Research Article
An Integrated Bearing Fault Diagnosis Method Based on Multibranch SKNet and Enhanced Inception-ResNet-v2
Table 5
Comparative performance of different methods.
| | Model | Accuracy (%) |
| | STFT + CNN [41] | 87.9 | | STFT + ResNet [46] | 89.7 | | Enhanced Inception-ResNet-v2 [34] | 91.0 | | RGB + Inception-ResNet-v2 [30] | 92.5 | | SKNet + Inception-v4 [47] | 96.3 | | SKNet + Inception-ResNet-v2 | 96.9 | | NewSKNet + Inception-ResNet-v2 | 98.1 | | SIR-CNN (ours) | 99.9 |
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