Multi-objective optimization of membrane separation modules using genetic algorithm

Journal of Membrane Science

Volumn 176, Issue 2, 2000, Pages 177-196

  Yuen, Chan Ching ^a   Aatmeeyata, ^a   Gupta, Santosh K ^a,b   Ray, Ajay K ^a  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

^b University of Wisconsin Madison   (United States)

Author keywords

Beer dialysis; Genetic algorithm; Membrane separation module; Optimization problem; Pareto sets

Indexed keywords

ALCOHOLS; BEVERAGES; COSTS; FIBROUS MEMBRANES; FUNCTIONS; GENETIC ALGORITHMS; MATHEMATICAL MODELS; OPTIMIZATION;

HOLLOW FIBER MEMBRANES; MULTIOBJECTIVE OPTIMIZATION; PARETO OPTIMAL;

DIALYSIS MEMBRANES;

ALCOHOL;

BEER; DIALYSIS; FIBER MEMBRANE; GENETIC ALGORITHM; MEMBRANE STRUCTURE; OPTIMIZATION;

ALGORITHM; ARTICLE; BEER; CHEMICAL ENGINEERING; DIALYSIS; HOLLOW FIBER MEMBRANE; ISOLATION PROCEDURE; MATHEMATICAL MODEL; MEMBRANE TRANSPORT; PRESSURE; PRIORITY JOURNAL;

DESIGN; DIALYSIS; HOLLOW FIBER; MEMBRANE;

EID: 0034692129     PISSN: 03767388     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0376-7388(00)00440-3     Document Type: Article

References (27)

1. W.S.W. Ho, K.K. Sirkar (Eds.), Membrane Handbook, Van Nostrand Reinhold, New York, 1992.
2. Moonen H., Niefind H.J. Alcohol reduction in beer by means of dialysis. Desalination. 41:1982;327.
3. Leskosek I., Mitrovic M. Optimization of beer dialysis with cuprophane membranes. J. Ins. Brewing. 100:1994;287.
4. Leskosek I., Mitrovic M., Nedovic V. Factors influencing alcohol and extract separation in beer dialysis. World J. Microbiol. Biotechnol. 11:1995;512.
5. Leskosek I., Mitrovic M., Nedovic V. Influence of beer flow rate on mass transfer kinetics in beer Dialysis. Biotechnol. Tech. 2:1993;123.
6. J.H. Holland, Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control and Artificial Intelligence, University of Michigan Press, Ann Arbor, 1975.
7. D.E. Goldberg, Genetic Algorithms in Search, Optimization, and Machine Learning, Addison-Wesley, Reading, MA., 1989.
8. K. Deb, Optimization for Engineering Design: Algorithms and Examples, Prentice Hall, New Delhi, India, 1995.
9. K. Deb, Evolutionary algorithms for multi-criterion optimization in engineering design, in: K. Miettinen, P. Neittaanmäki, M.M. Mäkelä, J. Périaux (Eds.), Evolutionary Algorithms in Engineering and Computer Science: Recent Advances in Genetic Algorithms, Evolution Strategies, Evolutionary Programming, Genetic Programming and Industrial Applications, Wiley, New York, 1999.
10. Fonseca C.M., Fleming P.J. Multiobjective optimization and multiple constraint handling with evolutionary algorithms, Part I: A unified formulation. IEEE Trans. Syst. Man. Cy. A28:1998;26.
11. A. Goicoechea, D.R. Hansen, L. Duckstein, Multiobjective Decision Analysis with Engineering and Business Applications, Wiley, New York, 1982.
12. V. Chankong, Y.Y. Haimes, Multiobjective Decision Making - Theory and Methodology, Elsevier, New York, 1983.
13. Y.Y. Haimes, Hierarchical Analysis of Water Resources Systems: Modeling and Optimization of Large-Scale Systems, McGraw-Hill, New York, 1977.
14. S.H. Hollingdale, in: J. Lighthill (Ed.), Methods of Operational Analysis in Newer Uses of Mathematics, Penguin, New York, 1978.
15. Fleming P.J. Applications of multiobjective optimization to compensator design for SISO control systems. Electron. Lett. 22:1986;258.
16. P.J. Fleming, Computer-aided control system design of regulators using a multiobjective optimization approach, in: Proceedings of IFAC Control Applications of Nonlinear Program and Optimization, Capri, Italy, 1985, pp. 47-52.
17. Srinivas N., Deb K. Multiobjective optimization using nondominated sorting in genetic algorithms. Evol. Comput. 2:1995;106.
18. Mitra K., Deb K., Gupta S.K. Multiobjective dynamic optimization of an industrial nylon 6 semibatch reactor using genetic algorithm. J. Appl. Polym. Sci. 69:1998;69.
19. Gupta R.R., Gupta S.K. Multiobjective optimization of an industrial nylon-6 semibatch reactor system using genetic algorithm. J. Appl. Polym. Sci. 73:1999;729.
20. Bhaskar V., Gupta S.K., Ray A.K. Multiobjective optimization of an industrial wiped film poly(ethylene terephthalate) reactor. AIChE J. 46(5):2000;1046.
21. Rajesh J.K., Gupta S.K., Rangaiah G.P., Ray A.K. Multiobjective optimization of steam reformer performance using genetic algorithm. Ind. Eng. Chem. Res. 39(3):2000;706.
22. G. Ravi, S.K. Gupta, M.B. Ray, Multiobjective optimization of cyclone separators, Ind. Eng. Chem. Res., (2000), in press.
23. Bhaskar V., Gupta S.K., Ray A.K. Applications of multiobjective optimization in chemical engineering. Rev. Chem. Eng. 16(1):2000;1.
24. R.H. Perry, D.W. Green, J.O. Maloney (Eds.), Perry's Chemical Engineers' Handbook, 7th Edition, McGraw-Hill, New York, 1997.
25. J.D. Seader, E.J. Henley, Separation Process Principles, Wiley, New York, 1997.
26. W.L. McCabe, J.C. Smith, P. Harriott, Unit Operations of Chemical Engineering, 5th Edition, McGraw-Hill, New York, 1993.
27. V. Gupta, S. K. Gupta, Fluid Mechanics and its Applications, New Age Intl., New Delhi, India, 1984.