Research Article
A Novel Method for Remaining Useful Life Prediction of Roller Bearings Involving the Discrepancy and Similarity of Degradation Trajectories
Table 12
The failure threshold setting of the testing bearings for prediction moment at 75%.
| Threshold setting | Testing bearings | B 1_3 | B 1_4 | B 1_5 | B 2_3 | B 2_4 | B 2_5 | B 3_3 | B 3_4 | B 3_5 |
| Reference bearing | B 1_2 | B 1_2 | B 2_1 | B 1_2 | B 1_1 | B 2_1 | B 2_1 | B 2_1 | B 3_1 | | 0.5230 | 0.6050 | 0.5892 | 0.6460 | 0.6586 | 0.3708 | 0.5230 | 0.6050 | 0.5892 | DTW distance | 0.0265 | 0.1847 | 1.0251 | 0.0587 | 0.0317 | 0.2730 | 2.0520 | 2.3015 | 3.0559 | Failure threshold | 0.5495 | 0.7897 | 1.6143 | 0.7047 | 0.6933 | 0.6438 | 2.575 | 2.9065 | 3.6451 |
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