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A stochastic programming strategy in microgrid cyber physical energy system for energy optimal operation
Li HP(李鹤鹏); Zang CZ(臧传治); Zeng P(曾鹏); Yu HB(于海斌); Li ZW(李忠文)
作者部门工业控制网络与系统研究室
关键词Microgrids (Mgs) Cyber Physical Energy System (Cpes) Uncertainty Stochastic Programming Energy Optimal Operation
发表期刊IEEE/CAA Journal of Automatica Sinica
ISSN2329-9266
2015
卷号2期号:3页码:296-303
收录类别EI ; CSCD
EI收录号20152901039647
CSCD记录号CSCD:5474647
产权排序1
资助机构National Natural Science Foundation of China (61100159, 61233007), National High Technology Research and Development Program of China (863 Program) (2011AA040103), Foundation of Chinese Academy of Sciences (KGCX2-EW-104), Financial Support of the Strategic Priority Research Program of Chinese Academy of Sciences (XDA06021100), and the Cross-disciplinary Collaborative Teams Program for Science, Technology and Innovation, of Chinese Academy of Sciences-Network and System Technologies for Security Monitoring and Information Interaction in Smart Grid Energy Management System for Micro-smart Grid
摘要This paper focuses on the energy optimal operation problem of microgrids (MGs) under stochastic environment. The deterministic method of MGs operation is often uneconomical because it fails to consider the high randomness of unconventional energy resources. Therefore, it is necessary to develop a novel operation approach combining the uncertainty in the physical world with modeling strategy in the cyber system. This paper proposes an energy scheduling optimization strategy based on stochastic programming model by considering the uncertainty in MGs. The goal is to minimize the expected operation cost of MGs. The uncertainties are modeled based on autoregressive moving average (ARMA) model to expose the effects of physical world on cyber world. Through the comparison of the simulation results with deterministic method, it is shown that the effectiveness and robustness of proposed stochastic energy scheduling optimization strategy for MGs are valid.
语种英语
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文献类型期刊论文
条目标识符http://ir.sia.cn/handle/173321/16823
专题工业控制网络与系统研究室
通讯作者Li HP(李鹤鹏)
作者单位Laboratory of Networked Control Systems, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China
推荐引用方式
GB/T 7714
Li HP,Zang CZ,Zeng P,et al. A stochastic programming strategy in microgrid cyber physical energy system for energy optimal operation[J]. IEEE/CAA Journal of Automatica Sinica,2015,2(3):296-303.
APA Li HP,Zang CZ,Zeng P,Yu HB,&Li ZW.(2015).A stochastic programming strategy in microgrid cyber physical energy system for energy optimal operation.IEEE/CAA Journal of Automatica Sinica,2(3),296-303.
MLA Li HP,et al."A stochastic programming strategy in microgrid cyber physical energy system for energy optimal operation".IEEE/CAA Journal of Automatica Sinica 2.3(2015):296-303.
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