Research Article

A Hybrid Deep Learning Prediction Method of Remaining Useful Life for Rolling Bearings Using Multiscale Stacking Deep Residual Shrinkage Network

Table 2

Description of the dataset.

Condition 1Condition 2Condition 3

Load/N400042005000
Speed/(r·min-1)180016501500

BearingsBearing 1_1Bearing 2_1Bearing 3_1
Bearing 1_2Bearing 2_2Bearing 3_2
Bearing 1_3Bearing 2_3Bearing 3_3
Bearing 1_4Bearing 2_4Bearing 3_4
Bearing 1_5Bearing 2_5Bearing 3_5
Bearing 1_6Bearing 2_6Bearing 3_6
Bearing 1_7Bearing 2_7Bearing 3_7