DocumentCode
2100669
Title
A novel fault diagnosis approach for a class of discrete descriptor systems
Author
Chen, Yudong ; Shi, Songjiao ; Weng, Zhengxin
Author_Institution
Res. Inst. of Autom., Shanghai Jiao Tong Univ., China
Volume
1
fYear
2001
fDate
2001
Firstpage
293
Abstract
A novel fault diagnosis approach for discrete linear time-invariant descriptor systems is proposed in this paper. There are two highlights. (1) Through model transformation, a dynamic or static sub-system described by a regular difference equation or algebraic equation is extracted from the original system, and the resulting sub-systems are coupled with faults. (2) Based on the dynamic or static relationship between the faults and the known variables, the faults are identified by the least squares algorithm. The identification error of the faults, the selection of the threshold and the problems of model uncertainties and unknown disturbances are also analysed in this paper. A simulation shows the effectiveness of the proposed fault diagnosis approach
Keywords
algebra; difference equations; discrete systems; errors; fault diagnosis; least squares approximations; linear systems; simulation; uncertain systems; algebraic equation; discrete linear time-invariant descriptor systems; dynamic sub-system; fault diagnosis; fault identification error; fault-coupled sub-systems; least squares algorithm; model transformation; model uncertainties; regular difference equation; simulation; static sub-system; threshold selection; unknown disturbances; Algorithm design and analysis; Automation; Availability; Coupled mode analysis; Difference equations; Fault detection; Fault diagnosis; Least squares methods; Time varying systems; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Electronics Society, 2001. IECON '01. The 27th Annual Conference of the IEEE
Conference_Location
Denver, CO
Print_ISBN
0-7803-7108-9
Type
conf
DOI
10.1109/IECON.2001.976497
Filename
976497
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