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电力大数据:2018,21(10):-
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基于大数据的电力客户行为分析体系研究及实践
凌德祥,黄拓,关晓林,赵严
(国网抚顺供电公司,国网抚顺供电公司,国网抚顺供电公司,国网抚顺供电公司)
Research and Practice of Power Client Behavior Analysis System Based on Large Data
Lingdexiang,Huangtuo,Guanxiaolin and Zhaoyan
(State Grid Fushun Power Supply Company,Fushun,Liaoning,113008,State Grid Fushun Power Supply Company,Fushun,Liaoning,113008,State Grid Fushun Power Supply Company,Fushun,Liaoning,113008,State Grid Fushun Power Supply Company,Fushun,Liaoning,113008)
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投稿时间:2018-06-14    修订日期:2018-06-24
中文摘要: 随着我国电力市场的发展,供电企业紧跟数字化发展步伐加快信息系统建设,各业务系统在运行过程中积累了海量信息数据资源,利用这些数据资源进行数字化分析已经渐渐成为供电企业的重点工作。在供电企业不断地拓展分析范围,优化分析方法的过程中,大量的数据资产被盘活,巨大企业价值与社会价值逐渐显现。大数据技术的使用可体现在电力系统运行的各种环节,为电力信息的商业化利用提供有力支撑。基于大数据技术的电力客户用电行为分析能提高电力系统的运行效率,为供电企业的实际运行提供决策依据。文章分析了国内、外电力行业大数据应用的进程及现状,根据不同类型客户的用电行为建立了基于大数据技术电力客户行为分析体系,对大数据技术的实践情况进行探究,实现电力客户用电行为的深度分析,为客户提供更优质的服务体验。
中文关键词: 大数据  电力客户  行为分析  聚类分析
Abstract:With the development of our country electric power market, power supply enterprises with digital development pace to speed up the information system construction, various business systems in operation process accumulated the massive information data resources, using the data resources of digital analysis has gradually become the focus of the power supply enterprise work.In the process of continuously expanding the scope of analysis and optimizing the analysis methods, a large number of data assets are revitalized, and great enterprise value and social value gradually emerge.The application of big data technology can be used in all aspects of the current power system operation, providing strong support for the commercialization of power information.The analysis of power customer behavior based on big data technology can improve the operation efficiency of power system and provide decision basis for the actual operation of power supply enterprises.This paper analyzes the electric power industry in domestic and foreign large data application process and the present situation, according to the power of different types of customer behavior based on big data technology power customer behavior analysis system, the practice of big data technology, realize the depth of the electric power customer electricity behavior analysis, to provide customers with more quality service experience.
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