Event-triggered fuzzy intermittent control for nonlinear DDPS with unknown spatiotemporal disturbances

IF 4.2 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Yufan Wang , Huiyan Zhang , Yongchao Liu , Ning Zhao
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引用次数: 0

Abstract

This paper focuses on designing an anti-disturbance fuzzy intermittent control scheme for nonlinear delayed distributed parameter system (DDPS) subject to unknown spatiotemporal disturbances. Specifically, the paper models the nonlinear DDPS using the Takagi-Sugeno fuzzy model. Then a disturbance observer is employed to accurately estimate external disturbances. In light of the system’s incomplete observability, a system observer is introduced. To alleviate network communication burdens and conserve resources, distinct event-triggered mechanisms (ETMs) are designed for the outputs of both observers. Furthermore, based on the states at the triggering instants of the two observers, a fuzzy intermittent control strategy is proposed. Moreover, a novel Lyapunov-Krasovskii functional is formulated to analyze the system’s stability, and design conditions for controller and observer gains are provided using linear matrix inequalities. The paper also proves that the designed ETMs avoid Zeno behavior, ensuring practical feasibility. Finally, simulations validate the proposed method’s effectiveness.
具有未知时空扰动的非线性DDPS事件触发模糊间歇控制
针对存在未知时空扰动的非线性延迟分布参数系统(DDPS),设计了一种抗干扰模糊间歇控制方案。具体而言,本文采用Takagi-Sugeno模糊模型对非线性DDPS进行建模。然后利用扰动观测器对外部扰动进行精确估计。针对系统的不完全可观测性,引入了系统观测器。为了减轻网络通信负担和节约资源,为两个观察者的输出设计了不同的事件触发机制(etm)。在此基础上,根据两个观测器在触发时刻的状态,提出了模糊间歇控制策略。此外,提出了一种新的Lyapunov-Krasovskii泛函来分析系统的稳定性,并利用线性矩阵不等式给出了控制器和观测器增益的设计条件。本文还证明了所设计的etm避免了芝诺行为,保证了实际的可行性。最后,通过仿真验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
7.30
自引率
14.60%
发文量
586
审稿时长
6.9 months
期刊介绍: The Journal of The Franklin Institute has an established reputation for publishing high-quality papers in the field of engineering and applied mathematics. Its current focus is on control systems, complex networks and dynamic systems, signal processing and communications and their applications. All submitted papers are peer-reviewed. The Journal will publish original research papers and research review papers of substance. Papers and special focus issues are judged upon possible lasting value, which has been and continues to be the strength of the Journal of The Franklin Institute.
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