电力系统自动化2016，Vol.40Issue(8)：1-13,13.DOI:10.7500/AEPS20160311004
大能源思维与大数据思维的融合（二）应用及探索
Integration of Macro Energy Thinking and Big Data Thinking Part Two Applications and Explorations
摘要
Abstract
In part one of this series paper,the big data thinking and the macro energy thinking have been explained.On one hand,the energy system is considered in the context of the cyber-physical system,to break down the physical barriers among power system,primary energy system and end-use energy system.On the other hand,the private network and the Internet are combined together to constitute the communication system,to break down the barriers between operation and business activities.Thus,the above-mentioned physical and information systems can be integrated into a cyber-physical system, through causal data,statistical data,gambling data and corresponding big data technology.Along this direction,this paper explores the applications of power (energy) big data.Based on several topics that have been studied,the significance and approaches of big data technology in enhancing the economy and reliability of energy flow in different spatial and temporal scales are induced,which include:① introduce casual analysis measures to topics that usually relied entirely on statistical analysis,to improve the applicability and accuracy;② introduce statistical analysis measures to topics that usually relied entirely on casual analysis, to enhance the efficiency; ③ combine casual analysis, statistical analysis and experimental economics simulation analysis,to create a new research area of what a single analysis paradigm cannot solved,such as the interactions between the macro energy system and the natural environment,the social environment,market economy,policy and other non-energy sectors.关键词
一次能源/终端能源/大数据技术/智能电网/信息物理系统(CPS)/决策支持/应用研究Key words
primary energy/end-use energy/big data technology/smart grid/cyber-physical system(CPS)/decision support/application research引用本文复制引用
薛禹胜,赖业宁..大能源思维与大数据思维的融合（二）应用及探索[J].电力系统自动化,2016,40(8):1-13,13.基金项目
国家自然科学基金重点资助项目(61533010) （61533010）
中英合作研究项目(513111025-2013) （513111025-2013）
中泰合作研究项目(5151101161) （5151101161）
国家电网公司科技项目。This work is supported by National Natural Science Foundation of China (No.61533010),NSFC-EPSRC Collaborative Project(No.513111025-2013),China-Thailand Cooperation Fund Project (No.5151101161),and State Grid Corporation of China （No.61533010）
