Research Article

Data-Driven Bearing Fault Diagnosis for Induction Motor

Table 3

Layers configuration of CNN model.

LayersFiltersZero paddingStride

Convolutional(5 × 5, 16)21
PoolingMaxPool (2 × 2)12
Convolutional(3 × 3, 32)11
PoolingMaxPool (2 × 2)12
Convolutional(3 × 3, 64)11
Fully connected4