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Distributed Online Optimal Energy Management for Smart Grids
Zhang, Wei; Xu, Yinliang; Liu, Wenxin; Zang CZ(臧传治); Yu HB(于海斌)
作者部门工业控制网络与系统研究室
关键词Distributed Algorithm Multiagent System (Mas) Optimal Energy Management (Oem) Smart Grids
发表期刊IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
ISSN1551-3203
2015
卷号11期号:3页码:717-727
收录类别SCI ; EI
EI收录号20153001061229
WOS记录号WOS:000356180000016
产权排序4
资助机构U.S. National Science Foundation [ECCS 1125776]
摘要Traditionally, economic dispatch and demand response (DR) are considered separately, or implemented sequentially, which may degrade the energy efficiency of the power grids. One important goal of optimal energy management (OEM) is to maximize the social welfare through the coordination of the suppliers' generations and customers' demands. Thus, it is desirable to consider the interactive operation of economic dispatch and DR, and solve them in an integrated way. This paper proposes a fully distributed online OEM solution for smart grids. The proposed solution considers the economic dispatch of conventional generators, DR of users, and operating conditions of renewable generators all together. The proposed distributed solution is developed based on a market-based self-interests motivation model since this model can realize the global social welfare maximization among system participants. The proposed solution can be implemented with multiagent system with each system participant assigned with an energy management agent. Based on the designed distributed algorithms for price updating and supply-demand mismatch discovery, the OEM among agents can be achieved in a distributed way. Simulation results demonstrate the effectiveness of the proposed solution.
语种英语
WOS标题词Science & Technology ; Technology
WOS类目Automation & Control Systems ; Computer Science, Interdisciplinary Applications ; Engineering, Industrial
关键词[WOS]REACTIVE POWER DISPATCH ; ECONOMIC LOAD DISPATCH ; DEMAND RESPONSE ; ALGORITHM ; REAL ; OPTIMIZATION ; CHALLENGES ; CONSENSUS ; NETWORK
WOS研究方向Automation & Control Systems ; Computer Science ; Engineering
引用统计
文献类型期刊论文
条目标识符http://ir.sia.cn/handle/173321/16470
专题工业控制网络与系统研究室
通讯作者Zhang, Wei
作者单位1.Department of Electrical Engineering, Harbin Institute of Technology, Harbin, China
2.Sun Yat-sen University-Carnegie Mellon University Joint Institute of Engineering, Sun Yat-Sen University, Guangzhou, China
3.Department of Electrical and Computer Engineering, Lehigh University, Bethlehem, PA, United States
4.Chinese Academy of Sciences, Shenyang Institute of Automation, Shenyang, China
推荐引用方式
GB/T 7714
Zhang, Wei,Xu, Yinliang,Liu, Wenxin,et al. Distributed Online Optimal Energy Management for Smart Grids[J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS,2015,11(3):717-727.
APA Zhang, Wei,Xu, Yinliang,Liu, Wenxin,Zang CZ,&Yu HB.(2015).Distributed Online Optimal Energy Management for Smart Grids.IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS,11(3),717-727.
MLA Zhang, Wei,et al."Distributed Online Optimal Energy Management for Smart Grids".IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 11.3(2015):717-727.
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