FD-Zero framework: LLM-based diagnosis framework for zero-shot mechanical time-domain signals
Structural Health Monitoring: An International Journal
Published online on September 09, 2025
Abstract
Structural Health Monitoring, Ahead of Print.
This study addresses the issues of insufficient interpretability in diagnostic results and excessive reliance on labeled data in deep learning for mechanical fault diagnosis. The authors propose a framework for bearing fault diagnosis based on zero-shot ...
This study addresses the issues of insufficient interpretability in diagnostic results and excessive reliance on labeled data in deep learning for mechanical fault diagnosis. The authors propose a framework for bearing fault diagnosis based on zero-shot ...