Research Article

Deep Learning Enabled Fault Diagnosis Using Time-Frequency Image Analysis of Rolling Element Bearings

Table 20

CWR paired two-tailed -test values.

Image typeArchitecture 1Architecture 1Architecture 2Architecture 2
32 × 3296 × 9632 × 3296 × 96

Scalogram0.0010.0040.0400.221
Spectrogram0.0220.0000.0000.211
HHT0.0050.7840.0000.000