Table 5: Fault severity classification result comparison after mode partition.

MethodAccuracy of fault
classification
Accuracy of fault severity
recognition

HDNN99.7999.52
DNN97.0696.38

HSVM82.8277.00
SVM65.7458.40

HBPNN81.2871.68
BPNN68.1162.42