Tian-Tong Zhang

A lightweight mechanical fault diagnosis framework based on dynamic separable convolution and broadcast self-attention

To address issues such as the large number of parameters, high computational complexity, and inadequate real-time performance in existing CNN-Transformer hybrid fault diagnosis models, we propose a lightweight fault diagnosis framework, LWConvFormer. This framework comprises two core innovative modules: a dynamic separ...