Research Article
Rolling Bearing Fault Diagnosis Method Based on Multisynchrosqueezing S Transform and Faster Dictionary Learning
Table 3
Rényi entropy of different frequency analysis methods.
| Dataset | Fault type | Method | STFT | ST | WVT | SSST | MSST | MSSST |
| CWRU | Normal | 17.9889 | 16.9369 | 16.3525 | 12.6381 | 11.5885 | 10.6908 | Inner race | 17.7992 | 16.8018 | 16.9188 | 12.7815 | 12.7316 | 11.8420 | Ball | 17.1826 | 16.6566 | 16.4919 | 12.1864 | 11.2877 | 10.6046 | Outer race | 17.6826 | 17.1549 | 16.3112 | 12.8543 | 12.2866 | 11.4123 |
| MFPT | Normal | 19.5311 | 18.5683 | 17.8579 | 14.8126 | 14.5465 | 12.4836 | Inner race | 19.0094 | 18.3162 | 18.2588 | 14.6791 | 13.7552 | 11.1386 | Outer race | 19.9868 | 19.3678 | 19.0506 | 14.4431 | 13.6602 | 11.9499 |
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