Dynamic Surface-Based Adaptive Fuzzy Fixed-Time Fault-Tolerant Control for Nonstrict Feedback Nonlinear Systems With Non-affine Faults

IF 3.6 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS International Journal of Fuzzy Systems Pub Date : 2024-04-20 DOI:10.1007/s40815-024-01720-4
Yueyang Wang, Zhumu Fu, Fazhan Tao, Nan Wang, Zhengyu Guo
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Abstract

In the paper, a dynamic surface-based adaptive fuzzy fixed-time fault-tolerant control scheme is developed for nonstrict feedback nonlinear systems with non-affine faults. Firstly, the computational complexity is reduced by adopting dynamic surface control technique, and unknown nonlinear functions are approximated with the help of fuzzy logic systems. Secondly, non-affine faults involving system states and controller output are taken into account and treated by transforming it into nonlinear in the unknown parameters. Then, under the framework of fixed-time stability, a novel adaptive fuzzy fault-tolerant control strategy is designed so that the closed-loop system is semi-globally practically fixed-time stable. Finally, a numerical simulation and a model simulation are given to demonstrate the effectiveness of the proposed control scheme.

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基于动态曲面的非严格反馈非线性系统自适应模糊固定时间容错控制
本文针对非严格反馈非线性系统的非线性故障,提出了一种基于动态曲面的自适应模糊定时容错控制方案。首先,通过采用动态曲面控制技术降低了计算复杂度,并借助模糊逻辑系统逼近了未知非线性函数。其次,考虑到涉及系统状态和控制器输出的非线性故障,并将其转化为未知参数的非线性来处理。然后,在固定时间稳定性框架下,设计了一种新的自适应模糊容错控制策略,使闭环系统具有半全局实际固定时间稳定性。最后,通过数值模拟和模型仿真证明了所提控制方案的有效性。
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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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