Title :
Robust nonlinear actuator fault diagnosis for uncertain nonlinear systems subjected to state time-varying delays
Author :
Yao, Lina ; Wang, Hong ; Cocquempot, Vincent
Author_Institution :
Zhengzhou Univ., Zhengzhou, China
Abstract :
An actuator fault diagnosis approach is presented in this paper for a class of time-delayed nonlinear systems via the use of adaptive updating rules. The considered system is represented by a time delayed dynamical state space model where the time delays are embedded in the state vector. The linear part of the system is subjected to dynamical model uncertainties. Fault diagnosis observer is established, where the Lyapunov stability theory is used to obtain the required adaptive tuning rules for the estimation of the nonlinear actuator faults. A simulated numerical example is included to demonstrate the use of the proposed approach and encouraging results have been obtained.
Keywords :
Lyapunov methods; actuators; delays; fault diagnosis; machine control; nonlinear systems; observers; time-varying systems; Lyapunov stability theory; adaptive tuning rules; adaptive updating rules; dynamical model uncertainties; fault diagnosis observer; nonlinear actuator faults; robust nonlinear actuator fault diagnosis; state time-varying delays; time delayed dynamical state space model; time delays; time-delayed nonlinear systems; uncertain nonlinear systems; Actuators; Adaptation models; Fault diagnosis; Observers; Robustness; Uncertainty; Lyapunov stability; adaptive update rules; delay; fault diagnosis; time-varying;
Conference_Titel :
Modelling, Identification and Control (ICMIC), Proceedings of 2011 International Conference on
Conference_Location :
Shanghai
DOI :
10.1109/ICMIC.2011.5973680