Title :
POD-based state estimation of simulated moving bed chromatographic processes
Author :
Boulkroune, B. ; Kinnaert, Michel ; Zemouche, A.
Author_Institution :
Dept. of Control Eng. & Syst. Anal., Univ. Libre de Bruxelles (ULB), Brussels, Belgium
Abstract :
Chromatographic separation is a powerful technique based on the differential adsorption of the components of a mixture. In simulated moving bed (SMB) chromatographic processes, a counter-current movement of the liquid and the solid phases is achieved by periodically switching the inlet and the outlet ports in a closed loop of chromatographic columns. This paper addresses the problem of state observation of simulated moving bed (SMB) chromatographic processes. The proposed approach is based on a reduced model obtained via the proper orthogonal decomposition (POD) method. The state estimation is performed using a nonlinear observer designed for Lipschitz LPV (linear parameter varying) systems. Numerical simulations are provided to validate the proposed approach.
Keywords :
adsorption; chromatography; closed loop systems; linear systems; nonlinear control systems; numerical analysis; observers; periodic control; time-varying systems; Lipschitz LPV; POD-based state estimation; SMB chromatographic processes; chromatographic columns; chromatographic separation; closed loop; counter-current movement; differential adsorption; inlet ports; linear parameter varying systems; liquid phases; mixture components; nonlinear observer; numerical simulations; outlet ports; periodic switching; proper orthogonal decomposition; simulated moving bed chromatographic processes; solid phases; state observation; Approximation methods; Computational modeling; Equations; Mathematical model; Observers; Switches; Vectors;
Conference_Titel :
Control Conference (ECC), 2013 European
Conference_Location :
Zurich