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基于人工智能大语言模型技术的电网优化运行应用分析

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为提升电网运行优化的智能化水平,提出了基于人工智能大语言模型技术的优化应用分析.首先论述了通用大语言模型基本概念及应用于电网运行的必要性.分析了通用大语言模型的技术特征,说明了电网运行的应用技术.提出了电网运行优化的系统框架,分析了多模态数据融合、信息流关键推理、电网脑态势解析、智能体辅助决策的优化机制.根据优化运行管理方法,说明了在变电站故障分析和风电光伏功率预测的具体应用效果.
Application analysis of power grid optimization operation based on artificial intelligence big language model technology
To enhance the intelligence level of power grid operation optimization,an optimization application analysis based on artificial intelligence big language model technology is proposed.Firstly,the basic concepts of the universal large language model and the necessity of its application in power grid operation were discussed.Analyzed the technical characteristics of the universal large lan-guage model and explained the application technology of power grid operation.A system framework for optimizing power grid operation was proposed,and the optimization mechanisms of multimodal data fusion,information flow key reasoning,power grid brain situation analysis,and intelligent agent assisted decision-making were analyzed.According to the optimized operation management method,the specific application effects of fault analysis and wind power photovoltaic power prediction in substations were explained.

artificial intelligencelarge language modeloptimization of power grid operationapplication analysis

石新满、胡广林、邵鑫、赵新爽、张思慧、乔晓

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北京国电通网络技术有限公司,北京 100000

人工智能 大语言模型 电网运行优化 应用分析

国家电网公司总部研发项目

B36806220409

2024

自动化与仪器仪表
重庆工业自动化仪表研究所,重庆市自动化与仪器仪表学会

自动化与仪器仪表

CSTPCD
影响因子:0.327
ISSN:1001-9227
年,卷(期):2024.(8)