Research Article

Bearing Fault Diagnosis under Variable Working Conditions Based on Deep Residual Shrinkage Networks and Transfer Learning

Table 3

The description of time-varying speed dataset.

TaskSpeed-varying conditionsFault locationClass label

0Increasing speedHealthy1
1Decreasing speed
2Increasing then decreasing speedInner race fault2
3Decreasing then increasing speedOuter race fault3