无奇点不确定切换非线性系统的定时自适应容错控制

IF 4.2 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Wen-Nian Qi , Rui-Qi Dong , Ying Zhang
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引用次数: 0

摘要

研究了具有执行器失效和时变偏置故障的不确定切换非线性系统的定时容错跟踪控制问题。采用回溯法、基于神经网络的估计器、自适应技术和定时稳定性理论,设计了一种定时自适应容错跟踪控制器。与以往的研究成果相比,所生成的控制器可以在不预先知道执行器故障的情况下处理切换系统的容错问题,但需要实际的定时稳定性。此外,还可以避免“复杂性爆炸”和“奇点”问题。在该控制器下,对闭环系统的定时跟踪性能进行了分析,并给出了严格的理论证明。最后,通过数值算例验证了所提控制器的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fixed-time adaptive fault-tolerant control for uncertain switched nonlinear systems without singularity
This paper investigates the fixed-time fault-tolerant tracking control for uncertain switched nonlinear systems with actuator faults, including loss of effectiveness and time-varying bias faults. By employing the backstepping approach, neural networks-based estimators, adaptive technique, and fixed-time stability theory, a fixed-time adaptive fault-tolerant tracking controller is developed. In comparison with the previous achievements, the generated controller can deal with the fault-tolerant problem without prior knowledge of the actuator fault for the switched system while the practically fixed-time stability is necessary. Besides, the ”explosion of complexity” and ”singularity” problems can be avoided. Under the proposed controller, the fixed-time tracking performance of the closed-loop system is analyzed with rigorous theoretical proof. Finally, numerical examples are carried out to show the performance of the proposed controller.
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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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