Optimal Communication Network Design for Discrete-Time Distributed Secondary Control of Islanded Microgrid

IF 8.6 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Smart Grid Pub Date : 2024-06-24 DOI:10.1109/TSG.2024.3418069
Lei Huang;Wei Sun;Qiyue Li;Haiyan Zhang;Weitao Li
{"title":"Optimal Communication Network Design for Discrete-Time Distributed Secondary Control of Islanded Microgrid","authors":"Lei Huang;Wei Sun;Qiyue Li;Haiyan Zhang;Weitao Li","doi":"10.1109/TSG.2024.3418069","DOIUrl":null,"url":null,"abstract":"The communication network design significantly influences the control performance and stability of distributed secondary control in islanded microgrids (IMGs). Existing communication network design methods, rooted in continuous-time control theory, are ill-suited for IMG discrete-time control systems and may even result in instability. To address this disparity, we propose an optimal communication network design method for discrete-time distributed secondary control of IMGs, encompassing communication topology and weight design. Initially, discrete-time convergence conditions are derived and a novel convergence performance metric is introduced for distributed secondary control of IMGs. Subsequently, an optimal weight design for a specific communication topology is presented, achieved by solving a semi-definite programming (SDP) problem. To accelerate the solution of this SDP, we provide a method of selecting an appropriate initial value for iteration. A design approach for the optimal communication topology is then outlined, capable of identifying the communication topology with optimal performance under cost constraints. Simulation cases validate that the proposed communication network design yields superior control performance compared to the existing design.","PeriodicalId":13331,"journal":{"name":"IEEE Transactions on Smart Grid","volume":null,"pages":null},"PeriodicalIF":8.6000,"publicationDate":"2024-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Smart Grid","FirstCategoryId":"5","ListUrlMain":"https://ieeexplore.ieee.org/document/10570067/","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0

Abstract

The communication network design significantly influences the control performance and stability of distributed secondary control in islanded microgrids (IMGs). Existing communication network design methods, rooted in continuous-time control theory, are ill-suited for IMG discrete-time control systems and may even result in instability. To address this disparity, we propose an optimal communication network design method for discrete-time distributed secondary control of IMGs, encompassing communication topology and weight design. Initially, discrete-time convergence conditions are derived and a novel convergence performance metric is introduced for distributed secondary control of IMGs. Subsequently, an optimal weight design for a specific communication topology is presented, achieved by solving a semi-definite programming (SDP) problem. To accelerate the solution of this SDP, we provide a method of selecting an appropriate initial value for iteration. A design approach for the optimal communication topology is then outlined, capable of identifying the communication topology with optimal performance under cost constraints. Simulation cases validate that the proposed communication network design yields superior control performance compared to the existing design.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
岛式微电网离散时间分布式二次控制的最佳通信网络设计
通信网络设计对孤岛微电网(IMG)中分布式二次控制的控制性能和稳定性有很大影响。现有的通信网络设计方法植根于连续时间控制理论,不适合 IMG 离散时间控制系统,甚至可能导致不稳定。为了解决这一矛盾,我们提出了一种用于 IMG 离散时分布式二级控制的最优通信网络设计方法,包括通信拓扑结构和权重设计。首先,我们得出了离散时间收敛条件,并为 IMG 分布式二级控制引入了新的收敛性能指标。随后,介绍了特定通信拓扑的最优权重设计,该设计是通过求解半有限编程(SDP)问题实现的。为了加快 SDP 的求解速度,我们提供了一种为迭代选择合适初始值的方法。然后,我们概述了一种最佳通信拓扑结构的设计方法,这种方法能够在成本约束条件下确定具有最佳性能的通信拓扑结构。模拟案例验证了所提出的通信网络设计与现有设计相比具有更优越的控制性能。
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 去求助
来源期刊
IEEE Transactions on Smart Grid
IEEE Transactions on Smart Grid ENGINEERING, ELECTRICAL & ELECTRONIC-
CiteScore
22.10
自引率
9.40%
发文量
526
审稿时长
6 months
期刊介绍: The IEEE Transactions on Smart Grid is a multidisciplinary journal that focuses on research and development in the field of smart grid technology. It covers various aspects of the smart grid, including energy networks, prosumers (consumers who also produce energy), electric transportation, distributed energy resources, and communications. The journal also addresses the integration of microgrids and active distribution networks with transmission systems. It publishes original research on smart grid theories and principles, including technologies and systems for demand response, Advance Metering Infrastructure, cyber-physical systems, multi-energy systems, transactive energy, data analytics, and electric vehicle integration. Additionally, the journal considers surveys of existing work on the smart grid that propose new perspectives on the history and future of intelligent and active grids.
期刊最新文献
Adaptive Event-Triggered Load Frequency Control for Multi-Area Power Systems Against Mixed Cyber-Attacks Multi-Level Frequency Control, Resilience Enhancement and Cyber-Attack Identification in Multi-Area LCC-HVDC Interconnected Networks Aggregation and Control of Electric Vehicles AC Charging for Grid Services Delivery 2023-2024 Index IEEE Transactions on Smart Grid Vol. 15 Digital Twin-Based Cyber-Attack Detection and Mitigation for DC Microgrids
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1