Table 7.

The comparison of different methods (* means the best result in the table).

Fault Type	Accuracy Rate (%)
	MCS-BP	MVO-MLP	PSO-BP	GA-BP	PNN	SVM
T3	100.00	100.00	100.00	100.00	83.33	83.33
T1	100.00	71.43	85.71	57.14	85.71	28.57
D2	85.71	100.00	85.71	100.00	100.00	71.43
D1	100.00	100.00	100.00	100.00	66.67	100.00
PD	100.00	85.71	85.71	85.71	85.71	85.71
Total	97.14 *	91.43	91.43	88.57	78.57	73.81