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Fault diagnosis results for Dataset 4 for the proposed method and ALPIO when torque load = 3 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% | 90% | 90% | 90% |
| IR Faults | 94% | 100% | 100% | 75% | 75% | 75% |
| OR Fault | 90% | 90% | 90% | 75% | 75% | 78% |
| Ball Fault | 92% | 86% | 90% | 78% | 75% | 81% |
| Average | 94% | 94% | 95% | 79.5% | 78.75% | 81% |
