Pavan Kumar M. P

PC-LLM: Physics-Conditioned Large Language Models for Interpretable Bearing Fault Diagnosis in Industry 4.0

Vibration-based bearing fault diagnosis is fundamental to condition-based maintenance of rotating machinery, yet generalizable automated diagnosis under varying operating conditions remains an open challenge. Large Language Models (LLMs) applied to this task achieve high accuracy by encoding vibration features as text...