Adaptive distributed fault estimation observer design for nonlinear time-delay multi-agent systems with directed graphs

IF 2.3 3区 工程技术 Q2 ACOUSTICS Journal of Vibration and Control Pub Date : 2024-08-26 DOI:10.1177/10775463241272890
Maryam Kazerooni, Marzieh Moradi Dalini
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Abstract

This paper focuses the development of an adaptive observer-based distributed fault estimation observer (DFEO) for multi-agent nonlinear time-delay systems under a directed communication topology. The process involves constructing a fault estimation observer for each agent based on their relative output estimation errors. An adaptive DFEO design is proposed for multi-agent systems with a directed communication topology. Furthermore, investigating the effect of faulty agents on the criteria of fault detection on healthy agents. The proposed design is represented with Linear Matrix Inequalities (LMIs) to establish a systematic design procedure. The study also includes simulation results to demonstrate the effectiveness of the proposed design techniques.
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有向图非线性时延多代理系统的自适应分布式故障估计观测器设计
本文主要针对定向通信拓扑结构下的多代理非线性时延系统,开发基于自适应观测器的分布式故障估计观测器(DFEO)。这一过程包括根据每个代理的相对输出估计误差为其构建故障估计观测器。针对具有定向通信拓扑结构的多代理系统,提出了一种自适应 DFEO 设计。此外,还研究了故障代理对健康代理故障检测标准的影响。建议的设计用线性矩阵不等式(LMI)表示,以建立一个系统化的设计程序。研究还包括仿真结果,以证明所提设计技术的有效性。
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来源期刊
Journal of Vibration and Control
Journal of Vibration and Control 工程技术-工程:机械
CiteScore
5.20
自引率
17.90%
发文量
336
审稿时长
6 months
期刊介绍: The Journal of Vibration and Control is a peer-reviewed journal of analytical, computational and experimental studies of vibration phenomena and their control. The scope encompasses all linear and nonlinear vibration phenomena and covers topics such as: vibration and control of structures and machinery, signal analysis, aeroelasticity, neural networks, structural control and acoustics, noise and noise control, waves in solids and fluids and shock waves.
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