pywrdrb.parameters.TemperatureModel#
- class pywrdrb.parameters.TemperatureModel(model, start_date, activate_thermal_control, activate_input_bias_correction, Q_C_lstm_var_name, Q_i_lstm_var_name, cannonsville_storage_pct_lstm_var_name, PywrDRB_ML_plugin_path, disable_tqdm, debug, **kwargs)#
- __init__(model, start_date, activate_thermal_control, activate_input_bias_correction, Q_C_lstm_var_name, Q_i_lstm_var_name, cannonsville_storage_pct_lstm_var_name, PywrDRB_ML_plugin_path, disable_tqdm, debug, **kwargs)#
Methods
__init__
(model, start_date, ...)after
(self)before
(self)finish
(self)forecast
(Q_C, Q_i, cannonsville_storage_pct)get_all_values
(self)get_constant_value
(self)Return a constant value.
get_double_lower_bounds
(self)get_double_upper_bounds
(self)get_double_variables
(self)get_integer_lower_bounds
(self)get_integer_upper_bounds
(self)get_integer_variables
(self)get_value
(self, ScenarioIndex scenario_index)load
(cls, model, data)make_control_release
(Q_C, Q_i, ...)Make the thermal control release decision based on the LSTM model predictions.
register
(cls)reset
(self)set_double_variables
(self, double[)set_integer_variables
(self, int[)setup
(self)unregister
(cls)update
(Q_C, Q_i, cannonsville_storage_pct, ...)Forward the LSTM models to one step.
value
(self, Timestep ts, ...)Attributes
children
comment
str
double_size
'int'
integer_size
'int'
is_constant
is_variable
'bool'
model
name
parents
size
tags
dict