind Direction (Environment)': [0.0, 357.5], 'Site Wind Speed (Environment)': [0.0, 23.1], 'Space1-ClgSetP-RL': [21.0, 30.0], 'Space1-HtgSetP-RL': [15.0, 22.49999], 'Zone Air Relative Humidity (SPACE1-1)': [3.287277410867238, 87.60662171287048], 'Zone Air Temperature (SPACE1-1)': [15.22565264653451, 30.00826655379267], 'Zone People Occupant Count (SPACE1-1)': [0.0, 11.0], 'Zone Thermal Comfort Clothing Value (SPACE1-1 PEOPLE 1)': [0.0, 1.0], 'Zone Thermal Comfort Fanger Model PPD (SPACE1-1 PEOPLE 1)': [0.0, 98.37141259444684], 'Zone Thermal Comfort Mean Radiant Temperature (SPACE1-1 PEOPLE 1)': [0.0, 35.98853496778508], 'Zone Thermostat Cooling Setpoint Temperature (SPACE1-1)': [21.0, 30.0], 'Zone Thermostat Heating Setpoint Temperature (SPACE1-1)': [15.0, 22.49999046325684], 'comfort_penalty': [-6.508266553792669, -0.0], 'day': [1, 31], 'done': [False, True], 'hour': [0, 23], 'month': [1, 12], 'reward': [-3.550779087370951, -0.0086829184636919], 'time (seconds)': [0, 31536000], 'timestep': [0, 35040], 'total_power_no_units': [-3.259557259261767, -0.0173658369273838]})

Observations normalized to range [0, 1].

Parameters:

• env (object) – Original Sinergym environment.

• ranges – Observation variables ranges to apply normalization (rely on environment)

Methods

__init__(env[, ranges])	Observations normalized to range [0, 1].
get_unwrapped_obs()	Get last environment observation without normalization.
observation(obs)	Applies normalization to observation.

get_unwrapped_obs()

Get last environment observation without normalization.

Returns:

Last original observation.

Return type:

object

observation(obs)

Applies normalization to observation.

Parameters:

obs (object) – Original observation.

Returns:

Normalized observation.

Return type:

object