Optimal Constrained Stabilization of Stochastic Time-Delay Systems

IF 2.4 Q2 AUTOMATION & CONTROL SYSTEMS IEEE Control Systems Letters Pub Date : 2024-12-09 DOI:10.1109/LCSYS.2024.3514702
Zhuo-Rui Pan;Wenbang Wang;Wei Ren;Xi-Ming Sun
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Abstract

Physical systems in the real world are usually constrained due to different considerations. These constraints are closely related to the system safety and stability. In this letter we investigate the optimal stabilization control problem of stochastic time-delay systems under safety constraints. We first follow the Razumikhin approach to propose stochastic control Lyapunov and barrier functions, which result in the closed-form controllers for the stabilization and safety control individually. Next, based on the modification of the quadratic programming, an optimization problem is established to address the stabilization control under safe constraints. The optimal controller is derived explicitly in a switching form to tradeoff the stabilization and safety requirements. Finally, a numerical example is presented to illustrate the proposed control strategy.
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随机时滞系统的最优约束镇定
现实世界中的物理系统通常由于不同的考虑而受到约束。这些约束条件与系统的安全性和稳定性密切相关。本文研究了安全约束下随机时滞系统的最优镇定控制问题。我们首先根据Razumikhin方法提出随机控制Lyapunov函数和barrier函数,分别得到镇定和安全控制的闭型控制器。其次,在对二次规划进行修正的基础上,建立了安全约束下的镇定控制优化问题。最优控制器以切换形式显式导出,以权衡稳定性和安全性要求。最后,给出了一个数值算例来说明所提出的控制策略。
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来源期刊
IEEE Control Systems Letters
IEEE Control Systems Letters Mathematics-Control and Optimization
CiteScore
4.40
自引率
13.30%
发文量
471
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