Hui-Zhong Yang

Zero-shot condition monitoring of industrial systems via semantic manifold alignment under large semantic gaps

Condition monitoring of modern industrial systems requires reliable fault identification from process variables and vibration signals, yet recognizing previously unobserved faults remains a major challenge when only limited categories are available during training. Zero-shot fault diagnosis (ZSFD) aims to recognize uns...