Structured fault mechanism knowledge

Physics-guided LLM framework achieves 98.49% accuracy in bearing fault diagnosis

Researchers have developed a novel physics-guided framework that leverages large language models for bearing fault diagnosis. This system addresses challenges in feature efficiency, traceability to fault physics, and mu…