A Method for Aileron Actuator Fault Diagnosis Based on PCA and PGC-SVM

Table 16

Comparison between traditional SVM and PGC-SVM.

Method	Time cost		Classification accuracy
	Parameters optimization	Training
General SVM	days even months	1.5884 s	81.87%
PGC-SVM	8 h 20 mins	0.8989 s	98.88%