Adversarial adaptive 1-D convolutional neural networks for bearing fault diagnosis under varying working condition

Bo Zhang, Wei Li, Jie Hao +2

Traditional intelligent fault diagnosis of rolling bearings work well only under a common assumption that the labeled training data (source domain) and unlabeled testing data (targ…