Research Article

A Fault and Capacity Loss Prediction Method of Wind Power Station under Extreme Weather

Table 3

Comparison table of fault discrimination accuracy score of different models.

ModelSVMRFXgboostLightGBMStackingImproved
stacking

accuracy_score95.2%96.0%96.4%98.9%98.2%99.6%