Title :
Multi-objective optimization of batch dialfiltration processes in the presence of membrane fouling
Author :
Jelemensky, Martin ; Sharma, Ayush ; Fikar, Miroslav ; Paulen, Radoslav
Author_Institution :
Fac. of Chem. & Food Technol., Slovak Univ. of Technol. in Bratislava, Bratislava, Slovakia
Abstract :
This paper deals with a multi-objective optimization of a general batch diafiltration process in the presence of fouling. Fouling, as one of the major problems in the membrane separation process, causes the decrease in the membrane area and thus the decrease in the filtration rate. The optimization problem considers a weighted combination of objectives for minimum-time and minimum-diluant operation. We apply numerical (orthogonal collocation) and analytical (Pontryagins minimum principle) methods to obtain the optimal operation of diafiltration process when fouling is considered. A case study from literature highlights the properties and economical benefits of the optimal operation.
Keywords :
filtration; maintenance engineering; membranes; minimum principle; optimisation; Pontryagins minimum principle; economical benefit; filtration rate; general batch diafiltration process; membrane area; membrane fouling; membrane separation process; minimum-diluant operation; minimum-time operation; multiobjective optimization; optimization problem; Feeds; Limiting; Numerical models; Optimization; Process control; Surface treatment; Switches;
Conference_Titel :
Process Control (PC), 2015 20th International Conference on
Conference_Location :
Strbske Pleso
DOI :
10.1109/PC.2015.7169943