Research Article

A Novel Method for Remaining Useful Life Prediction of Roller Bearings Involving the Discrepancy and Similarity of Degradation Trajectories

Table 8

The description of XJTU-SY bearing data sets.

Data setsOperating conditions
Condition 1Condition 2Condition 3

Speed (RPM)2,1002,2502,400
Load (kN)121110
Training setsBearing 1_1Bearing 2_1Bearing 3_1
Bearing 1_2Bearing 2_2Bearing 3_2
Testing setsBearing 1_3Bearing 2_3Bearing 3_3
Bearing 1_4Bearing 2_4Bearing 3_4
Bearing 1_5Bearing 2_5Bearing 3_5