基于AI的变电站一次设备运行故障处理技术研究  

Research on AI-Based Fault Handling Technology for Primary Equipment Operation of Substation

作　　者：谭睿 TAN Rui(Xishan Coal&Power Branch,Taiyuan,Shanxi 030024,China)

机构地区：[1]西山煤电电力分公司,山西太原030024

出　　处：《自动化应用》2025年第7期183-185,共3页Automation Application

摘　　要：变电站一次设备的安全稳定运行对电网可靠性非常关键,传统的故障处理方法效率低且易出错,而人工智能技术为其提供了新思路。通过将AI技术应用于变电站一次设备运行故障处理,设计了一套融合数据采集、特征学习、知识推理、策略优化的智能系统。实验结果表明,该系统可实现98.7%的故障诊断准确率,故障定位时间缩短至1.5 min,平均无故障时间提高至352.6 h,为提升电网智能化水平提供了新方案。The safe and stable operation of primary equipment in substations is crucial to the reliability of the power grid.Traditional fault handling methods are inefficient and prone to errors,while artificial intelligence technology provides new ideas for them.By applying AI technology to the fault handling of primary equipment operation in substations,an intelligent system integrating data acquisition,feature learning,knowledge reasoning,and strategy optimization has been designed.The experimental results show that the system can achieve a fault diagnosis accuracy of 98.7%,shorten the fault location time to 1.5 minutes,and increase the average time between failures to 352.6 hours,providing a new solution for improving the intelligence level of the power grid.

关 键 词：变电站 一次设备 故障处理 人工智能 知识图谱 

分 类 号：TM63[电气工程—电力系统及自动化]