Fault estimation for nonlinear uncertain time-delay systems based on unknown input observer

IF 2.2 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Ataollah Azarbani, Ahmad Fakharian, Mohammad Bagher Menhaj
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引用次数: 0

Abstract

In this paper, a novel nonlinear unknown input observer is proposed in order to fault estimation for nonlinear uncertain systems with time delays. By the estimation of the faults, the features are detected such as shape, size occurrence time etc. The time delay is considered a constant and known parameter in the states. The disturbances are investigated in the states and outputs and also, and sensor and actuator faults are considered. The stability of the closed-loop system is guaranteed by Lyapunov–Krasovskii theory and some feasible Linear matrix inequalities (LMI). The proposed method is simulated on a continuous-stirred tank reactor (CSTR) with uncertainties and time delay. Simulation results show the appropriate efficiency of the proposed method.

Abstract Image

基于未知输入观测器的非线性不确定时延系统故障估计
本文提出了一种新型非线性未知输入观测器,用于对具有时间延迟的非线性不确定系统进行故障估计。通过对故障的估计,可以检测到故障的形状、大小、发生时间等特征。在状态中,时间延迟被认为是一个常数和已知参数。对状态和输出中的干扰进行了研究,同时还考虑了传感器和执行器故障。闭环系统的稳定性由 Lyapunov-Krasovskii 理论和一些可行的线性矩阵不等式(LMI)来保证。所提出的方法在具有不确定性和时间延迟的连续搅拌罐反应器(CSTR)上进行了仿真。仿真结果表明了所提方法的适当效率。
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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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