Xin Zhang

Transformer fault diagnosis method integrating long short-term memory network and enzyme action optimization

Experimental results demonstrate that the proposed framework achieves improved accuracy and stability compared with existing methods, highlighting its potential applicability to a broad class of engineering fault diagnosis and condition monitoring problems.