Zhi-Wen Liu

Interpretable fault diagnosis for multi-sensor systems via a lifting wavelet Siamese transfer network with spatial-channel synergistic attention

Single-sensor signals often provide insufficient information for bearing fault diagnosis, while conventional deep models may overfit when target-domain labels are limited and suffer from weak interpretability. To address these challenges, this paper proposes an interpretable multi-sensor diagnosis framework, termed lif...