摘要
本文深入探讨了人工智能技术在配电运维系统中的应用现状与前景。随着新型电力系统的发展,配电网结构日益复杂,传统运维方式难以满足高效、可靠运行的需求。人工智能技术凭借其强大的数据处理和深度分析能力,为配电运维带来了新机遇。文中详细分析了智能感知、智能认知、智能决策等关键技术在配电网状态监测、故障诊断、智能巡检、电压控制等方面的应用,并通过实际案例展示了其显著优势。同时,指出了当前面临的挑战,如数据隐私保护和算法泛化能力不足等问题,并对未来的发展方向提出了建议。研究表明,人工智能技术能够显著提升配电网的运行效率和可靠性,推动配电运维向智能化方向发展。
This article deeply discusses the application status and prospects of artificial intelligence technology in the distribution operation and maintenance systems.With the development of new-type power systems,the distribution network structure is becoming increasingly complex,and traditional operation and maintenance methods can hardly meet the requirements for efficient and reliable operation.With its powerful data processing and in-depth analysis capabilities,artificial intelligence technology has brought new opportunities for power distribution operation and maintenance.The paper analyzes in detail the application of key technologies such as intelligent perception,intelligent cognition,intelligent decision-making in distribution network condition monitoring,fault diagnosis,intelligent inspection,voltage control and other aspects,which demonstrates its significant advantages through practical cases.At the same time,the current challenges,such as issues of data privacy protection and insufficient algorithm generalization capabilities,are pointed out,and suggestions are put forward for the future development direction.Research shows that artificial intelligence technology can significantly improve the operation efficiency and reliability of the distribution network,and promote the development of distribution operation and maintenance in an intelligent direction.
作者
刘国庆
张莹
Liu Guoqing;Zhang Ying(Tongshan Branch of Xuzhou Sanxin Power Supply Service Co.,Ltd.,Xuzhou,221000)
出处
《建设科技》
2025年第S1期16-18,共3页
Construction Science and Technology
关键词
人工智能
配电运维
智能感知
智能决策
故障诊断
数据隐私
artificial intelligence
distribution operation and maintenance
intelligent perception
intelligent decision-making
fault diagnosis
data privacy
