Bi-directional digital twin prototype anchoring with multi-periodicity learning for few-shot fault diagnosis

Pengcheng Xia, Zhichao Dong, Yixiang Huang +3

Intelligent fault diagnosis (IFD) has emerged as a powerful paradigm for ensuring the safety and reliability of industrial machinery. However, traditional IFD methods rely heavily…