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}
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.