Title :
Multi-objective optimal control of ultrafiltration/diafiltration processes
Author :
Jelemensky, Martin ; Paulen, Radoslav ; Fikar, Miroslav ; Kovacs, Zsolt
Author_Institution :
Fac. of Chem. & Food Technol., Slovak Univ. of Technol., Bratislava, Slovakia
Abstract :
This paper deals with multi-objective optimal operation of a general batch ultrafiltration/diafiltration (UF/DF) process. We consider the optimization criterion consisting of two parts as combination of two classical optimization problems, namely the minimum time problem and the problem of minimum diluant consumption. We apply Pontryagin´s minimum principle for obtaining the necessary conditions for optimality. Based on these, we show how to obtain a Pareto front and how to derive multi-objective optimal operation for considered type of processes. The presented methodology will be applied to the most commonly used model in membrane filtration - the limiting flux case and to another experimentally derived membrane model.
Keywords :
Pareto optimisation; batch processing (industrial); membranes; optimal control; ultrafiltration; Pareto front; Pontryagin minimum principle; batch processing; diafiltration; membrane filtration; minimum time problem; multiobjective optimal control; ultrafiltration; Feeds; Limiting; Optimal control; Optimization; Process control; Proteins; Switches;
Conference_Titel :
Control Conference (ECC), 2013 European
Conference_Location :
Zurich