Research Article

An Intelligent Fault Diagnosis Based on Adversarial Generating Module and Semi-supervised Convolutional Neural Network

Table 2

The distribution of dataset.

No.Fault patternTotal sizeTraining setTesting setLabeled samplesUnlabeled samples

C1Health500102440010025375
C2Gear burr500102440010025375
C3Gear error500102440010025375
C4Gear hard point500102440010025375
C5Gear tooth broken500102440010025375
C6Gear interference500102440010025375
C7Misalignment500102440010025375
C8Gear crack500102440010025375
Total 4000102432008002003000