Research Article
Data-Driven Bearing Fault Diagnosis for Induction Motor
Table 3
Layers configuration of CNN model.
| Layers | Filters | Zero padding | Stride |
| Convolutional | (5 × 5, 16) | 2 | 1 | Pooling | MaxPool (2 × 2) | 1 | 2 | Convolutional | (3 × 3, 32) | 1 | 1 | Pooling | MaxPool (2 × 2) | 1 | 2 | Convolutional | (3 × 3, 64) | 1 | 1 | Fully connected | 4 | — | — |
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