flasc.data_processing.filtering.df_get_no_faulty_measurements

flasc.data_processing.filtering.df_get_no_faulty_measurements(df, turbine)

Get the number of faulty measurements for a specific turbine.

Parameters:

• df (pd.DataFrame) --

  Dataframe containing the turbine data, formatted in the generic SCADA data format. Namely, the dataframe should at the very least contain the columns:

  • Time of each measurement: time

  • Wind speed of each turbine: ws_000, ws_001, ...

  • Power production of each turbine: pow_000, pow_001, ...

• turbine (int) -- The turbine identifier for which the number of faulty measurements should be counted.

Returns:

Number of faulty measurements for the turbine.

Return type:

N_isnan (int)