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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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Autor principal: LI Li, SHI Rongliang, GUO Xu, JIANG Hongxin
Formato: Artigo
Idioma:Chinês
Publicado em: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2024-10-01
coleção:Jisuanji kexue yu tansuo
Assuntos:
power system; defect diagnosis; graph neural networks; large language model; low-rank adaptation (lora) fine-tuning; retrieval-augmented generation; intelligent operation and maintenance
Acesso em linha:http://fcst.ceaj.org/fileup/1673-9418/PDF/2405085.pdf
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