Fault Diagnosis of Rotating Machinery Based on One-Dimensional Deep Residual Shrinkage Network with a Wide Convolution Layer

Table 5

Influence of the size of convolution kernels in RBUs on the 1D-WDRSN model.

The number of the convolution kernel	4 (%)	8 (%)	16 (%)	24 (%)	32	48 (%)	64 (%)
Accuracy	87.84	93.51	94.44	93.42	89.44%	91.17	90.93