Research Article

Multiscale Time-Frequency Sparse Transformer Based on Partly Interpretable Method for Bearing Fault Diagnosis

Table 3

Description of self-made experimental rig dataset.

Defect modeFault type

Single defectInner race (IR)
Out race (OR)
Cage
Ball

Compound defectOut race and ball (OB)
Inner race, ball, and cage (IBC)