Research Article
A Novel Method for Remaining Useful Life Prediction of Roller Bearings Involving the Discrepancy and Similarity of Degradation Trajectories
Table 4
The DTW distances between
and
.
| Training bearings | 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 |
| B 1_1 | 0.5591 | 0.9381 | 38.5134 | 18.2890 | 0.2406 | 37.5987 | 0.9118 | 24.8003 | 17.2799 | 1.0701 | 47.5313 | B 1_2 | 0.9315 | 0.2254 | 1.4864 | 2.7099 | 1.8439 | 1.2902 | 0.4565 | 4.8017 | 1.0021 | 0.6241 | 0.9382 | B 2_1 | 2.1973 | 0.9867 | 0.5670 | 1.3385 | 0.2982 | 0.3149 | 0.3211 | 0.3491 | 0.3925 | 0.1425 | 0.1638 | B 2_2 | 0.7220 | 0.1774 | 1.8887 | 2.9778 | 1.3142 | 1.3712 | 0.8598 | 1.1538 | 1.2428 | 0.7570 | 1.4594 | B 3_1 | 1.8556 | 1.6527 | 0.6120 | 0.7400 | 0.3929 | 0.3620 | 0.5413 | 0.5899 | 0.4178 | 0.2314 | 0.2649 | B 3_2 | 0.8017 | 0.5397 | 1.5497 | 1.6687 | 1.1098 | 1.194 | 1.0822 | 1.1779 | 1.0373 | 0.6441 | 1.3180 |
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