电网技术2017，Vol.41Issue(10)：3333-3340,8.DOI:10.13335/j.1000-3673.pst.2017.1624
配用电数据分析及应用
Distribution System Data Analytics and Applications
摘要
Abstract
In order to realize the value of the massive, polymorphic, heterogeneous and high-dimensional distribution network data, this paper introduces the current situation of data analytics and the importance and requirements of beyond metering firstly. Then the main applications of the data analytics in the field of load forecasting, state estimation, energy theft detection, demand response and so on, is presented. The trend of data analytics is summarized for both international and China. To demonstrate its real world applications, two practical data analytics implementation examples are presented with one is smart meter data based energy theft detection by BC Hydro and another is transformer customer connection mapping verification in State Grid of China. Finally, the prospects of the distribution data analytics are discussed.关键词
配用电数据/智能电表/数据分析应用Key words
distribution and utilization/smart meter/data analytics分类
信息技术与安全科学引用本文复制引用
王鹏,林佳颖,郭屾,栾文鹏,林涛..配用电数据分析及应用[J].电网技术,2017,41(10):3333-3340,8.基金项目
国家电网公司科技项目(SGTJDK00DWJS1700030)("城市配电网量测体系优化配置与关键特征参数辨识技术研究及示范").Funded by Science and Technology Research Program of State Grid Corporation of China (SGTJDK00DWJS1700030) (Research and Demonstration for Urban Distribution Network Metering System Optimization and Key Parameter Identification) . （SGTJDK00DWJS1700030）
