Research on coordinated control strategy of distributed static synchronous series compensator based on multi-objective optimization immune algorithm

IF 0.8 Q4 ROBOTICS
Yu Wang, Zhenzhong Yan, Liting Yan, Xufei Liu, Yanpeng Liu
{"title":"Research on coordinated control strategy of distributed static synchronous series compensator based on multi-objective optimization immune algorithm","authors":"Yu Wang,&nbsp;Zhenzhong Yan,&nbsp;Liting Yan,&nbsp;Xufei Liu,&nbsp;Yanpeng Liu","doi":"10.1007/s10015-024-00967-2","DOIUrl":null,"url":null,"abstract":"<div><p>The distributed static synchronous series compensator can optimize the transmission capacity of the power grid. However, the research on the coordinated control and interaction between the devices is not mature enough, and it still needs to be further explored. Therefore, a coordinated control strategy based on multi-objective immune optimization algorithm is proposed in this paper. To realize the feasibility of the coordination strategy, simulation experiments were carried out. The results showed that through the coordination of multi-objective optimization artificial immune algorithm, the optimization rate of active power and reactive power of the line reached 89.88%, and the optimization rate of direct current capacitance and voltage also reached 51.45%, which confirmed the effectiveness of the coordination strategy. It can improve the application of distributed static synchronous series compensator in power grid transmission.</p></div>","PeriodicalId":46050,"journal":{"name":"Artificial Life and Robotics","volume":null,"pages":null},"PeriodicalIF":0.8000,"publicationDate":"2024-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Artificial Life and Robotics","FirstCategoryId":"1085","ListUrlMain":"https://link.springer.com/article/10.1007/s10015-024-00967-2","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"ROBOTICS","Score":null,"Total":0}
引用次数: 0

Abstract

The distributed static synchronous series compensator can optimize the transmission capacity of the power grid. However, the research on the coordinated control and interaction between the devices is not mature enough, and it still needs to be further explored. Therefore, a coordinated control strategy based on multi-objective immune optimization algorithm is proposed in this paper. To realize the feasibility of the coordination strategy, simulation experiments were carried out. The results showed that through the coordination of multi-objective optimization artificial immune algorithm, the optimization rate of active power and reactive power of the line reached 89.88%, and the optimization rate of direct current capacitance and voltage also reached 51.45%, which confirmed the effectiveness of the coordination strategy. It can improve the application of distributed static synchronous series compensator in power grid transmission.

Abstract Image

基于多目标优化免疫算法的分布式静态同步串联补偿器协调控制策略研究
分布式静止同步串联补偿器可以优化电网的输电能力。然而,关于设备间协调控制和相互作用的研究还不够成熟,仍需进一步探索。因此,本文提出了一种基于多目标免疫优化算法的协调控制策略。为了实现协调策略的可行性,本文进行了仿真实验。结果表明,通过多目标优化人工免疫算法的协调,线路有功功率和无功功率的优化率达到了 89.88%,直流电容和电压的优化率也达到了 51.45%,证实了协调策略的有效性。它可以提高分布式静止同步串联补偿器在电网输电中的应用。
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
CiteScore
2.00
自引率
22.20%
发文量
101
期刊介绍: Artificial Life and Robotics is an international journal publishing original technical papers and authoritative state-of-the-art reviews on the development of new technologies concerning artificial life and robotics, especially computer-based simulation and hardware for the twenty-first century. This journal covers a broad multidisciplinary field, including areas such as artificial brain research, artificial intelligence, artificial life, artificial living, artificial mind research, brain science, chaos, cognitive science, complexity, computer graphics, evolutionary computations, fuzzy control, genetic algorithms, innovative computations, intelligent control and modelling, micromachines, micro-robot world cup soccer tournament, mobile vehicles, neural networks, neurocomputers, neurocomputing technologies and applications, robotics, robus virtual engineering, and virtual reality. Hardware-oriented submissions are particularly welcome. Publishing body: International Symposium on Artificial Life and RoboticsEditor-in-Chiei: Hiroshi Tanaka Hatanaka R Apartment 101, Hatanaka 8-7A, Ooaza-Hatanaka, Oita city, Oita, Japan 870-0856 ©International Symposium on Artificial Life and Robotics
×
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