电测与仪表2016，Vol.53Issue(13)：65-69,5.
基于数据挖掘的智能电能表在线监测方法
Method of smart meter online monitoring based on data mining
王新刚 1吴颖 1张垠1
作者信息
- 1. 国网上海市电力公司电力科学研究院，上海200437
- 折叠
摘要
Abstract
Interesting Information is extracted from the data acquisition system by data mining technology, a method of smart meter online monitoring based on association rules of data mining is proposed, which the implementation mode is designed according to the structure of data acquisition system.The structure of online monitoring system is composed by transport layer and application layer.The fault information is produced after analyzing the data of the abnormal op-eration status of smart meter using real-time monitoring by the transport layer.Association rules are calculated from the database using offline operation mode by the application layer, and the fault diagnosis is realized using online opera-tion mode by the comparison of the rules and fault information after transition.Results of calculation example indicate that the proposed method is effective and accurate for fault diagnosis, and available for application.关键词
数据挖掘/在线监测/智能电能表/采集系统Key words
data mining/online monitoring/smart meter/data acquisition system分类
信息技术与安全科学引用本文复制引用
王新刚,吴颖,张垠..基于数据挖掘的智能电能表在线监测方法[J].电测与仪表,2016,53(13):65-69,5.
