Research Article
A Novel Method for Remaining Useful Life Prediction of Roller Bearings Involving the Discrepancy and Similarity of Degradation Trajectories
Table 5
The failure threshold setting of the testing bearings.
| Threshold setting | Testing bearings | B 1_3 | B 1_4 | B 1_5 | B 1_6 | B 1_7 | B 2_3 | B 2_4 | B 2_5 | B 2_6 | B 2_7 | B 3_3 |
| Reference bearing | B 1_1 | B 2_2 | B 2_1 | B 3_1 | B 1_1 | B 2_1 | B 2_1 | B 2_1 | B 3_1 | B 2_1 | B 2_1 | | 0.5457 | 0.5333 | 0.2914 | 0.2659 | 0.5457 | 0.2914 | 0.2914 | 0.2914 | 0.2659 | 0.2914 | 0.2914 | DTW distance | 0.5591 | 0.1774 | 0.5670 | 0.7400 | 0.2406 | 0.3149 | 0.32110 | 0.3491 | 0.3925 | 0.1425 | 0.1638 | Failure threshold | 1.1048 | 0.7107 | 0.81.0059584 | 1.0059 | 0.7863 | 0.6063 | 0.7579 | 0.6405 | 0.6839 | 0.4339 | 0.4552 |
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