Research Article

Multisignal VGG19 Network with Transposed Convolution for Rotating Machinery Fault Diagnosis Based on Deep Transfer Learning

Table 2

The experimental data grouping situation.

LoadFault typesLabelThe number of experiment groups
Training/testing

0 and 2Health01800/247
0 and 2Chipped/ball11800/247
0 and 2Miss/inner21800/247
0 and 2Root/outer31800/247
0 and 2Surface/combination41800/247