Jie Liu

A dual-enhanced generative framework for zero-shot bearing compound fault diagnosis

Rolling bearings are critical components in rotating machinery, and their faults may threaten system safety and stability. Although data-driven methods have achieved promising results, they usually require labeled samples from all target categories, which limits their application to unseen compound faults. To address t...