Table 8.
Diagnosis results of the gas turbine rotor testbed using the same CNNs.
| Fault Mode | Test Samples | Correct Number | Accuracy |
|---|---|---|---|
| Rotor imbalance | 60 | 43 | 71.67% |
| Rotor misalignment | 60 | 52 | 86.67% |
| Normal (acceleration) | 60 | 59 | 98.33% |
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