摘要
以美国Auto Grid公司及其2个产品(能量数据平台EDP和需求侧优化管理系统DROMS)为例,分析了大数据技术在配电网数据分析中的应用。首先,简要介绍了主动配电网中大数据的典型特点;然后列举了EDP和DROMS的关键技术和主要功能,并介绍了Auto Grid公司的4个典型应用案例;最后,结合配电网的设备水平和运行水平,总结归纳了配电网大数据应用的关键技术,提出配电网大数据应用的实施路线图。
Auto Grid Company and its two products, Energy Data Platform（EDP） and Demand Response Optimization and Management System（DROMS）, are taken as examples. Firstly, characteristics and features of active distribution system data are summarized. Then, key technologies and main functions of EDP and DROMS are described in detail. Four study cases are employed to illustrate their applications. Finally, prospective application of big data technology is analyzed based on development of active distribution system. Some useful advices and suggestions are also proposed to ensure safe, reliable and economic operation of distribution system.
出处
《电网技术》
EI
CSCD
北大核心
2015年第11期3114-3121,共8页
Power System Technology
基金
Project Supported by National Natural Science Foundation of China(51407186)~~
关键词
大数据
主动配电网
能量数据平台
需求侧优化管理系统
big data
active distribution system
energy data platform
demand response optimization and management system
