Hybrid finite-time fault-tolerant consensus control of non-linear fractional order multi-agent systems based on fault detection and estimation

IF 2.2 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS IET Control Theory and Applications Pub Date : 2024-02-14 DOI:10.1049/cth2.12627
Mahmood Nazifi, Mahdi Pourgholi
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Abstract

This paper addresses the problem of achieving finite-time fault-tolerant consensus control for a class of non-linear fractional-order multi-agent systems (NFO-MAS) using finite-time fault detection and estimation, as well as a finite-time state observer. To achieve this, a specific lemma is utilized to rewrite the high-order model of NFO-MAS as a lower-order NFO unique system. By employing new identification rules and introducing a fault estimation method, both the state variables and faults of the agents are estimated within a finite time. Subsequently, a finite-time sliding mode control law is designed based on the estimated fault and the state variables obtained from the proposed finite-time observer to achieve consensus within a finite time for the fractional-order non-linear MAS. The stability of the fault estimation, state observer, and consensus controller is proven using the finite-time Lyapunov theory. The effectiveness of the proposed approach is demonstrated through numerical simulations.

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基于故障检测和估计的非线性分数阶多代理系统的混合有限时间容错共识控制
本文探讨了如何利用有限时间故障检测和估计以及有限时间状态观测器,为一类非线性分数阶多代理系统(NFO-MAS)实现有限时间容错共识控制的问题。为实现这一目标,利用一个特定的阶式将 NFO-MAS 的高阶模型重写为一个低阶 NFO 唯一系统。通过采用新的识别规则和引入故障估计方法,可以在有限时间内对代理的状态变量和故障进行估计。随后,根据故障估计和有限时间观测器得到的状态变量设计有限时间滑模控制法则,从而在有限时间内实现分数阶非线性 MAS 的共识。利用有限时间 Lyapunov 理论证明了故障估计、状态观测器和共识控制器的稳定性。通过数值模拟证明了所提方法的有效性。
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来源期刊
IET Control Theory and Applications
IET Control Theory and Applications 工程技术-工程:电子与电气
CiteScore
5.70
自引率
7.70%
发文量
167
审稿时长
5.1 months
期刊介绍: IET Control Theory & Applications is devoted to control systems in the broadest sense, covering new theoretical results and the applications of new and established control methods. Among the topics of interest are system modelling, identification and simulation, the analysis and design of control systems (including computer-aided design), and practical implementation. The scope encompasses technological, economic, physiological (biomedical) and other systems, including man-machine interfaces. Most of the papers published deal with original work from industrial and government laboratories and universities, but subject reviews and tutorial expositions of current methods are welcomed. Correspondence discussing published papers is also welcomed. Applications papers need not necessarily involve new theory. Papers which describe new realisations of established methods, or control techniques applied in a novel situation, or practical studies which compare various designs, would be of interest. Of particular value are theoretical papers which discuss the applicability of new work or applications which engender new theoretical applications.
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