Diagnosis of Power System Defects by Large Language Models and Graph Neural Networks

Defect ratings and analysis and processing of different devices and equipment in the power system are often affected by the subjectivity of operation and maintenance personnel, resulting in different severity ratings for the same defect text description. Differences in expertise also lead to differe...

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Bibliographic Details

Published in:	Jisuanji kexue yu tansuo
Main Author:	LI Li, SHI Rongliang, GUO Xu, JIANG Hongxin
Format:	Article
Language:	Chinese
Published:	Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2024-10-01
Subjects:	power system; defect diagnosis; graph neural networks; large language model; low-rank adaptation (lora) fine-tuning; retrieval-augmented generation; intelligent operation and maintenance
Online Access:	http://fcst.ceaj.org/fileup/1673-9418/PDF/2405085.pdf