Research Article
Fault Early Warning Based on Improved Deep Neural Network of Auto-Encoder
| Layer | Structure name | Structure parameter | Number of channels | Output size |
| 1 | Input | (3600,1) | 1 | (3600,1) | 2 | Convolution layer | (1,1) | 5 | (3600,1) | 3 | Convolution layer | (3,1) | 4 | (1200,1) | 4 | Convolution layer | (3,1) | 8 | (400,1) | 5 | Convolution layer | (3,1) | 4 | (134,1) | 6 | Convolution layer | (3,1) | 8 | (400,1) | 7 | Convolution layer | (3,1) | 4 | (1200,1) | 8 | Convolution layer | (1,1) | 5 | (3600,1) | 9 | Convolution layer | (3600,1) | 1 | (3600,1) |
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