Zero-sample diagnostic methods have gained recognition in addressing the scarcity of gearbox fault samples, thereby being regarded as a promising technique to guarantee gearbox safety. However, ...

The main idea is to adjust the client distribution closer to the global distribution using sample weights. Thus, the machine learning (ML) model converges faster with higher accuracy. We start from ...