Computer-aided biocompatible solvent design for an integrated extractive fermentation-separation process

Chemical Engineering Journal

Volumn 162, Issue 2, 2010, Pages 809-820

  Cheng, Hou Chieh ^a   Wang, Feng Sheng ^a  

^a NATIONAL CHUNG CHENG UNIVERSITY   (Taiwan)

Author keywords

CAMD; Evolutionary computation; Extractive distillation; Extractive fermentation; Fuzzy optimization; Solvent design

Indexed keywords

EVOLUTIONARY COMPUTATIONS; EXTRACTIVE DISTILLATION; EXTRACTIVE FERMENTATION; FUZZY OPTIMIZATION; SOLVENT DESIGN;

DESIGN; DISTILLATION; ETHANOL; EVOLUTIONARY ALGORITHMS; EXTRACTION; FERMENTATION; INTEGER PROGRAMMING; OPTIMIZATION; QUADRATIC PROGRAMMING; SOLVENTS;

PROBLEM SOLVING;

EID: 77955278058     PISSN: 13858947     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cej.2010.06.018     Document Type: Article

References (62)

1. Bayrock D.P., Ingledew W.M. Application of multistage continuous fermentation for production of fuel alcohol by very-high-gravity fermentation technology. J. Ind. Microbiol. Biotechnol. 2001, 27:87-93.
2. Lin Y.H., Bayrock D., Ingledew W.M. Metabolic flux variation of Saccharomyces cerevisiae cultivated in multistage continuous stirred tank reactor fermentation environment. Biotechnol. Prog. 2001, 17:1055-1060.
3. Warren R.K., Hill G.A., Macdonald D.G. Improved bioreaction kinetics for the simulation of continuous ethanol fermentation by Saccharomyces cerevisiae. Biotechnol. Prog. 1990, 6:319-325.
4. Watt S.D., Sidhu H.S., Nelson M.I., Ray A.K. Analysis of a model for ethanol production through continuous fermentation. Anziam J. 2007, 49:C85-C99.
5. Kuriyama H., Ishibashi H., Miyagawa H., Kobayashi H., Mikami E. Optimization of two-stage continuous ethanol fermentation using flocculating yeast. Biotechnol. Lett. 1993, 15:415-420.
6. Faqir N.M., Attarakih M.M. Optimum design of a series of CSTRs performing reversible Michaelis-Menten kinetics: a rigorous mathematical study. Bioprocess Eng. 1999, 20:329-335.
7. Gil G.H., Jones W.J., Tornabene T.G. Continuous ethanol production in a two-stage, immobilized/suspended-cell bioreactor. Enzyme Microb. Technol. 1991, 13:390-399.
8. Kargupta K., Datta S., Sanyal S.K. Analysis of the performance of a continuous membrane bioreactor with cell recycling during ethanol fermentation. Biochem. Eng. J. 1998, 1:31-37.
9. Nishiwaki A., Dunn I.J. Performance of a multistage fermentor with cell recycle for continuous ethanol production. Chem. Eng. Commun. 1997, 162:179-198.
10. Nishiwaki A., Dunn I.J. Analysis of a two-stage fermentor with recycle for continuous ethanol production. Chem. Eng. Commun. 1998, 168:207-227.
11. Park T.H., Hong J., Lim H.C. Teoretical analysis of the effect of cell recycling on recombinant cell fermentation processes. Biotechnol. Prog. 1991, 7:77-84.
12. Daugulis A.J., Axford D.B., McLellan P.J. Economics of ethanol production by extractive fermentation. Can. J. Chem. Eng. 1991, 69:488-497.
13. Gyamerah M., Glover J. Production of ethanol by continuous fermentation and liquid-liquid extraction. J. Chem. Technol. Biotechnol. 1996, 66:145-152.
14. Kang W., Shukla R., Sirkar K.K. Ethanol production in a microporous hollow-fiber-based extractive fermentor with immobilized yeast. Biotechnol. Bioeng. 1990, 36:826-833.
15. Kollerup F., Daugulis A.J. A mathematical model for ethanol production by extractive fermentation in a continuous stirred tank fermentor. Biotechnol. Bioeng. 1985, XXVII:1335-1346.
16. Offeman R.D., Stephenson S.K., Robertson G.H., William J.O. Solvent extraction of ethanol from aqueous solutions. I. Screening methodology for solvents. Ind. Eng. Chem. Res. 2005, 44:6789-6796.
17. Chen M.J., Wang F.S. Optimal trade-off design of integrated fermentation processes for ethanol production using genetically engineered yeast. Chem. Eng. J. 2010, 158:271-280.
18. Wang Y., Achenie L.E.K. Computer aided solvent design for extractive fermentation. Fluid Phase Equilibr. 2002, 201:1-18.
19. Wang Y., Achenie L.E.K. A hybrid global optimization approach for solvent design. Comp. Chem. Eng. 2002, 26:1415-1425.
20. Kapucu H., Mehmetoĝlu Ü. Strategies for reducing solvent toxicity in extractive ethanol fermentation. Appl. Biochem. Biotechnol. 1998, 75:205-214.
21. Yabannavar V.M., Wang D.I.C. Strategies for reducing solvent toxicity in extractive fermentations. Biotechnol. Bioeng. 1991, 37:716-722.
22. Cheng H.C., Wang F.S. Trade-off optimal design of a biocompatible solvent for an extractive fermentation process. Chem. Eng. Sci. 2007, 62:4316-4324.
23. Cheng H.C., Wang F.S. Optimal biocompatible solvent design for a two-stage extractive fermentation process with cell recycling. Comp. Chem. Eng. 2008, 32:1385-1396.
24. Cheng H.C., Wang F.S. Optimal process/solvent design for ethanol extractive fermentation with cell recycling. Biochem. Eng. J. 2008, 41:258-265.
25. Papadopoulos A.I., Linke P. Multiobjective molecular design for integrated process-solvent systems synthesis. AIChE J. 2005, 52:1057-1070.
26. Papadopoulos A.I., Linke P. Efficient integration of optimial solvent and process design using molecular clustering. Chem. Eng. Sci. 2006, 61:6316-6336.
27. Gil I.D., Uyazán A.M., Aguilar J.L., Rodrígurez L.A., Caicedo Separation of ethanol and water by extractive distillation with salt and solvent as entrainer: process simulation. Braz. J. Chem. Eng. 2008, 25:207-215.
28. Ligero E.L., Ravagnani T.M.K. Dehydration of ethanol with salt extractive distillation - a comparative analysis between processes with salt recovery. Chem. Eng. Process. 2003, 42:543-552.
29. Gani R., Brignole E.A. Molecular design of solvents for liquid extraction based on UNIFAC. Fluid Phase Equilibr. 1983, 13:331-340.
30. Giovanoglou A., Barlatier J., Adjiman C.S., Pistikopoulos E.N., Cordiner J.L. Optimal solvent design for batch separation based on economic performance. AIChE J. 2003, 49:3095-3109.
31. Hostrup M., Harper P.M., Gani R. Design of environmentally benign processes: integration of solvent design and separation process synthesis. Comp. Chem. Eng. 1999, 23:1395-1414.
32. Marcoulaki E.C., Kokossis A.C. On the development of novel chemicals using a systematic optimization approach. Part II. Solvent design. Chem. Eng. Sci. 2000, 55:2547-2561.
33. Pretel E.J., Lopez P.A., Bottini S.B., Brignole E.A. Computer-aided molecular design of solvents for separation processes. AIChE J. 1994, 40:1349-1360.
34. Eden M.R., Jørgensen S.B., Gani R., El-Halwagi M.M. A novel framework for simultaneous separation process and product design. Chem. Eng. Process. 2004, 43:595-608.
35. Odele O., Macchietto S. Computer aided molecular design: a novel method for optimal solvent selection. Fluid Phase Equilibr. 1993, 82:47-54.
36. Pistikopoulos E.N., Stefanis S.K. Optimal solvent design for environmental impact minimization. Comp. Chem. Eng. 1998, 22:717-733.
37. Chen B., Lei Z., Li Q., Li C. Application of CAMD in separating hydrocarbons by extractive distillation. AIChE J. 2005, 51:3114-3141.
38. van Dyk B., Nieuwoudt I. Design of solvents for extractive distillation. Ind. Eng. Chem. Res. 2000, 39:1423-1429.
39. Gani R., Jiménez-González C., Constable D.J.C. Method for selection of solvents for promotion of organic reactions. Comp. Chem. Eng. 2005, 29:1661-1676.
40. Karunanithi A.T., Achenie L.E.K., Gani R. A computer-aided molecular design framework for crystallization solvent design. Chem. Eng. Sci. 2006, 61:1247-1260.
41. Kim K.J., Diwekar U.M. Integrated solvent selection and recycling for continuous processes. Ind. Eng. Chem. Res. 2002, 41:4479-4488.
42. Papadopoulos A.I., Linke P. A unified framework for integrated process and molecular design. Chem. Eng. Res. Design 2005, 83(A6):674-678.
43. Papadopoulos A.I., Linke P. A decision support grid for integrated molecular solvent design and chemical process selection. Comp. Chem. Eng. 2009, 33:72-87.
44. Papadopoulos A.I., Linke P. Integrated solvent and process selection for separation and reactive separation systems. Chem. Eng. Process.: Process Intensification 2009, 48:1047-1060.
45. Wang F.S., Sheu J.W. Multiobjective parameter estimation problems of fermentation processes using a high ethanol tolerance yeast. Chem. Eng. Sci. 2000, 55:3685-3695.
46. Gmehling J., Rasmussen P., Fredenslund A. Vapor liquid equilibria by using UNIFAC group contribution. Revision and extension 2. Ind. Eng. Chem. Process Design Dev. 1982, 21:118-127.
47. Joback K.G., Reid R.C. Estimation of pure-component properties from group-contributions. Chem. Eng. Commun. 1987, 57:233-243.
48. Gao C., Govind R., Tabak H.H. Application of the group contribution method for predicting the toxicity of organic chemicals. Environ. Toxicol. Chem. 1992, 11:631-636.
49. Sakawa M. Fuzzy Sets and Interactive Multiobjective Optimization 1993, Plenum Press, New York.
50. Liao C.T., Tzeng W.J., Wang F.S. Mixed-integer hybrid differential evolution for synthesis of chemical processes. J. Chin. Inst. Chem. Eng. 2001, 32:491-502.
51. Lin Y.C., Hwang K.S., Wang F.S. Co-evolutionary hybrid differential evolution for mixed-integer optimization problems. Eng. Optim. 2001, 33:663-682.
52. Lin Y.C., Hwang K.S., Wang F.S. Evolutionary Lagrange method for mixed-integer constrained optimization problems. Eng. Optim. 2003, 35:267-284.
53. Chiou J.P., Wang F.S. Hybrid method of evolution algorithms for static and dynamic optimization problems with application to a fedbatch fermentation process. Comp. Chem. Eng. 1999, 23:1277-1291.
54. Ostrovsky G.M., Achenie L.E.K., Sinha M. A reduced dimension branch-and-bound algorithm for molecular design. Comp. Chem. Eng. 2003, 27:551-567.
55. Floudas C.A. Nonliner and Mixed-Integer Optimization 1995, Oxford University Press, Oxford.
56. Exler O., Schittkowski K. A trust region SQP algorithm for mixed-integer nonlinear programming. Optim. Lett. 2007, 1:269-280.
57. Exler O., Lehmann T., Schittkowski K. MISQP: A Fortran Implementation of a Trust Region SQP Algorithm for Mixed-Integer Nonlinear Programming: User's Guide, Report 2009, Department of Computer Science, University of Bayreuth, Germany.
58. Schittkowski K. A Collection of 100 Test Problems for Nonlinear Mixed-Integer Programming in Fortran, Report 2009, Department of Computer Science, University of Bayreuth, Germany.
59. Michalewicz Z., Schoenauer M. Evolutionary algorithms for constrained parameter optimization problems. Evol. Comput. 1996, 4:1-32.
60. Munawar S.A., Gudi R.D. A nonlinear transformation based hybrid evolutionary method for MINLP solution. Chem. Eng. Res. Design 2005, 83(A10):1218-1236.
61. Victorino I.R.S., Maia J.P., Morais E.R., Wolf Maciel M.R., Maciel Filho R. Optimization for large scale process based on evolutionary algorithms: genetic algorithms. Chem. Eng. J. 2007, 132:1-8.
62. Chen X., Wang N. A DNA based genetic algorithm for parameter estimation in hydrogenation reaction. Chem. Eng. J. 2009, 150:527-535.