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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)
Department工业控制网络与系统研究室
Source PublicationIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
ISSN1551-3203
2015
Volume11Issue:3Pages:717-727
Indexed BySCI ; EI
EI Accession number20153001061229
WOS IDWOS:000356180000016
Contribution Rank4
Funding OrganizationU.S. National Science Foundation [ECCS 1125776]
KeywordDistributed Algorithm Multiagent System (Mas) Optimal Energy Management (Oem) Smart Grids
AbstractTraditionally, 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.
Language英语
WOS HeadingsScience & Technology ; Technology
WOS SubjectAutomation & Control Systems ; Computer Science, Interdisciplinary Applications ; Engineering, Industrial
WOS KeywordREACTIVE POWER DISPATCH ; ECONOMIC LOAD DISPATCH ; DEMAND RESPONSE ; ALGORITHM ; REAL ; OPTIMIZATION ; CHALLENGES ; CONSENSUS ; NETWORK
WOS Research AreaAutomation & Control Systems ; Computer Science ; Engineering
Citation statistics
Cited Times:58[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.sia.cn/handle/173321/16470
Collection工业控制网络与系统研究室
Corresponding AuthorZhang, Wei
Affiliation1.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
Recommended Citation
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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