Fault Detection of Wind Turbine Pitch System Based on Multiclass Optimal Margin Distribution Machine

Table 10

Comparison of fault detection performance at the emergency stop of pitch system 2.

Model	F1-score	FPR	FNR
mcODM	93.16% (±0.0024)	6.25% (±0.0121)	3.52% (±0.0057)
ovrSVM	88.15% (±0.0019)	11.70% (±0.0079)	8.43% (±0.0081)
ovoSVM	90.08% (±0.0021)	9.07% (±0.0237)	7.51% (±0.0048)