Research Article
Fault Diagnosis of Rotating Machinery Based on Evolutionary Convolutional Neural Network
Table 4
Optimal solution network structure.
| | Layer | Parameter and value |
| | Conv 1 | Kernel , stride 1, padding(same) | | Conv 2 | Kernel , stride 1, padding(same) | | Pooling 1 | Size , stride 2 | | Conv 3 | Kernel , stride 1, padding(same) | | Conv 4 | Kernel , stride 1, padding(same) | | Conv 5 | Kernel , stride 1, padding(same) | | Conv 6 | Kernel , stride 1, padding(same) | | Conv 7 | Kernel , stride 1, padding(same) | | Conv 8 | Kernel , stride 1, padding(same) | | Pooling 2 | Size , stride 2 | | fc | Units 256 |
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