Cross-Domain Fault Diagnosis of Rolling Element Bearings Using Deep Generative Neural Networks

Despite the recent advances on intelligent fault diagnosis of rolling element bearings, existing research works mostly assume training and testing data are drawn from the same distribution. However, due to variation of operating condition, domain shift phenomenon generally exists, which results in s... View More