Research Article
A Double Feature Extraction Method for Rolling Bearing Fault Diagnosis Based on Slope Entropy and Fuzzy Entropy
Table 2
Recognition rates for ten types of feature combinations.
| ā | IR007 (%) | B007 (%) | OR007 (%) | IR021 (%) | B021 (%) | OR021 (%) | Average (%) |
| AE&SlE | 100 | 100 | 80 | 80 | 98 | 100 | 93 | AE&FE | 100 | 44 | 98 | 100 | 72 | 100 | 85.7 | AE&PE | 100 | 80 | 100 | 100 | 88 | 100 | 94.7 | AE&SE | 100 | 66 | 96 | 92 | 68 | 100 | 87 | SlE&FE | 100 | 100 | 100 | 96 | 98 | 94 | 98 | SlE&PE | 46 | 98 | 90 | 100 | 72 | 46 | 75.3 | SlE&SE | 100 | 100 | 44 | 58 | 90 | 78 | 78.3 | FE&PE | 92 | 76 | 100 | 100 | 88 | 96 | 92 | FE&SE | 100 | 62 | 98 | 98 | 72 | 94 | 87.3 | PE&SE | 100 | 74 | 98 | 98 | 74 | 76 | 86.7 |
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