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Fault Estimation for a Class of Nonlinear Systems Based on Intermediate Estimator

机译:基于中间估计器的一类非线性系统故障估计

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摘要

This technical note investigates the problem of fault estimation for a class of nonlinear systems with Lipschitzian nonlinearities. In most of the existing fault estimation approaches, the observer matching condition should be satisfied. However, this condition is hard to meet for many systems. To overcome this restriction, a new fault estimation method is proposed, where an intermediate variable is introduced and a specially designed intermediate estimator is proposed to estimate the state and the faults simultaneously by exploiting the properties of fault distribution matrix. It is proved that the states of the error system are uniformly ultimately bounded. Simulation examples verify the effectiveness of the proposed method.
机译:本技术说明研究了具有Lipschitzian非线性的一类非线性系统的故障估计问题。在大多数现有的故障估计方法中,应满足观察者匹配条件。但是,许多系统很难满足此条件。为了克服这一限制,提出了一种新的故障估计方法,引入了一个中间变量,并提出了一种专门设计的中间估计器,以利用故障分布矩阵的特性同时估计状态和故障。证明了误差系统的状态最终是一致有界的。仿真实例验证了该方法的有效性。

著录项

  • 来源
    《IEEE Transactions on Automatic Control》 |2016年第9期|2518-2524|共7页
  • 作者单位

    College of Information Science and Engineering, Northeastern University, Shenyang, Liaoning, China;

    College of Information Science and Engineering, State Key Laboratory of Synthetical Automation for Process Industries, Northeastern University, Northeastern University, Shenyang, Shenyang, ChinaChina;

    College of Information Science and Engineering, State Key Laboratory of Synthetical Automation for Process Industries, Northeastern University, Northeastern University, Shenyang, Shenyang, ChinaChina;

    College of Information Science and Engineering, State Key Laboratory of Synthetical Automation for Process Industries, Northeastern University, Northeastern University, Shenyang, Shenyang, ChinaChina;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Observers; Nonlinear systems; Actuators; Estimation error; Symmetric matrices; Convergence;

    机译:观测器;非线性系统;执行器;估计误差;对称矩阵;收敛;

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