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文章摘要
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
Received:July 07, 2023  Revised:August 28, 2023
DOI:10.19753/j.issn1001-1390.2025.10.002
中文关键词: 数字孪生  变电站巡检  大数据技术  数据管理
英文关键词: digital twins, substation patrol inspection, big data technology, data management
基金项目:国家自然科学基金资助项目(51977084)
Author NameAffiliationE-mail
JIANG Yuan Shaanxi Electric Power Design Institute Co, Ltd, China Energy Engineering Group Xi’an Yunmai Intelligent Technology Co, Ltd jiyuhedian112@163.com 
CHEN Lei* Shaanxi Electric Power Design Institute Co, Ltd, China Energy Engineering Group Xi’an Yunmai Intelligent Technology Co, Ltd jiyuhedian112@163.com 
WANG Dan Shaanxi Electric Power Design Institute Co, Ltd, China Energy Engineering Group Xi’an Yunmai Intelligent Technology Co, Ltd jiyuhedian112@163.com 
XU Dong Xi'
'
an Yunmai Intelligent Technology Co., Ltd 
jiyuhedian112@163.com 
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中文摘要:
      变电站规模的迅速扩大增加了运检人员的压力,使得运检人员对变电站各设备进行巡视时难以及时发现电力设备的异常。针对上述问题,文章提出了基于关联规则的变电站电力设备状态监测系统。设计了系统的整体构架以及系统运行所需要的软硬件环境;采用模糊聚类处理变电站采集的数据,利用分布式系统存储各类型数据;通过曲面重构方法建立变电站孪生模型,并对数据库进行相应设计;建立关联规则模型和逻辑信息模型描述实际变电站运行状态;最后,通过在某地市公司的实际应用证明了系统可行性。
英文摘要:
      The rapid expansion of substation scale has increased the pressure on operation and inspection personnel, 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 equipment status monitoring system based on association rules. The overall architecture of the system and the software 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 accordingly. 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.
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