Quansi Huang

GMPF-LLM: gateless multi-physical fusion large language model for fault diagnosis

This work provides an effective framework for integrating multi-physical field data with LLMs in industrial fault diagnosis by constructing a parallel multi-physical feature extraction and alignment mechanism to effectively decouple steady-state harmonics, background residuals, and transient impulses.