Cooperative Multi-Agent based Distributed Power Sharing Strategy in Low Voltage Microgrids

M. Rahman, T. Orchi, S. Saha, M. E. Haque
{"title":"Cooperative Multi-Agent based Distributed Power Sharing Strategy in Low Voltage Microgrids","authors":"M. Rahman, T. Orchi, S. Saha, M. E. Haque","doi":"10.1109/IAS.2019.8912416","DOIUrl":null,"url":null,"abstract":"In this paper, a cooperative multi-agent system (MAS) is presented for active and reactive power sharing in microgrids through a coupling of distributed control and communication techniques. Due to the natural intermittency of wind and solar, and limited capacity of battery storages, it is essential to manage proper power sharing to ensure the supply-demand balance. In order to optimally utilize of battery storage capacity, this paper emphasizes the power regulation from power electronic inverter interfaced battery storage units. A benchmark low voltage (LV) microgrid is considered and the MAS framework is developed through the well-known graph theory to enable a communication link among the controllable battery inverters where each agent is considered to be embedded to the battery inverter control unit. An optimal linear quadratic regulator (LQR) is designed within a distributed envelop to regulate the power injections into the system from the battery inverters. The consensus of intelligent agents is achieved through the information exchange among the controllable battery units.","PeriodicalId":376719,"journal":{"name":"2019 IEEE Industry Applications Society Annual Meeting","volume":"16 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 IEEE Industry Applications Society Annual Meeting","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IAS.2019.8912416","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

Abstract

In this paper, a cooperative multi-agent system (MAS) is presented for active and reactive power sharing in microgrids through a coupling of distributed control and communication techniques. Due to the natural intermittency of wind and solar, and limited capacity of battery storages, it is essential to manage proper power sharing to ensure the supply-demand balance. In order to optimally utilize of battery storage capacity, this paper emphasizes the power regulation from power electronic inverter interfaced battery storage units. A benchmark low voltage (LV) microgrid is considered and the MAS framework is developed through the well-known graph theory to enable a communication link among the controllable battery inverters where each agent is considered to be embedded to the battery inverter control unit. An optimal linear quadratic regulator (LQR) is designed within a distributed envelop to regulate the power injections into the system from the battery inverters. The consensus of intelligent agents is achieved through the information exchange among the controllable battery units.
基于协同多智能体的低压微电网分布式电力共享策略
本文通过分布式控制和通信技术的耦合,提出了一种用于微电网有功和无功共享的协同多智能体系统(MAS)。由于风能和太阳能的自然间歇性,以及电池储能容量有限,合理管理电力共享以保证供需平衡至关重要。为了最大限度地利用电池储能容量,本文重点研究了电力电子逆变器接口电池储能单元的功率调节问题。考虑了一个基准低压微电网,并通过众所周知的图论开发了MAS框架,以实现可控电池逆变器之间的通信链路,其中每个代理都被认为嵌入到电池逆变器控制单元中。在分布式包络内设计了最优线性二次型调节器(LQR)来调节电池逆变器注入系统的功率。智能体的共识是通过可控电池单元之间的信息交换来实现的。
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