Research Article

Rotating Machinery Fault Identification via Adaptive Convolutional Neural Network

Table 3

Training sets and test sets of models.

DatasetsTrain setsTest setsNumber of training/testing samples

A600, 900 rpm500 to 1100 rpm10000/65000
B800, 1100 rpm10000/65000
C500, 700, 900 rpm15000/65000
D550, 750 950 rpm15000/65000