电测与仪表2026，Vol.63Issue(1)：83-91,9.DOI:10.19753/j.issn1001-1390.2026.01.009
基于多源数据的配电网安全防误操作系统研究
Research on security and misoperation prevention system for distribution network based on multi-source data
摘要
Abstract
The complex structure of distribution network and the cumbersome operation procedures make it easy to cause misoperation accidents during the operation process.In response to this issue,this paper studies the research of distribution network security risk prevention and control system based on multi-source data.The overall frame-work of the system implementation and the specific design of each module are designed.Multiple system data from the same source system,self distribution system,and supply and service system are integrated,and real-time data processing and classification storage are adopted using a subscription message queue.Based on the integration of multi-source data from distribution network security risk prevention and control system,the random forest algorithm is used to judge the abnormal operating status.Through the actual application of a city company,the method and system are verified to meet practical needs in abnormal data detection,response speed,and misoperation prevention unlocking accuracy,thereby ensuring the safe operation of distribution network.关键词
多源数据/配电网/防误操作/异常检测Key words
multi-source data/distribution network/misoperation prevention/anomaly detection分类
信息技术与安全科学引用本文复制引用
张韶华,何玉鹏..基于多源数据的配电网安全防误操作系统研究[J].电测与仪表,2026,63(1):83-91,9.基金项目
国家自然科学基金资助项目(51907106) （51907106）
