OTHER
VeraGrid-Agent:用于电网边缘分布最优潮流计算的工具增强型大语言模型
Shivanshu Tripathi, Hamed Mohsenian-Rad, Maziar Raissi
- 发表年份
- 2026
- 访问权限
- 开放获取
摘要
本文提出VeraGrid-Agent,一种工具增强型大语言模型,能够自主编写仿真输入、执行开源求解器并解析输出以回答分布最优潮流问题。在150道多选题测试中,无工具模型准确率仅42.7%-49.3%,而使用VeraGrid-Agent后准确率提升至97.3%-100%。
关键词
tool-augmented LLMoptimal power flowgrid edgesimulatormultiple-choice questions
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