Title :
Nonlinear sliding mode high-gain observers for fault detection
Author :
Veluvolu, K.C. ; Zhe, F. ; Soh, Y.C.
Author_Institution :
Sch. of Electr. Eng. & Comput. Sci., Kyungpook Nat. Univ., Daegu, South Korea
Abstract :
A robust high gain observer for state and faults estimations for a special class of nonlinear systems is developed in this article. Ensuring the observability of the faults with respect to the outputs, the faults can be estimated from the sliding surface. Under a Lipschitz condition for the nonlinear part, the high gain observers are designed under some regularity assumptions. In the sliding mode, the convergence of the estimation error dynamics is proven similar to the analysis of high-gain observers.
Keywords :
convergence; fault diagnosis; matrix algebra; nonlinear systems; observers; uncertain systems; variable structure systems; Lipschitz condition; estimation error dynamics; fault detection; nonlinear sliding mode high gain observers; nonlinear uncertain system; state estimation; Convergence; Design methodology; Fault detection; Jacobian matrices; Nonlinear systems; Observers; Robustness; Sliding mode control; State estimation; Uncertainty;
Conference_Titel :
Variable Structure Systems (VSS), 2010 11th International Workshop on
Conference_Location :
Mexico City
Print_ISBN :
978-1-4244-5829-5
Electronic_ISBN :
978-1-4244-5830-1
DOI :
10.1109/VSS.2010.5544708