具有输入饱和度的开关端口控制哈密顿系统的自适应模糊控制

IF 3.6 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS International Journal of Fuzzy Systems Pub Date : 2024-07-31 DOI:10.1007/s40815-024-01783-3
Qi Zhang, Weiwei Sun, Chaoqian Qiao
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引用次数: 0

摘要

本文针对输入饱和、内部动态完全未知的开关端口控制哈密顿系统提出了一种模糊控制技术。基于均值定理、多重 Lyapunov 函数方案和模糊逻辑系统的通用逼近能力,设计了一种开关模糊自适应控制器,以确保所有闭环信号都是半全局均匀最终有界的。此外,为了减少自适应法则的维度,将模糊逻辑系统中理想权重向量的规范作为估计参数,而不是权重向量的元素。这种切换控制器可以削弱对每个子系统采用相同控制器所带来的保守性。最后,我们提供了一些实例来验证所建议方法的有效性。
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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Adaptive Fuzzy Control of Switched Port-Controlled Hamiltonian Systems with Input Saturation

This paper proposes a fuzzy control technique for switched port-controlled Hamiltonian systems, in which input saturation and completely unknown internal dynamics occur. Based on the mean-value theorem, multiple Lyapunov functions scheme, and universal approximation ability of fuzzy logic systems, a switching fuzzy adaptive controller is designed to ensure that all closed-loop signals are semiglobally uniformly ultimately bounded. Furthermore, the norm of an ideal weighting vector in fuzzy logic systems is taken as the estimation parameter instead of the elements of the weighting vector to reduce the dimension of adaptation laws. This switching controller can weaken the conservativeness brought by the application of the same controller for each subsystem. Finally, some examples are provided to verify the validity of the proposed approach.

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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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