Title :
Adaptive fault-tolerant control of nonlinear uncertain systems: an information-based diagnostic approach
Author :
Zhang, Xiaodong ; Parisini, Thomas ; Polycarpou, Marios M.
Author_Institution :
Intelligent Autom. Inc., Rockville, MD, USA
Abstract :
This paper presents a unified methodology for detecting, isolating and accommodating faults in a class of nonlinear dynamic systems. A fault diagnosis component is used for fault detection and isolation. On the basis of the fault information obtained by the fault-diagnosis procedure, a fault-tolerant control component is designed to compensate for the effects of faults. In the presence of a fault, a nominal controller guarantees the boundedness of all the system signals until the fault is detected. Then the controller is reconfigured after fault detection and also after fault isolation, to improve the control performance by using the fault information generated by the diagnosis module. Under certain assumptions, the stability of the closed-loop system is rigorously investigated. It is shown that the system signals remain bounded and the output tracking error converges to a neighborhood of zero.
Keywords :
adaptive control; closed loop systems; condition monitoring; control system synthesis; fault tolerance; nonlinear control systems; nonlinear dynamical systems; stability; uncertain systems; adaptive fault tolerant control; closed-loop system stability; fault detection; fault diagnosis procedure; fault isolation estimators; information-based diagnostics approach; nonlinear adaptive estimators; nonlinear dynamic systems; nonlinear uncertain systems; online health monitoring; single-input single-output systems; Adaptive control; Control systems; Fault detection; Fault diagnosis; Fault tolerance; Fault tolerant systems; Nonlinear control systems; Programmable control; Stability; Uncertain systems; Fault detection and isolation; fault-tolerant control; neural networks; nonlinear systems;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2004.832201