Open Access
表1
CNN-SVM故障诊断模型参数表
| 网络层 | 特征尺寸 | 过滤器大小 | 过滤器步长 | 过滤器数目 |
| 输入层 | 24×24×7 | |||
| 卷积层1 | 22×22 | 3×3×7 | 1×1 | 32 |
| 最大池化层1 | 11×11 | 2×2 | 2×2 | 32 |
| 卷积层2 | 9×9 | 3×3 | 1×1 | 64 |
| 最大池化层2 | 4×4 | 2×2 | 2×2 | 64 |
| 全连接层1 | 1 024 | |||
| 全连接层2 | 128 | |||
| SVM层 | 7 | |||
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