Research Article
Bearing Fault Vibration Signal Feature Extraction and Recognition Method Based on EEMD Superresolution Sparse Decomposition
Table 3
Energy distribution of the first category example failure mode (inner ring, outer ring, and roller).
| Serial number | Normal | Outer ring 4 scratches | Outer ring 6 scratches | Inner circle 4 scratches | Inner circle 6 scratches | Roller 4 scratches | Roller 6 scratches |
| 1 | 0.253 | 0.4938 | 0.1123 | 0.5697 | 0.102 | 0.4240 | 0.3940 | 2 | 0.0432 | 0.1193 | 0.1980 | 0.196 | 0.381 | 0.103 | 0.1044 | 3 | 0.3288 | 0.315 | 0.277 | 0.277 | 0.377 | 0.215 | 0.2161 | 4 | 0.0724 | 0.012 | 0.2749 | 0.2751 | 0.0750 | 0.012 | 0.0421 | 5 | 0.0478 | 0.060 | 0.2081 | 0.207 | 0.0206 | 0.060 | 0.0309 | 6 | 0.1483 | 0.122 | 0.0856 | 0.0851 | 0.0087 | 0.0037 | 0.0015 | 7 | 0.017 | 0.0024 | 0.367 | 0.366 | 0.0321 | 0.0012 | 0.0041 |
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