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

B 1_10.55910.938138.513418.28900.240637.59870.911824.800317.27991.070147.5313
B 1_20.93150.22541.48642.70991.84391.29020.45654.80171.00210.62410.9382
B 2_12.19730.98670.56701.33850.29820.31490.32110.34910.39250.14250.1638
B 2_20.72200.17741.88872.97781.31421.37120.85981.15381.24280.75701.4594
B 3_11.85561.65270.61200.74000.39290.36200.54130.58990.41780.23140.2649
B 3_20.80170.53971.54971.66871.10981.1941.08221.17791.03730.64411.3180