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Fault diagnosis results for Dataset 2 for the proposed method and ALPIO when torque load = 1 hp.
| Algorithms | Proposed Method | ALPIO | ||||
|---|---|---|---|---|---|---|
| Crack Diameters (in) | 0.007 | 0.014 | 0.021 | 0.007 | 0.014 | 0.021 |
| Normal State | 100% | 100% | 100% | 89% | 89% | 89% |
| IR Faults | 100% | 100% | 100% | 66% | 70% | 70% |
| OR Fault | 95% | 93% | 95% | 75% | 80% | 78% |
| Ball Fault | 98% | 90% | 98% | 81% | 81% | 84% |
| Average | 98.3% | 95.7% | 98.3% | 78% | 80% | 80.3% |
