Research Article

Multisource Data Fusion Diagnosis Method of Rolling Bearings Based on Improved Multiscale CNN

Table 3

Description of the fault diagnosis task.

GroupVertical SNRHorizontal SNRTraining sampleTest samples

A00500500
B-301000500
C-501000500
D0-31000500
E0-51000500
F-3-31500500
G-5-51500500