DocumentCode :
661056
Title :
Quasi-LPV model predictive reconfigurable control for constrained nonlinear systems
Author :
Ben Hamouda, Lamia ; Bennouna, Ouadie ; Ayadi, Mounir ; Langlois, Nicolas
Author_Institution :
Lab. de Rech. en Autom., Univ. Tunis El Manar, Belvédère, Tunisia
fYear :
2013
fDate :
9-11 Oct. 2013
Firstpage :
590
Lastpage :
595
Abstract :
This paper deals with the control laws reconfiguration of nonlinear systems, by using a Fuzzy-Model-based Predictive Control (FMPC). It should be noted that the studied systems are written in the quasi-linear parametric varying (quasi-LPV) form. This FMPC strategy is developed to preserve closed-loop stability in the nominal and actuator faulty case. Fault accommodation by perturbations rejection is presented. This step is done by interpolation-based control to cover the entire area of operation. To allow the process to maintain current performances closed to desired performances, a dynamic optimizer is used. Our contribution comes from the combination of several aspects: fuzzy model, quadratic programming and faults decoupling principle. The linearization around a family of equilibrium points is also studied. The operating points are appropriately configured by a set of variables called premise.
Keywords :
closed loop systems; dynamic programming; fuzzy control; interpolation; nonlinear control systems; perturbation techniques; predictive control; quadratic programming; stability; FMPC strategy; actuator faulty case; closed-loop stability; constrained nonlinear systems; control law reconfiguration; dynamic optimizer; fault decoupling principle; fuzzy-model-based predictive control; interpolation-based control; nominal faulty case; perturbation rejection; quadratic programming; quasi-LPV model predictive reconfigurable control; quasi-linear parametric varying form; Additives; Tuning; accommodation; fuzzy model; model predictive control; nonlinear system; quadratic programming; quasi-linear parametric varying system;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control and Fault-Tolerant Systems (SysTol), 2013 Conference on
Conference_Location :
Nice
Type :
conf
DOI :
10.1109/SysTol.2013.6693879
Filename :
6693879
Link To Document :
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