WT Preprocessed CWRU Dataset

wt_dataset

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STFT Preprocessed CWRU Dataset

stft_dataset

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CWRU Bearing Fault Dataset (12k)

This is an well-organized dataset file for Few-shot-Fault-Diagnosis-MAML repo.

The file structure is listed below:
0: 97, 105, 118, 130, 169, 185, 197, 209, 222, 234 # load 0 HP, motor speed 1797 RPM
1: 98, 106, 119, 131, 170, 186, 198, 210, 223, 235 # load 1 HP, motor speed 1772 RPM
2: 99, 107, 120, 132, 171, 187, 199, 211, 224, 236 # load 2 HP, motor speed 1750 RPM
3: 100, 108, 121, 133, 172, 188, 200, 212, 225, 237 # load 3 HP, motor speed 1730 RPM