Title :
Intelligent fault tolerant control using adaptive schemes and multiple models
Author :
Diao, Yixin ; Passino, Kevin M.
Author_Institution :
IBM Thomas J. Watson Res. Center, Hawthorne, NY, USA
Abstract :
Fault tolerant control for nonlinear time-varying systems is of both theoretical and practical importance. In this paper we present an intelligent fault tolerant control methodology using an on-line approximation based adaptive controller to try to achieve system stability and robustness, and a fault diagnosis unit to provide fault information and then reconfigure the control law. Simulation examples for a fault tolerant engine control problem are given to demonstrate the effectiveness of the proposed scheme
Keywords :
adaptive control; fault tolerance; intelligent control; nonlinear control systems; robust control; time-varying systems; adaptive controller; fault tolerant control; fault tolerant engine control; intelligent fault tolerant control; nonlinear time-varying systems; robustness; stability; Adaptive control; Control systems; Fault tolerance; Fault tolerant systems; Intelligent control; Nonlinear control systems; Programmable control; Robust control; Robust stability; Time varying systems;
Conference_Titel :
American Control Conference, 2001. Proceedings of the 2001
Conference_Location :
Arlington, VA
Print_ISBN :
0-7803-6495-3
DOI :
10.1109/ACC.2001.946331