Table 5 Fault diagnosis dataset specifications.
From: RS-SCBiGRU: a noise-robust neural network for high-speed motor fault diagnosis with limited samples
Data type | Label | Speed (rpm) |
|---|---|---|
Normal | 0 | 6000 |
Normal | 1 | 12000 |
Normal | 2 | 18000 |
Inner race defect | 3 | 6000 |
Inner race defect | 4 | 12000 |
Inner race defect | 5 | 18000 |
Roller element defect | 6 | 6000 |
Roller element defect | 7 | 12000 |
Roller element defect | 8 | 18000 |
