Joint real-time energy and demand-response management using a hybrid coalitional-noncooperative game

Fulin He, Yi Gu, Jun Hao, J. Zhang, Jiaolong Wei, Y. Zhang
{"title":"Joint real-time energy and demand-response management using a hybrid coalitional-noncooperative game","authors":"Fulin He, Yi Gu, Jun Hao, J. Zhang, Jiaolong Wei, Y. Zhang","doi":"10.1109/ACSSC.2015.7421266","DOIUrl":null,"url":null,"abstract":"In order to model the interactions among utility companies, building demands and renewable energy generators (REGs), a hybrid coalitional-noncooperative game framework has been proposed. We formulate a dynamic non-cooperative game to study the energy dispatch within multiple utility companies, while we take a coalitional perspective on REGs and buildings demands through a hedonic coalition formation game approach. In this case, building demands request different power supply from REGs, then the building demands can be organized into an ultimate coalition structure through a distributed hedonic shift algorithm. At the same time, utility companies can also obtain a stable power generation profile. In addition, the interactive progress among the utility companies and building demands which cannot be supplied by REGs is implemented by distributed game theoretic algorithms. Numerical results illustrate that the proposed hybrid coalitional-noncooperative game scheme reduces the cost of both building demands and utility companies compared with the initial scene.","PeriodicalId":172015,"journal":{"name":"2015 49th Asilomar Conference on Signals, Systems and Computers","volume":"18 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 49th Asilomar Conference on Signals, Systems and Computers","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ACSSC.2015.7421266","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5

Abstract

In order to model the interactions among utility companies, building demands and renewable energy generators (REGs), a hybrid coalitional-noncooperative game framework has been proposed. We formulate a dynamic non-cooperative game to study the energy dispatch within multiple utility companies, while we take a coalitional perspective on REGs and buildings demands through a hedonic coalition formation game approach. In this case, building demands request different power supply from REGs, then the building demands can be organized into an ultimate coalition structure through a distributed hedonic shift algorithm. At the same time, utility companies can also obtain a stable power generation profile. In addition, the interactive progress among the utility companies and building demands which cannot be supplied by REGs is implemented by distributed game theoretic algorithms. Numerical results illustrate that the proposed hybrid coalitional-noncooperative game scheme reduces the cost of both building demands and utility companies compared with the initial scene.
基于联合非合作博弈的联合实时能源和需求响应管理
为了模拟公用事业公司、建筑需求和可再生能源发电商之间的相互作用,提出了一个混合联盟-非合作博弈框架。我们建立了一个动态的非合作博弈来研究多家公用事业公司内部的能源调度,而我们通过一个享乐联盟形成博弈的方法,从联盟的角度来研究REGs和建筑需求。在这种情况下,建筑需求对REGs的供电要求不同,然后通过分布式享乐移位算法将建筑需求组织成一个最终的联盟结构。同时,公用事业公司也可以获得稳定的发电概况。此外,利用分布式博弈论算法实现了公用事业公司与建筑需求之间的交互过程,而这些过程是由REGs无法提供的。数值结果表明,与初始场景相比,所提出的联合-非合作混合博弈方案降低了建筑需求和公用事业公司的成本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信