reservoirflow.models.BlackOil.set_scalers

BlackOil.set_scalers(scalers_dict: dict)

Set scalers configuration.

To change the scaling settings. Current settings can be shown under scalers_dict. By default the following settings are used:

scalers_dict = {
    'time':['MinMaxScaler', (0,1)],
    'space':['MinMaxScaler', (-1,1)],
    'pressure':['MinMaxScaler', (-1,1)],
    'rate':[None,None],
}

Note that by default rates are not scaled, time is scaled between 0 and 1, while space and pressure are scaled between -1 and 1. By default, MinMaxScaler is used for all dimensions.

Parameters:

scalers_dict (dict) – scalers setting as dict in the following format: {‘time’: [scaler_type, scaler_range]} were: * scaler_type is a string with the scaler name from the scalers module (e.g. ‘MinMax’). * scaler_range is a tuple of the output_range of the scaler e.g. (-1,1). The keys must be in [‘time’, ‘space’, ‘pressure’, ‘rate’].