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 settingTesting bearings
B 1_3B 1_4B 1_5B 1_6B 1_7B 2_3B 2_4B 2_5B 2_6B 2_7B 3_3

Reference bearingB 1_1B 2_2B 2_1B 3_1B 1_1B 2_1B 2_1B 2_1B 3_1B 2_1B 2_1
0.54570.53330.29140.26590.54570.29140.29140.29140.26590.29140.2914
DTW distance0.55910.17740.56700.74000.24060.31490.321100.34910.39250.14250.1638
Failure threshold1.10480.71070.81.00595841.00590.78630.60630.75790.64050.68390.43390.4552