Xiaoyuan Jing

Domain-generalized multi-channel fusion for bearing fault diagnosis under variable operating conditions

Experiments demonstrate that this method can diagnose bearing failures under cross-conditions—even when trained solely on source-domain data and without exposure to target-domain data during training—and that its DG accuracy outperforms that of existing mainstream advanced methods.