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Distributed Online Optimal Energy Management for Smart Grids
文献类型：期刊论文
| 作者 | Zhang, Wei; Xu, Yinliang; Liu, Wenxin; Zang CZ(臧传治) ; Yu HB(于海斌)
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| 刊名 | IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
 |
| 出版日期 | 2015 |
| 卷号 | 11期号:3页码:717-727 |
| 关键词 | Distributed algorithm multiagent system (MAS) optimal energy management (OEM) smart grids |
| ISSN号 | 1551-3203 |
| 产权排序 | 4 |
| 通讯作者 | Zhang, Wei |
| 中文摘要 | 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. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Automation & Control Systems ; Computer Science, Interdisciplinary Applications ; Engineering, Industrial |
| 研究领域[WOS] | Automation & Control Systems ; Computer Science ; Engineering |
| 关键词[WOS] | REACTIVE POWER DISPATCH ; ECONOMIC LOAD DISPATCH ; DEMAND RESPONSE ; ALGORITHM ; REAL ; OPTIMIZATION ; CHALLENGES ; CONSENSUS ; NETWORK |
| 收录类别 | SCI ; EI |
| 语种 | 英语 |
| WOS记录号 | WOS:000356180000016 |
| 源URL | [http://ir.sia.cn/handle/173321/16470]  |
| 专题 | 沈阳自动化研究所_工业控制网络与系统研究室 |
| 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. |
入库方式： OAI收割
来源：沈阳自动化研究所
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