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
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;
Conference_Titel :
Control Conference (ECC), 2009 European
Conference_Location :
Budapest
Print_ISBN :
978-3-9524173-9-3