Fault Diagnosis of PMSG Wind Power Generation System Based on LMD and MSE

Table 3

Performance comparisons.

Method	Accuracy (%)	Diagnosis time (s)	Method	Accuracy (%)	Diagnosis time (s)
RSSVM	99.28	0.0129	RNN	94.968	0.0629
MMNN	98.27	0.0424	FMNN	96.72	0.0424
TWSVM	94.80	0.0722	LSSVM	92.80	0.0532
CNN	96.43	0.0457	KSVCR	93.43	0.0474