Weiming Shen

Adaptive generalization: An active perception framework for robust intelligent fault diagnosis under dynamic environments

The distribution shift problem induced by dynamic environments significantly degrades the performance of data-driven fault diagnosis systems in real-world applications. Although domain generalization techniques have been introduced to address distribution discrepancies, static ge...