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1.北京电力交易中心有限公司,北京市 100031
2.国网信息通信产业集团有限公司,北京市 102211
3.中国电力科学研究院有限公司(南京),江苏省南京市 210003
刘永辉(1981—),男,高级工程师,主要研究方向:电力系统自动化。E-mail:yonghui-liu@sgcc.com.cn
张显(1977—),男,博士,教授级高级工程师,主要研究方向:电力市场运营与管理、电力系统优化。E-mail:xian-zhang@sgcc.com.cn
孙鸿雁(1988—),男,通信作者,工程师,主要研究方向:计算机工程、电力交易技术支持系统。E-mail:sunhongyan@sgitg.sgcc.com.cn
收稿日期:2020-06-03,
修回日期:2020-10-10,
网络出版日期:2021-03-12,
纸质出版日期:2021-06-10
移动端阅览
刘永辉,张显,孙鸿雁等.能源互联网背景下电力市场大数据应用探讨[J].电力系统自动化,2021,45(11):1-10.
LIU Yonghui,ZHANG Xian,SUN Hongyan,et al.Discussion on Application of Big Data in Electricity Market in Background of Energy Internet[J].Automation of Electric Power Systems,2021,45(11):1-10.
刘永辉,张显,孙鸿雁等.能源互联网背景下电力市场大数据应用探讨[J].电力系统自动化,2021,45(11):1-10. DOI: 10.7500/AEPS20200603006.
LIU Yonghui,ZHANG Xian,SUN Hongyan,et al.Discussion on Application of Big Data in Electricity Market in Background of Energy Internet[J].Automation of Electric Power Systems,2021,45(11):1-10. DOI: 10.7500/AEPS20200603006.
能源互联网是能源发展的必然趋势。文中从电力市场交易运营数字化转型升级的愿景出发,结合电力市场的数据形态
探讨了大数据采集存储、分析处理以及数据展现等方面的关键技术。提出以“云计算+大中台”的技术路径实现电力市场业务中台、大数据中台、人工智能中台的整合架构体系,并基于能源互联网背景下的电力市场交易业务分析,阐述了电力市场大数据应用的若干业务场景。
Energy Internet is the inevitable development trend of energy industry. Starting from the vision of the digital transformation and upgrading of electricity market trading and operation
combined with the data form of the electricity market
this paper discusses the key technologies of big data acquisition and storage
analysis and processing
and data presentation. The technical path of “cloud computing + big middle-end platform” is put forward to realize the integrated system architecture of the electricity market business middle-end platform
big data middle-end platform
and artificial intelligence middle platform. Based on the analysis of the electricity market trading business in the Energy Internet
several business scenarios of the big data application in the electricity market are described.
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