电测与仪表2025，Vol.62Issue(10)：13-21,9.DOI:10.19753/j.issn1001-1390.2025.10.002
基于关联规则的变电站电力设备监测系统
Substation power equipment monitoring system based on association rules
摘要
Abstract
The rapid expansion of substation scale has increased the pressure on operation and inspection person-nel,making it difficult for them to detect abnormalities in power equipment in a timely manner when inspecting various equipments in the substation.In response to the above issues,this paper designs a substation power e-quipment status monitoring system based on association rules.The overall architecture of the system and the soft-ware and hardware environment required for system operation are designed.The fuzzy clustering is used to process data collected from substations and distributed systems are utilized to store various types of data.A twin model of the substation is established through surface reconstruction method and the database is designed accord-ingly.An association rule model and a logical information model are established to describe the actual operation status of the substation.Finally,the feasibility of the system is demonstrated through practical application in a certain city company.关键词
数字孪生/变电站巡检/大数据技术/数据管理Key words
digital twins/substation patrol inspection/big data technology/data management分类
信息技术与安全科学引用本文复制引用
姜源,陈磊,王丹,徐东..基于关联规则的变电站电力设备监测系统[J].电测与仪表,2025,62(10):13-21,9.基金项目
国家自然科学基金资助项目(51977084) （51977084）
