Research Article

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

Table 8

MFPT paired two-tailed -test values.

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

Scalogram0.0800.3440.0490.108
Spectrogram0.0110.0370.0580.001
HHT0.0310.4100.0000.000