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Enhancing Distribution System State Estimation Under Limited Measurements:Leveraging Large Language Model and Multimodal Information

Mingyang Gao Suyang Zhou Wei Gu Jili Fan Aobo Guan Hong Zhu Lei Wei Zijian Hu

CSEE Journal of Power and Energy Systems2026，Vol.12Issue(2)：P.622-631,10.

CSEE Journal of Power and Energy Systems2026，Vol.12Issue(2)：P.622-631,10.DOI:10.17775/CSEEJPES.2025.01460

Enhancing Distribution System State Estimation Under Limited Measurements:Leveraging Large Language Model and Multimodal Information

Mingyang Gao ¹Suyang Zhou ¹Wei Gu ¹Jili Fan ¹Aobo Guan ¹Hong Zhu ²Lei Wei ³Zijian Hu²

作者信息

1. School of Electrical Engineering,Southeast University,Nanjing 210096,China
2. Nanjing Power Supply Company,State Grid Jiangsu Electric Power Co.,Ltd.,Nanjing 210019,China
3. State Grid Jiangsu Electric Power Co.,Ltd.,Nanjing 210019,China
折叠

摘要

关键词

Distribution system state estimation/large language model/limited measurements/multimodal data

分类

信息技术与安全科学

引用本文复制引用

Mingyang Gao,Suyang Zhou,Wei Gu,Jili Fan,Aobo Guan,Hong Zhu,Lei Wei,Zijian Hu..Enhancing Distribution System State Estimation Under Limited Measurements:Leveraging Large Language Model and Multimodal Information[J].CSEE Journal of Power and Energy Systems,2026,12(2):P.622-631,10.

基金项目

supported by the National Key Research and Development Program(2022YFB2404200)。（2022YFB2404200）

CSEE Journal of Power and Energy Systems

ISSN：2096-0042

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