Table 1 Bearing conditions with assigned labels
Bearing condition | Fault diameter (mm) | Label /Class | Load (hp) | Number of samples |
|---|---|---|---|---|
Normal | ‒ | 1 | 0,1,2,3 | 1657 |
Inner race fault | 0.18 | 2 | 0,1,2,3 | 476 |
Inner race fault | 0.36 | 3 | 0,1,2,3 | 472 |
Inner race fault | 0.54 | 4 | 0,1,2,3 | 474 |
Balls fault | 0.18 | 5 | 0,1,2,3 | 473 |
Balls fault | 0.36 | 6 | 0,1,2,3 | 475 |
Balls fault | 0.54 | 7 | 0,1,2,3 | 475 |
Outer race fault | 0.18 | 8 | 0,1,2,3 | 475 |
Outer race fault | 0.36 | 9 | 0,1,2,3 | 474 |
Outer race fault | 0.54 | 10 | 0,1,2,3 | 476 |