Table 2 Classification Rate with Different Methods
From: A Deep Learning Approach for Fault Diagnosis of Induction Motors in Manufacturing
Model | Classification rate (%) |
|---|---|
Soft-max | 17.88 |
BP network | 80.67 |
7 time domain features + BP | 85.61 |
4 time domain features +BP | 81.39 |
Wavelet packet analysis + BP | 95.33 |
DBN | 95.67 |
FFT+DBN | 99.98 |