人工智能(AI)技术已广泛应用于电力行业多个专业领域,正在推动电力行业向智能化、自动化的方向发展.特别是在图学领域,AI 大模型的应用已经成为研究热点,其在图像识别、模式识别以及图数据分析等方面展现出巨大潜力.应用大模型解决电力行业的图像识别、自然语言处理、业务内容分析等专业问题,可大幅提升电力行业各业务领域的效率和准确性.以大模型在电力调度、输电、营销等场景的应用展望为主线,首先介绍了人工智能大模型技术的研究背景、发展历程以及技术特征.其次,综述了 AI 技术在电力调度故障处置、输电无人机巡检、电力营销客户服务等专业的应用现状,分析了目前电力行业研究应用大模型存在的问题与挑战.最后,梳理了大模型技术在电力行业的发展趋势和技术应用分析,并对应用场景进行了展望.
Prospects for the application of large models technology in the power industry
Artificial intelligence(AI)technologies have been widely applied across various specialized domains within the electric power industry,driving it towards the development of intelligent and automated systems.Particularly within the field of graph studies,the utilization of AI large models has become a prominent research focus,demonstrating substantial potential in image recognition,pattern identification,and the analysis of graph data.The application of AI large models addresses specialized issues in the power industry,such as image recognition,natural language processing,and business content analysis.This has significantly enhanced the efficiency and accuracy across various operational domains in the power sector.Focusing on the application prospects of AI large models in electric power dispatching,transmission,and marketing,this study first introduced the research background,development process,and technical characteristics of AI large models.Then,it reviewed the current application status of AI technology in electric power dispatching fault handling,transmission drone inspection,and electric power marketing customer service.It also analyzed the existing problems and challenges in applying AI large models in the electric power industry.Finally,the development trends and technical application analysis of large model technology in the power industry were reviewed,along with a prospect of future application scenarios.
large modelscomputer visionpower grid fault handlingpower transmission inspectioncustomer service
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维普
