基于离散时间通信的分布式资源优化配置及其在电力系统经济调度中的应用

Weiyong Yu, Zhenhua Deng, Hongbing Zhou, Yiguang Hong
{"title":"基于离散时间通信的分布式资源优化配置及其在电力系统经济调度中的应用","authors":"Weiyong Yu, Zhenhua Deng, Hongbing Zhou, Yiguang Hong","doi":"10.1109/COASE.2017.8256268","DOIUrl":null,"url":null,"abstract":"In this paper, the problem of distributed resource allocation optimization is investigated for continuous-time multi-agent systems with discrete-time communication. A gradient-based continuous-time algorithm is proposed to solve this network resource allocation problem. A sufficient condition on the communication period is given to show that the proposed algorithm can achieve the exact optimization with exponential convergence rate. Finally, an example of economic dispatch in power grids is given to illustrate the effectiveness of the presented algorithm.","PeriodicalId":445441,"journal":{"name":"2017 13th IEEE Conference on Automation Science and Engineering (CASE)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Distributed resource allocation optimization with discrete-time communication and application to economic dispatch in power systems\",\"authors\":\"Weiyong Yu, Zhenhua Deng, Hongbing Zhou, Yiguang Hong\",\"doi\":\"10.1109/COASE.2017.8256268\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, the problem of distributed resource allocation optimization is investigated for continuous-time multi-agent systems with discrete-time communication. A gradient-based continuous-time algorithm is proposed to solve this network resource allocation problem. A sufficient condition on the communication period is given to show that the proposed algorithm can achieve the exact optimization with exponential convergence rate. Finally, an example of economic dispatch in power grids is given to illustrate the effectiveness of the presented algorithm.\",\"PeriodicalId\":445441,\"journal\":{\"name\":\"2017 13th IEEE Conference on Automation Science and Engineering (CASE)\",\"volume\":\"19 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-08-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2017 13th IEEE Conference on Automation Science and Engineering (CASE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/COASE.2017.8256268\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 13th IEEE Conference on Automation Science and Engineering (CASE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/COASE.2017.8256268","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4

摘要

研究了具有离散通信的连续时间多智能体系统的分布式资源分配优化问题。针对这一网络资源分配问题,提出了一种基于梯度的连续时间算法。给出了通信周期的充分条件,表明该算法能够以指数收敛速度实现精确的优化。最后,以电网经济调度为例说明了该算法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Distributed resource allocation optimization with discrete-time communication and application to economic dispatch in power systems
In this paper, the problem of distributed resource allocation optimization is investigated for continuous-time multi-agent systems with discrete-time communication. A gradient-based continuous-time algorithm is proposed to solve this network resource allocation problem. A sufficient condition on the communication period is given to show that the proposed algorithm can achieve the exact optimization with exponential convergence rate. Finally, an example of economic dispatch in power grids is given to illustrate the effectiveness of the presented algorithm.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
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:481959085
Book学术官方微信