DocumentCode :
1862609
Title :
A new reconfigurable fault tolerant control design based on Laguerre series
Author :
Heidari, R. ; Kamali, M. ; Askari, J.
Author_Institution :
Isfahan Univ. of Technol., Isfahan, Iran
fYear :
2012
fDate :
3-5 Sept. 2012
Firstpage :
443
Lastpage :
448
Abstract :
In this paper a new design method is presented for reconfigurable fault tolerant control of multivariable nonlinear time delay systems. The control reconfiguration algorithm comprises two main parts: fault detection and diagnosis and model reference adaptive control. First, a combination of generic residual generation method and its Laguerre approximation is proposed due to the problem of residual similarity in fault diagnostic process. Second, a novel approach for adaptive reconfigurable control synthesis is proposed using a nonlinear system identification approach based on the approximation of systems via Laguerre series. The Laguerre-based reconfiguration method is implemented and tested on a time delay form of COSY benchmark model as a preliminary study of reconfigurable control applied to a nonlinear time-delayed model. Actuator faults have been implemented in the COSY benchmark and used to evaluate the control reconfiguration schemes. Simulation results showed acceptable level of fault tolerance.
Keywords :
actuators; adaptive control; control system synthesis; delays; fault diagnosis; fault tolerance; multivariable control systems; nonlinear systems; stochastic processes; stochastic programming; COSY benchmark; Laguerre approximation; Laguerre series; Laguerre-based reconfiguration method; actuator faults; adaptive reconfigurable control synthesis; control reconfiguration algorithm; diagnosis; fault detection; fault diagnostic process; generic residual generation method; model reference adaptive control; multivariable nonlinear time delay systems; nonlinear system identification approach; nonlinear time-delayed model; reconfigurable fault tolerant control design; residual similarity; Adaptation models; Control systems; Delay effects; Fault detection; Fault tolerance; Fault tolerant systems; Mathematical model; Fault tolerant control systems; Laguerre series; fault detection and diagnosis; model reference adaptive control; residual generation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control (CONTROL), 2012 UKACC International Conference on
Conference_Location :
Cardiff
Print_ISBN :
978-1-4673-1559-3
Electronic_ISBN :
978-1-4673-1558-6
Type :
conf
DOI :
10.1109/CONTROL.2012.6334671
Filename :
6334671
Link To Document :
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