多执行器约束非线性系统的预定义时间模糊输出反馈控制

IF 3.6 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS International Journal of Fuzzy Systems Pub Date : 2024-07-17 DOI:10.1007/s40815-024-01786-0
Libin Wang, Junlong Niu, Wei Wang
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引用次数: 0

摘要

本文针对具有多个执行器约束和外部干扰的不确定非线性系统提出了一种预定义时间自适应模糊跟踪控制方法。系统的未知动态部分由模糊逼近理论处理,系统中的未测量状态由构建的模糊状态观测器逼近。在观测器的基础上,开发了一种新颖的预定义时间控制方案,以确保系统实现实用的预定义时间稳定(PPTS)。结合稳定性分析,可以得到预定义时间的虚拟控制输入,并通过一阶滤波器估计其导数。理论分析表明,所提出的控制器能在预定时间内实现误差收敛到原点的小残差集。最后,通过仿真实例证明了理论结果的可行性。
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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Predefined-time Fuzzy Output Feedback Control for Nonlinear Systems with Multiple Actuator Constraints

In this paper, a predefined-time adaptive fuzzy tracking control method is proposed for uncertain nonlinear systems with multiple actuator constraints and external disturbances. The unknown dynamic part of the system is dealt with by means of the fuzzy approximation theory, and the unmeasured state in the system is approximated by the constructed fuzzy state observer. On the basis of the observer, a novel predefined-time control scheme is developed to ensure that the system can achieve the practical predefined time stable (PPTS). Combined with the stability analysis, the virtual control input with predefined time can be obtained, and its derivative can be estimated by the first-order filter. Theoretical analysis shows that the proposed controller achieves a small residual set of error convergence to the origin in a predefined time. Finally, the feasibility of the theoretical results is demonstrated through simulation examples.

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来源期刊
International Journal of Fuzzy Systems
International Journal of Fuzzy Systems 工程技术-计算机:人工智能
CiteScore
7.80
自引率
9.30%
发文量
188
审稿时长
16 months
期刊介绍: The International Journal of Fuzzy Systems (IJFS) is an official journal of Taiwan Fuzzy Systems Association (TFSA) and is published semi-quarterly. IJFS will consider high quality papers that deal with the theory, design, and application of fuzzy systems, soft computing systems, grey systems, and extension theory systems ranging from hardware to software. Survey and expository submissions are also welcome.
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