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大语言模型在电网企业的应用前景研究OA

中文摘要英文摘要

大语言模型是自然语言处理领域的重要研究方向之一,广泛应用于包括电力在内的诸多行业.该文首先从大语言模型的发展历程出发,在大规模预训练语言模型和发展趋势 2 个方面阐述相关研究发展;然后探讨大语言模型在电网企业电力营销、电力运检、电力调度和舆情风险识别等方面的应用前景和研究成果;最后提出电力大语言模型需解决的安全和技术问题,为进一步推动大语言模型在电网企业的应用提供参考.

Large language model is one of the important research directions in the field of natural language processing,which is widely used in many industries,including electric power.Starting with the development process of large language model,this paper expounds the related research and development in two aspects of large-scale pre-training language model and development trend,and then discusses the application prospect and research results of large language model in power grid enterprise power marketing,power operation and inspection,power dispatching,public opinion risk identification and so on.Finally,this paper puts forward the security and technical problems that need to be solved in the power large language model,which provides a reference for further promoting the application of the large language model in power grid enterprises.

左星宇

国网山东省电力公司滨州市滨城区供电公司,山东 滨州 256600

计算机与自动化

大语言模型自然语言处理人工智能电力营销电力运维电力调度

large language modelnatural language processingartificial intelligence(AI)power marketingpower operation and maintenancepower dispatching

《科技创新与应用》 2024 (022)

9-13 / 5

10.19981/j.CN23-1581/G3.2024.22.003

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