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Advances, Systems and Applications

Journal of Cloud Computing Cover Image

Table 4 Network parameters of the proposed model

From: A multi-fault diagnosis method of gear-box running on edge equipment

Layertype Kernel size Stride Kernel channel size Output Size Batch Normalization
Batch Input 1000*1
Convolution C1 32*1 2 32 485*32 Yes
Pooling P1 2*1 2 32 242*32
Convolution C2 16*1 1 64 227*64 Yes
Pooling P2 2*1 2 64 113*64
Convolution C3_1 8*1 1 32 106*32 Yes
Pooling P3_1 2*1 2 32 53*32
Convolution C3_2 8*1 1 32 106*32 Yes
Pooling P3_2 2*1 2 32 53*32
Fully-connected F1 100 1,Dropout = 0.8 100*1 Yes
Fully-connected F2 100 1,Dropout = 0.8 100*1 Yes
Softmax S1 5 5*1
Softmax S2 6 6*1