Xingwu Zhang

Out-of-distribution challenges in intelligent fault diagnosis: a survey of generalization and detection

Deep learning (DL)-based intelligent fault diagnosis (IFD) has achieved strong performance in mechanical systems, but its reliability can deteriorate when deployment data differ from the training distribution because of changes in operating conditions, equipment, sensing environm...