DocumentCode
696264
Title
Threshold computation for robust fault detection in a class of continuous-time nonlinear systems
Author
Khan, Abdul Qayyum ; Ding, Steven X.
Author_Institution
Inst. of Autom. Control & Complex Syst., Univ. of Duisburg-Essen, Duisburg, Germany
fYear
2009
fDate
23-26 Aug. 2009
Firstpage
3088
Lastpage
3093
Abstract
This report presents a study on the problem of residual evaluation and threshold computation for detection of faults in continuous time nonlinear systems. A generalized framework for designing norm-based residual evaluation scheme is proposed. The problem of threshold computation is formulated as an optimization problem and its solution is developed using the well known LMI technique. Three commonly used thresholds i.e. Jth,RMS,2, Jth,Peak,Peak and Jth,P eak,2 are computed. A numerical example is given to show the effectiveness of the proposed approach.
Keywords
continuous time systems; control system synthesis; fault tolerant control; linear matrix inequalities; nonlinear control systems; optimisation; robust control; Jth,P eak,2; Jth,Peak,Peak; Jth,RMS,2; LMI technique; continuous-time nonlinear systems; generalized framework; norm-based residual evaluation scheme; optimization problem; robust fault detection; threshold computation; Equations; Fault detection; Nonlinear systems; Observers; Optimization; Robustness; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (ECC), 2009 European
Conference_Location
Budapest
Print_ISBN
978-3-9524173-9-3
Type
conf
Filename
7074879
Link To Document