Performance analysis and fuzzy optimization of a two-stage fermentation process with cell recycling including an extractor for lactic acid production

Chemical Engineering Science

Volumn 58, Issue 16, 2003, Pages 3753-3763

  Wang, Feng Sheng ^a   Lin, Kun Jun ^a  

^a NATIONAL CHUNG CHENG UNIVERSITY   (Taiwan)

Author keywords

Decision making; Differential evolution; Extraction; Fermentation; Optimization; Processes

Indexed keywords

CARBOXYLIC ACIDS; EXTRACTION; FERMENTATION; FUZZY CONTROL; GLUCOSE; OPTIMIZATION; PARETO PRINCIPLE; RECYCLING;

MULTIOBJECTIVE OPTIMIZATIONS;

CHEMICAL ENGINEERING;

FERMENTATION; LACTIC ACID; PERFORMANCE ASSESSMENT; PROCESSING TECHNIQUE; PRODUCTION SYSTEM; RECYCLING;

EID: 0041825822     PISSN: 00092509     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0009-2509(03)00273-2     Document Type: Article

References (23)

1. Chiou J.P. Wang F.S. Hybrid method of evolution algorithms for static and dynamic optimization problems with application to a fedbatch fermentation process Computers - Chemical Engineering 23 1999 1277-1291
2. Giorno L. Chojnacka K. Donato L. Drioli E. Study of a cell-recycle membrane fermentor for the production of lactic acid by Lactobacillus bulgaricus Industrial and Engineering Chemistry Research 41 2002 433-440
3. Hano T. Matsumoto M. Uenoyama S. Ohtake T. Kawano Y. Miura S. Separation of lactic acid from fermented broth by solvent extraction Bioseparation 3 1993 321-326
4. Honda H. Toyama Y. Takahashi H. Nakazeko T. Kobayashi T. Effective lactic acid production by two-stage extractive fermentation Journal of Fermentation and Bioengineering 79 1995 589-593
5. Huang H.J. Wang F.S. Fuzzy decision-making design of chemical plant using mixed-Integer hybrid differential evolution Computers - Chemical Engineering 26 2002 1649-1660
6. Kilic M. Bayraktar E. Ates S. Mehmetoglu U. Investigation of extractive citric acid fermentation using response-surface methodology Process Biochemistry 27 2002 759-767
7. Lin, Y. C., Hwang, K. S., - Wang, F. S. (2002). Hybrid differential evolution with multiplier updating method for nonlinear constrained optimization problems. 2002 IEEE World congress on computational intelligence, Honolulu, HI, USA (pp. 872-877).
8. Mehaia M.A. Cheryan M. Immobilization of Lactobacillus bulgaricus in a hollow-fiber bioreactor for production of lactic acid from acid whey permeate Applied Biochemistry and Biotechnology 14 1987 21-27
9. Michalewicz Z. Schoenauer M. Evolutionary algorithms for constrained parameter optimization problems Evolutionary Computation Journal 4 1996 1-32
10. Nishiwaki A. Dunn I.J. Performance of a two-stage fermenter with cell recycle for continuous production of lactic acid Bioprocess Engineering 21 1999 299-305
11. Ohara H. Hiyama K. Yoshida Y. Kinetic growth and lactic acid production in continuous and batch culture Applied Microbiology and Biotechnology 37 1992 544-548
12. Ohara H. Hiyama K. Yoshida Y. Kinetic study on pH dependence of growth and death of Streptococus faecalis Applied Microbiology and Biotechnology 38 1992 403-407
13. Ohara H. Hiyama K. Yoshida Y. Lactic acid production by a filter-bed type reactor Journal of Fermentation and Bioengineering 76 1993 73-75
14. Pai R.A. Doherty M. Malone M. Design of reactive extraction systems for bioproduct recovery A.I.Ch.E Journal 48 2002 514-526
15. Roychoudhury P.K. Srivastava A. Sahai V. Extractive bioconversion of lactic acid Advances in Biochemistry and Biotechnology 53 1995 61-87
16. Sakawa M. Fuzzy sets and interactive multiobjective optimization 1993 Plenum Press New York
17. Storn, R., - Price, K. V. (1996). Minimizing the real function of the ICEC'96 contest by differential evolution. IEEE conference on evolutionary computation, Nagoya (pp. 842-844).
18. Tong Y. Hirata M. Takanashi H. Hano T. Back extraction of lactic acid with microporous hollow fiber membrane Journal of Membrane Science 157 1999 189-198
19. Wang F.S. Jing C.H. Tsao G.T. Fuzzy decision-making problems of fuel ethanol production using a genetically engineered yeast Industrial and Engineering Chemistry Research 37 1998 3434-3443
20. Wang F.S. Sheu J.W. Multiobjective parameter estimation problems of fermentation processes using a high ethanol tolerance yeast Chemical Engineering Science 55 2000 3685-3695
21. Yabannavar V.M. Wang D.I.C. Extractive fermentation for lactic acid production Biotechnology and Bioengineering 37 1991 1095-1100
22. Ye K. Jin S. Shimizu K. Performance improvement of lactic acid fermentation by multistage extractive fermentation Journal of Fermentation and Bioengineering 81 1996 240-246
23. Zheng Y. Ding X. Cen P. Yang C.W. Tsao G.T. Lactic acid fermentation and adsorption on PVP Applied Biochemistry and Biotechnology 57/58 1996 627-632