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Fault detection accuracy under the different time windows.
| Different time windows | BO-LSTM Model | Simple LSTM | BP-NN |
|---|---|---|---|
 1ms Window |
98.4% | 96.2% | 82.1% |
 1.5ms Window |
98.9% | 96.7% | 82.8% |
 2ms Window |
99.04% | 97.8% | 83.0% |
| Overall | 98.8% | 96.9% | 96.0% |
