Fault Diagnosis for Wind Turbines Based on ReliefF and eXtreme Gradient Boosting

Resumen

The algorithm described in this paper can be applied to the real-time fault diagnosis of wind turbine. By using this algorithm, the fault type of wind turbine can be determined according to the real-time monitoring parameters of SCADA system.