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
Link To Document :
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