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Fault diagnosis results for Dataset 3 for the proposed method and ALPIO when torque load = 2 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% | 85% | 85% | 85% |
| IR Faults | 100% | 100% | 100% | 73% | 70% | 75% |
| OR Fault | 92% | 85% | 95% | 75% | 75% | 75% |
| Ball Fault | 93% | 90% | 90% | 78% | 81% | 81% |
| Average | 96.3% | 93.8% | 96.3% | 77.8% | 77.8% | 79% |
