Haiyuan Zhao

STSNet: few-shot bearing fault diagnosis method based on spatio-temporal fusion and Siamese learnable metric

A novel few-shot bearing fault diagnosis method is proposed by integrating spatio-temporal feature fusion with a Siamese-based learnable metric framework, which achieves superior diagnostic performance under few-shot conditions compared with other approaches.