基于新型层次共识的智能电网鲁棒分布式资源聚合控制

A. Ghaznavi, S. Almodarresi
{"title":"基于新型层次共识的智能电网鲁棒分布式资源聚合控制","authors":"A. Ghaznavi, S. Almodarresi","doi":"10.1109/KBEI.2019.8735083","DOIUrl":null,"url":null,"abstract":"Multi-agent system control based on consensus algorithm is an important solution to coordinate distributed energy resources within micro and nanogrids. A significant challenge in the application of consensus algorithm is delay among agents particularly in networks with hubs. In this paper, a novel hierarchical consensus algorithm based on the idea of virtual reduction of hub agents is proposed. As a result, significant gain in consensus speed is obtained which offers a potential time margin for applying techniques against delay, communications failure and other risks to information exchange among agents. The algorithm application is studied in the coordination of distributed photovoltaic resources of several nanogrids as a possible scale-free network with hub via simulation as well.","PeriodicalId":339990,"journal":{"name":"2019 5th Conference on Knowledge Based Engineering and Innovation (KBEI)","volume":"68 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Robust Distributed Resource Aggregation Control in Smart Grid based on a Novel Hierarchical Consensus\",\"authors\":\"A. Ghaznavi, S. Almodarresi\",\"doi\":\"10.1109/KBEI.2019.8735083\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Multi-agent system control based on consensus algorithm is an important solution to coordinate distributed energy resources within micro and nanogrids. A significant challenge in the application of consensus algorithm is delay among agents particularly in networks with hubs. In this paper, a novel hierarchical consensus algorithm based on the idea of virtual reduction of hub agents is proposed. As a result, significant gain in consensus speed is obtained which offers a potential time margin for applying techniques against delay, communications failure and other risks to information exchange among agents. The algorithm application is studied in the coordination of distributed photovoltaic resources of several nanogrids as a possible scale-free network with hub via simulation as well.\",\"PeriodicalId\":339990,\"journal\":{\"name\":\"2019 5th Conference on Knowledge Based Engineering and Innovation (KBEI)\",\"volume\":\"68 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-02-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 5th Conference on Knowledge Based Engineering and Innovation (KBEI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/KBEI.2019.8735083\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 5th Conference on Knowledge Based Engineering and Innovation (KBEI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/KBEI.2019.8735083","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

基于共识算法的多智能体系统控制是微纳米电网内分布式能源协调的重要解决方案。共识算法应用中的一个重大挑战是agent之间的延迟,特别是在具有集线器的网络中。本文提出了一种基于轮毂代理虚拟约简思想的分层共识算法。结果,在共识速度上获得了显著的增益,这为在代理之间的信息交换中应用针对延迟、通信失败和其他风险的技术提供了潜在的时间裕度。通过仿真研究了该算法在多个纳米电网分布式光伏资源协调中的应用,并将其作为一种可能的无标度集线器网络。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Robust Distributed Resource Aggregation Control in Smart Grid based on a Novel Hierarchical Consensus
Multi-agent system control based on consensus algorithm is an important solution to coordinate distributed energy resources within micro and nanogrids. A significant challenge in the application of consensus algorithm is delay among agents particularly in networks with hubs. In this paper, a novel hierarchical consensus algorithm based on the idea of virtual reduction of hub agents is proposed. As a result, significant gain in consensus speed is obtained which offers a potential time margin for applying techniques against delay, communications failure and other risks to information exchange among agents. The algorithm application is studied in the coordination of distributed photovoltaic resources of several nanogrids as a possible scale-free network with hub via simulation as well.
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