基于大数据技术的智能电表运行状态分析系统研究  

Study on the operation state analysis system of intelligent electric meter based on big data technology

作　　者：常青[1] 严小文[2] 陶晓峰[2] 付峰[2] 

机构地区：[1]南瑞集团公司(国网电力科学研究院),江苏南京211106 [2]国电南瑞科技股份有限公司,江苏南京211106

出　　处：《自动化与仪器仪表》2015年第12期4-6,9,共4页Automation & Instrumentation

摘　　要：基于大数据技术的智能电表运行状态分析系统通过分布式存储、分布式分析计算和数据挖掘,将用电信息采集系统、计量生产调度平台、营销业务系统等系统中的电能表信息的海量数据转化成智能电表运行状态报告,指导工作人员对电表进行校表或轮换,解决了现行电表管理方式浪费人力物力资源的问题。阐述了大数据技术和数据挖掘的概念和关键技术,详细介绍了分层结构的智能电表运行状态分析系统大数据平台。Analysis system of running state of intelligent electric meters on big data technology putting the huge amounts of da-ta of meters'information which in the acquisition system of electricity information, measuring platform of production scheduling and marketing business system,etc into a smart meter running status report by the technology of the distributed storage ,distributed analysis computing and data mining, to guide the staff to school or rotation meters, it solved the problems that the current meter man-agement method waste manpower and resources.Paper expounds the concepts and key points of the big data technology and data mining, and introduces the hierarchical structure big data platform of smart meter running state analysis system.

关 键 词：智能电表 大数据技术 数据挖掘 MOHOUT 

分 类 号：TM933.4[电气工程—电力电子与电力传动] TP311.13[自动化与计算机技术—计算机软件与理论]