Table 1.
Label | Motor Load (hp) | Speed (r/min) | Training Samples | Validation Samples | Test Samples | |||
---|---|---|---|---|---|---|---|---|
BenchMark | Group A | Group B | ||||||
Inner Race | 1 | 0 (0W) | 1797 | 27 | 27 | 29 | 27 | 30 |
1 | 1 (735W) | 1772 | 27 | 27 | 29 | 27 | 30 | |
1 | 2 (1470W) | 1750 | 27 | 27 | 29 | 27 | 30 | |
1 | 3 (2205W) | 1730 | 27 | 27 | 29 | 27 | 30 | |
Outer Race | 2 | 0 (0W) | 1797 | 27 | 27 | 29 | 27 | 30 |
2 | 1 (735W) | 1772 | 27 | 27 | 29 | 27 | 30 | |
2 | 2 (1470W) | 1750 | 27 | 27 | 29 | 27 | 30 | |
2 | 3 (2205W) | 1730 | 27 | 27 | 29 | 27 | 30 | |
Rolling Element | 3 | 0 (0W) | 1797 | 27 | 27 | 29 | 27 | 30 |
3 | 1 (735W) | 1772 | 27 | 27 | 29 | 27 | 30 | |
3 | 2 (1470W) | 1750 | 27 | 27 | 29 | 27 | 30 | |
3 | 3 (2205W) | 1730 | 27 | 27 | 29 | 27 | 30 | |
Normal | 0 | 0 (0W) | 1797 | 27 | 27 | 29 | 27 | 30 |
0 | 1 (735W) | 1772 | 27 | 27 | 29 | 27 | 30 | |
0 | 2 (1470W) | 1750 | 27 | 27 | 29 | 27 | 30 | |
0 | 3 (2205W) | 1730 | 27 | 27 | 29 | 27 | 30 |