基于多控制器的不确定高阶次完全驱动系统容错控制

IF 9.4 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Mengtong Gong;Donghua Zhou;Li Sheng;Xiao He
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引用次数: 0

摘要

针对一类具有非线性不确定性和执行器故障的高阶亚完全驱动系统,提出了一种基于多控制器的容错方法。FAS方法作为一种很有前途的面向控制理论,是一种方便而有力的非线性控制工具。然而,由于子系统的输入矩阵函数不是全局可逆的,由于控制奇异性的问题,子系统的镇定问题更加复杂和具有挑战性。为了解决不确定子系统的全局容错镇定问题,考虑了具有乘性和加性执行器故障的高阶非线性系统模型。通过引入线性奇异集和奇异函数的概念,将整个状态空间解析划分为若干区域。然后,根据系统的初始状态,提出了三种不同的控制策略来克服奇异性并实现全局镇定,包括基于fass的镇定控制律、避免奇异跟踪控制策略和无奇异切换控制策略。证明了在所有情况下故障系统的闭环响应最终一致有界,并通过数值算例说明了所提方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multicontroller-Based Fault-Tolerant Control for Uncertain High-Order Sub-Fully Actuated Systems
This article proposes a novel multicontroller-based fault tolerance method to cope with a class of high-order sub-fully actuated systems (sub-FASs) with nonlinear uncertainties and actuator faults. As a promising control-oriented theory, the FAS approach is a convenient and powerful tool for nonlinear control. However, the stabilization of sub-FASs, whose input matrix function is not globally invertible, is more sophisticated and challenging due to the issue of control singularity. To address the global fault-tolerant stabilization of uncertain sub-FASs, a high-order nonlinear system model with both multiplicative and additive actuator faults is considered. By introducing the concepts of linear singular set and singularity function, the entire state space is analytically divided into several regions. Then, according to the initial states of system, three different control strategies are developed to overcome singularity and achieve global stabilization, including a FAS-based stabilizing control law, a singularity-avoid tracking control strategy, as well as a singularity-free switching control strategy. The closed-loop response of the faulty system is proven to be ultimately uniformly bounded in all cases, and the effectiveness of proposed method is illustrated through a numerical example.
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来源期刊
IEEE Transactions on Cybernetics
IEEE Transactions on Cybernetics COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE-COMPUTER SCIENCE, CYBERNETICS
CiteScore
25.40
自引率
11.00%
发文量
1869
期刊介绍: The scope of the IEEE Transactions on Cybernetics includes computational approaches to the field of cybernetics. Specifically, the transactions welcomes papers on communication and control across machines or machine, human, and organizations. The scope includes such areas as computational intelligence, computer vision, neural networks, genetic algorithms, machine learning, fuzzy systems, cognitive systems, decision making, and robotics, to the extent that they contribute to the theme of cybernetics or demonstrate an application of cybernetics principles.
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