Title :
Adaptive fault-tolerant control of a class of nonlinear MIMO systems
Author :
Zhang, Xiaodong ; Polycarpou, Marios M. ; Parisini, Thomas
Author_Institution :
Dept. of Electr. Eng., Wright State Univ., Dayton, OH, USA
Abstract :
This paper presents an integrated fault diagnosis and fault-tolerant control methodology for a class of nonlinear MIMO systems. Based on the fault information obtained during the diagnostic procedure, a fault-tolerant control component is designed to compensate for the effect of faults. In the presence of a fault, a baseline controller guarantees the boundedness of all system signals until the fault is detected. Then the controller is reconfigured after fault detection to compensate for the fault using online fault diagnostic information. Under certain assumptions, the stability and tracking performances of the closed-loop system are rigorously investigated. It is shown that, the system signals always remain bounded, and the output tracking error converges to a neighborhood of the origin of the state space.
Keywords :
MIMO systems; adaptive control; closed loop systems; compensation; control system synthesis; fault diagnosis; fault tolerance; nonlinear control systems; stability; state-space methods; tracking; adaptive fault-tolerant control; baseline controller; closed-loop system; compensation; fault detection; fault-tolerant control component; fault-tolerant control methodology; integrated fault diagnosis; nonlinear MIMO systems; online fault diagnostic information; output tracking error; stability; state space; system signals; tracking performances; Adaptive control; Control systems; Fault detection; Fault diagnosis; Fault tolerance; Fault tolerant systems; MIMO; Nonlinear control systems; Programmable control; Stability;
Conference_Titel :
Decision and Control, 2008. CDC 2008. 47th IEEE Conference on
Conference_Location :
Cancun
Print_ISBN :
978-1-4244-3123-6
Electronic_ISBN :
0191-2216
DOI :
10.1109/CDC.2008.4739347