A Novel Multimode Fault Classification Method Based on Deep Learning

Table 5

Fault severity classification result comparison after mode partition.

Method	Accuracy of fault; classification	Accuracy of fault severity; recognition
HDNN	99.79	99.52
DNN	97.06	96.38
HSVM	82.82	77.00
SVM	65.74	58.40
HBPNN	81.28	71.68
BPNN	68.11	62.42