Optimal Feedback Control for a Class of Nonlinear Time-Delay Systems

IF 7 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS IEEE Transactions on Automatic Control Pub Date : 2025-03-17 DOI:10.1109/TAC.2025.3552022
Hongxiao Hu;Zixin Zhou;Liguang Xu;Zhengtao Ding
{"title":"Optimal Feedback Control for a Class of Nonlinear Time-Delay Systems","authors":"Hongxiao Hu;Zixin Zhou;Liguang Xu;Zhengtao Ding","doi":"10.1109/TAC.2025.3552022","DOIUrl":null,"url":null,"abstract":"This article addresses the problem of optimal nonlinear feedback control for a class of nonlinear time-delay systems over an infinite horizon, involving a nonlinear-nonquadratic performance functional. To this end, we propose a framework for analyzing and designing nonlinear feedback controllers that minimize such cost functionals for these systems. By applying the Lyapunov functional method, the stability of a class of nonlinear time-delay systems is determined over an infinite horizon. This Lyapunov functional is shown to be the solution to a functional Hamilton–Jacobi–Bellman (HJB) equation. Sufficient conditions for optimality are then provided in the form of a steady-state version of the functional HJB equation, thereby guaranteeing both stability and optimality. In addition, the corresponding results of optimal feedback control problem for a class of nonlinear delay-free systems are further developed. Finally, numerical simulations are carried out to demonstrate the effectiveness of the proposed methods.","PeriodicalId":13201,"journal":{"name":"IEEE Transactions on Automatic Control","volume":"70 8","pages":"5568-5575"},"PeriodicalIF":7.0000,"publicationDate":"2025-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Automatic Control","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10930554/","RegionNum":1,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
引用次数: 0

Abstract

This article addresses the problem of optimal nonlinear feedback control for a class of nonlinear time-delay systems over an infinite horizon, involving a nonlinear-nonquadratic performance functional. To this end, we propose a framework for analyzing and designing nonlinear feedback controllers that minimize such cost functionals for these systems. By applying the Lyapunov functional method, the stability of a class of nonlinear time-delay systems is determined over an infinite horizon. This Lyapunov functional is shown to be the solution to a functional Hamilton–Jacobi–Bellman (HJB) equation. Sufficient conditions for optimality are then provided in the form of a steady-state version of the functional HJB equation, thereby guaranteeing both stability and optimality. In addition, the corresponding results of optimal feedback control problem for a class of nonlinear delay-free systems are further developed. Finally, numerical simulations are carried out to demonstrate the effectiveness of the proposed methods.
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
一类非线性时滞系统的最优反馈控制
研究一类非线性时滞系统在无穷视界上的最优非线性反馈控制问题,该问题涉及非线性-非二次型性能泛函。为此,我们提出了一个分析和设计非线性反馈控制器的框架,以最小化这些系统的成本函数。利用李雅普诺夫泛函方法,确定了一类非线性时滞系统在无限视界上的稳定性。这个Lyapunov泛函被证明是一个泛函Hamilton-Jacobi-Bellman (HJB)方程的解。然后以函数HJB方程的稳态形式提供了最优性的充分条件,从而保证了稳定性和最优性。此外,进一步得到了一类非线性无延迟系统的最优反馈控制问题的相应结果。最后,通过数值仿真验证了所提方法的有效性。
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 Automatic Control
IEEE Transactions on Automatic Control 工程技术-工程:电子与电气
CiteScore
11.30
自引率
5.90%
发文量
824
审稿时长
9 months
期刊介绍: In the IEEE Transactions on Automatic Control, the IEEE Control Systems Society publishes high-quality papers on the theory, design, and applications of control engineering. Two types of contributions are regularly considered: 1) Papers: Presentation of significant research, development, or application of control concepts. 2) Technical Notes and Correspondence: Brief technical notes, comments on published areas or established control topics, corrections to papers and notes published in the Transactions. In addition, special papers (tutorials, surveys, and perspectives on the theory and applications of control systems topics) are solicited.
期刊最新文献
Accelerated Consensus-Based SPSA Algorithm for Multisensor Multitarget Tracking Problem Improved Lyapunov Stability Criteria of Delay Systems and Application to Uncertain Complex Networks: New Uncertainty Estimation Method Tannenbaum's gain-margin optimization meets Polyak's heavy-ball algorithm Deception in Learning of Leader-Follower Games Communication-Efficient Distributed Online Nonconvex Optimization With Time-Varying Constraints
×
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:604180095
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