Command Filter-Based Adaptive Fault-Tolerant Fast Finite-Time Control of Manipulator Systems with Actuator Faults

IF 3.6 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Ming Chen, Xiao Yu, Xiaoxuan Jiao, Kai-Xiang Peng, Li-Bing Wu
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引用次数: 0

Abstract

The issue of command filter-based fault-tolerant fast finite-time control is explored for manipulator systems with actuator faults. By using finite-time control and a finite-time command filter, all the signals in the closed-loop system are bounded and converge to the bounded regions in finite time. In addition, the problems of complicated calculation and influence of filtering errors are solved by the introduction of the finite-time command filter and a compensation mechanism. It is especially emphasized that the main contribution of this paper is as follows: (1) Several advanced control methods are integrated, which takes into account the speed, reliability, and adaptability of the controlled system. (2) In the last step of the design based on backstepping, an intermediate variable is designed which can simplify the proposed control algorithm. In the end, with the help of a numerical simulation example, it is shown that better transient/steady state performance and the fast finite-time stability of the closed-loop system can be obtained. As a result, it is concluded that our scheme is effective.

Abstract Image

基于指令滤波器的具有执行器故障的机械手系统的自适应容错快速有限时间控制
针对存在执行器故障的机械手系统,探讨了基于指令滤波器的容错快速有限时间控制问题。通过使用有限时间控制和有限时间指令滤波器,闭环系统中的所有信号都是有界的,并在有限时间内收敛到有界区域。此外,通过引入有限时间指令滤波器和补偿机制,解决了计算复杂和滤波误差影响的问题。需要特别强调的是,本文的主要贡献如下:(1) 综合了几种先进的控制方法,兼顾了控制系统的速度、可靠性和适应性。(2)在基于反步法设计的最后一步,设计了一个中间变量,可以简化所提出的控制算法。最后,通过一个数值模拟实例表明,可以获得更好的瞬态/稳态性能和闭环系统的快速有限时间稳定性。因此,可以得出结论:我们的方案是有效的。
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
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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