Linearization techniques in fault diagnosis of non-linear systems

被引:10
|
作者
Lin, W
Wang, H
机构
[1] Univ Manchester, Inst Sci & Technol, Dept Paper Sci, Manchester M60 1QD, Lancs, England
[2] Case Western Reserve Univ, Dept Syst Control & Ind Engn, Cleveland, OH 44106 USA
关键词
non-linear systems; fault detection and diagnosis; linearization; stability;
D O I
10.1243/0959651001540609
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper it is shown how the well-known linearization technique can be used to solve the problem of fault diagnosis, for non-linear systems subject to actuator failures. An exponential adaptive observer is designed on the basis of the first approximation approach, achieving locally exponential convergence of observation error as well as unbiased fault diagnosis. A link between linear fault diagnosis and its non-linear counterpart is explored. The effectiveness of the proposed non-linear fault diagnosis scheme is illustrated through a simulation example.
引用
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页码:241 / 245
页数:5
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