Research Article
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 |
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