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 settingTesting bearings
B 1_3B 1_4B 1_5B 2_3B 2_4B 2_5B 3_3B 3_4B 3_5

Reference bearingB 1_2B 1_2B 2_1B 1_2B 1_1B 2_1B 2_1B 2_1B 3_1
0.52300.60500.58920.64600.65860.37080.52300.60500.5892
DTW distance0.02650.18471.02510.05870.03170.27302.05202.30153.0559
Failure threshold0.54950.78971.61430.70470.69330.64382.5752.90653.6451