基于多判别器辅助分类器生成对抗网络的故障诊断方法研究
叶子汉1,2(),王中华1,2(),姜潮1,2,吕新1,2,张哲1,2
Research on fault diagnosis method based on multi-discriminator auxiliary classifier generative adversarial network
Zihan YE1,2(),Zhonghua WANG1,2(),Chao JIANG1,2,Xin Lü1,2,Zhe ZHANG1,2

图4. 不同模型对CWRU轴承故障数据集生成的样本

Fig.4. Samples generated by different models on CWRU bearing fault data set