DocumentCode :
1698194
Title :
Design of integrated fault detection, diagnosis and reconfigurable control systems
Author :
Zhang, Youmin ; Jiang, Jin
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Western Ontario, London, Ont., Canada
Volume :
4
fYear :
1999
fDate :
6/21/1905 12:00:00 AM
Firstpage :
3587
Abstract :
In this paper, a novel approach for integrated fault detection, diagnosis and reconfigurable control systems design in the discrete-time stochastic domain is proposed. The scheme is based on a two-stage adaptive Kalman filter for simultaneous state and fault parameter estimation, statistical decisions for fault detection, diagnosis and activation of controller reconfiguration. Using the information provided by the fault detection and diagnosis scheme, the reconfigurable controller is designed automatically using an eigenstructure assignment technique. To eliminate the steady-state tracking error, a feedforward reconfigurable control law is also incorporated. The proposed approach has been evaluated using two examples. The effectiveness and superiority of the proposed approach have been demonstrated in comparison with existing reconfigurable controllers which are based on linear quadratic regulator and other eigenstructure assignment techniques
Keywords :
adaptive Kalman filters; control system synthesis; discrete time systems; eigenstructure assignment; fault diagnosis; feedforward; parameter estimation; stochastic systems; adaptive Kalman filter; discrete-time systems; eigenstructure assignment; fault detection; fault diagnosis; feedforward; parameter estimation; reconfigurable control systems; stochastic systems; Adaptive control; Automatic control; Control systems; Error correction; Fault detection; Fault diagnosis; Parameter estimation; Programmable control; Steady-state; Stochastic systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Decision and Control, 1999. Proceedings of the 38th IEEE Conference on
Conference_Location :
Phoenix, AZ
ISSN :
0191-2216
Print_ISBN :
0-7803-5250-5
Type :
conf
DOI :
10.1109/CDC.1999.827909
Filename :
827909
Link To Document :
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