Nonlinear robust fault reconstruction and estimation using a sliding mode observer

被引:466
|
作者
Yan, Xing-Gang [1 ]
Edwards, Christopher [1 ]
机构
[1] Univ Leicester, Dept Engn, Leicester LE1 7RH, Leics, England
基金
英国工程与自然科学研究理事会;
关键词
nonlinear systems; sliding mode observer; fault reconstruction/estimation; equivalent output injection;
D O I
10.1016/j.automatica.2007.02.008
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper considers fault detection and estimation issues for a class of nonlinear systems with uncertainty, using an equivalent output error injection approach. A particular design of sliding mode observer is presented for which the parameters can be obtained using LMI techniques. A fault estimation approach is presented to estimate the fault and the estimation error is dependent on the bounds on the uncertainty. For a special class of uncertainty, a fault reconstruction scheme is presented where the reconstructed signal can approximate the fault signal to any accuracy. The proposed fault estimation/reconstruction signals are only based on the available plant input/ouput information and can be calculated on-line. Finally, a simulation study on a robotic arm system is presented to show the effectiveness of the scheme. (C) 2007 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1605 / 1614
页数:10
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