A Novel Multi-Stage Economic Dispatch of Microgrid Based on Consensus Protocol of Multi-Agent System

Zhiwen Yu, Yuquan Liu, W. Xiong, Li Wang, Ying Cai, Renbo Wu, Huangsheng Hua, S. Zeng
{"title":"A Novel Multi-Stage Economic Dispatch of Microgrid Based on Consensus Protocol of Multi-Agent System","authors":"Zhiwen Yu, Yuquan Liu, W. Xiong, Li Wang, Ying Cai, Renbo Wu, Huangsheng Hua, S. Zeng","doi":"10.1109/ECCE.2018.8558241","DOIUrl":null,"url":null,"abstract":"Based on the multi-agent system, this paper presents a novel real-time optimization strategy for microgrid, in which distributed generations (DGs) are parallel-connected through droop control. The economic dispatch consists of three stages: 1). A first-order consensus protocol is adopted to obtain the optimal active power regardless of the voltage and frequency regulation. 2). To track the reference, a novel secondary-order consensus protocol is proposed. 3). To optimize the system frequency and voltage, another secondary-order consensus protocol is used to control the droop parameters adaptively. In this paper, the consensus protocol at each stage is fully distributed, in which each agent only requires its neighbors' information. Moreover, the system has globally asymptotic stability proved by the extended Lyapunov theorem. Lastly, simulation cases are studied to validate the proposed strategy.","PeriodicalId":415217,"journal":{"name":"2018 IEEE Energy Conversion Congress and Exposition (ECCE)","volume":"83 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE Energy Conversion Congress and Exposition (ECCE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ECCE.2018.8558241","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

Based on the multi-agent system, this paper presents a novel real-time optimization strategy for microgrid, in which distributed generations (DGs) are parallel-connected through droop control. The economic dispatch consists of three stages: 1). A first-order consensus protocol is adopted to obtain the optimal active power regardless of the voltage and frequency regulation. 2). To track the reference, a novel secondary-order consensus protocol is proposed. 3). To optimize the system frequency and voltage, another secondary-order consensus protocol is used to control the droop parameters adaptively. In this paper, the consensus protocol at each stage is fully distributed, in which each agent only requires its neighbors' information. Moreover, the system has globally asymptotic stability proved by the extended Lyapunov theorem. Lastly, simulation cases are studied to validate the proposed strategy.
基于多智能体共识协议的微电网多阶段经济调度
基于多智能体系统,提出了一种基于下垂控制的分布式代并联微电网实时优化策略。经济调度包括三个阶段:1)采用一阶共识协议,在不考虑电压和频率调节的情况下获得最优有功功率;2)为了跟踪参考,提出了一种新的二阶共识协议。3)为了优化系统频率和电压,采用另一种二阶一致性协议自适应控制下垂参数。在本文中,每个阶段的共识协议都是完全分布式的,其中每个代理只需要其邻居的信息。利用扩展的李雅普诺夫定理证明了系统具有全局渐近稳定性。最后,通过仿真实例对所提策略进行了验证。
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:481959085
Book学术官方微信