Trade-off optimal design of a biocompatible solvent for an extractive fermentation process

Chemical Engineering Science

Volumn 62, Issue 16, 2007, Pages 4316-4324

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

^a NATIONAL CHUNG CHENG UNIVERSITY   (Taiwan)

Author keywords

CAMD; Extractive fermentation; Fuzzy optimization; Hybrid differential evolution; MINLP; Solvent design

Indexed keywords

EXTRACTIVE FERMENTATION; FUZZY OPTIMIZATION; HYBRID DIFFERENTIAL EVOLUTION; SOLVENT DESIGN;

CONSTRAINT THEORY; EXTRACTION; FERMENTATION; NONLINEAR PROGRAMMING; OPTIMIZATION;

PROCESS CONTROL;

CONSTRAINT THEORY; EXTRACTION; FERMENTATION; NONLINEAR PROGRAMMING; OPTIMIZATION; PROCESS CONTROL;

EID: 34447316974     PISSN: 00092509     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ces.2007.05.010     Document Type: Article

References (36)

1. Bolis G., Pace L.D., and Fabrocini F. A machine learning approach to computer-aided molecular design. Journal of Computer-Aided Molecular Design 5 (1991) 617-628
2. Brignole E.A., Bottlini S., and Gani R. A strategy for design and selection of solvents for separation processes. Fluid Phase Equilibria 29 (1986) 125-132
3. Chiou J.P., and Wang F.S. Hybrid method of evolution algorithms for static and dynamic optimization problems with application to a fedbatch fermentation process. Computer and Chemical Engineering 23 (1999) 1277-1291
4. Gani R., and Brignole E.A. Molecular design of solvents for liquid extraction based on UNIFAC. Fluid Phase Equilibria 13 (1983) 331-340
5. Gani R., Nielsen B., and Fredenslund A. A group contribution approach to computer-aided molecular design. A.I.Ch.E. Journal 37 (1991) 1318-1332
6. Gao C., Govind R., and Tabak H.H. Application of the group contribution method for predicting the toxicity of organic chemicals. Environmental Toxicology and Chemistry 11 (1992) 631-636
7. Giovanoglou A., Barlatier J., Adjiman C.S., Pistikopoulos E.N., and Cordiner J.L. Optimal solvent design for batch separation based on economic performance. A.I.Ch.E. Journal 49 (2003) 3095-3109
8. Gmehling J., Rasmussen P., and Fredenslund A. Vapor liquid equilibria by using UNIFAC group contribution. Revision and extension 2. Industrial and Engineering Chemistry Process Design and Development 21 (1982) 118-127
9. Hostrup M., Harper P.M., and Gani R. Design of environmentally benign processes: integration of solvent design and separation process synthesis. Computers and Chemical Engineering 23 (1999) 1395-1414
10. Huang H.J., and Wang F.S. Fuzzy decision-making design of chemical plant using mixed-integer hybrid differential evolution. Computers and Chemical Engineering 26 (2002) 1649-1660
11. Joback K.G., and Reid R.C. Estimation of pure-component properties from group-contributions. Chemical Engineering Communications 57 (1987) 233-243
12. Joback K.G., and Stephanopoulos G. Designing molecules possessing desired physical property values. Proceedings of FOCAPD (1989), Snowmass, CO 363-387
13. Karunanithi A.T., Achenie L.E.K., and Gani R. A computer-aided molecular design framework for crystallization solvent design. Chemical Engineering Science 61 (2006) 1247-1260
14. Kollerup F., and Daugulis A.J. A mathematical model for ethanol production by extractive fermentation in a continuous stirred tank fermentor. Biotechnology and Bioengineering XXVII (1985) 1335-1346
15. Kollerup F., and Daugulis A.J. Screening and identification of extractive fermentation solvents using a database. The Canadian Journal of Chemical Engineering 63 (1985) 919-927
16. Liao C.T., Tzeng W.J., and Wang F.S. Mixed-integer hybrid differential evolution for synthesis of chemical processes. Journal of the Chinese Institute of Chemical Engineers 32 (2001) 491-502
17. Lin H.T., and Wang F.S. Optimal design of an integrated fermentation process for lactic acid production. A.I.Ch.E. Journal 53 (2007) 449-459
18. Lin Y.C., Hwang K.S., and Wang F.S. Evolutionary Lagrange method for mixed-integer constrained optimization problems. Engineering Optimization 35 (2003) 267-284
19. Lin Y.C., Hwang K.S., and Wang F.S. A mixed-coding scheme of evolutionary algorithms to solve mixed-integer nonlinear programming problems. Computers and Mathematics with Applications 47 (2004) 1295-1307
20. Macchietto S., Odele O., and Omatsone O. Design of optimal solvents for liquid-liquid extraction and gas absorption processes. Transactions of the Institute of Chemical Engineers 68 (1990) 429-433
21. Marcoulaki E.C., and Kokossis A.C. On the development of novel chemicals using a systematic optimization approach, Part II. Solvent design. Chemical Engineering Science 55 (2002) 2547-2561
22. Marrero J., and Gani R. Group-contribution based estimation of pure component properties. Fluid Phase Equilibria 183-184 (2001) 183-208
23. Michalewicz Z., and Schoenauer M. Evolutionary algorithms for constrained parameter optimization problems. Evolutionary Computation 4 (1996) 1-32
24. Minier M., and Goma G. Ethanol production by extractive fermentation. Biotechnology and Bioengineering 29 (1982) 1565-1579
25. Odele O., and Macchietto S. Computer aided molecular design: a novel method for optimal solvent selection. Fluid Phase Equilibria 82 (1993) 47-54
26. Ostrovsky G.M., Achenie L.E.K., and Sinha M. On the solution of mixed-integer nonlinear programming models for computer aided molecular design. Computers and Chemistry 26 (2002) 645-660
27. Papadopoulos A.I., and Linke P. Multiobjective molecular design for integrated process-solvent systems synthesis. A.I.Ch.E. Journal 52 (2005) 1057-1070
28. Pistikopoulos E.N., and Stefanis S.K. Optimal solvent design for environmental impact minimization. Computers and Chemical Engineering 22 (1998) 717-733
29. Pretel E.J., Lopez P.A., Bottini S.B., and Brignole E.A. Computer-aided molecular design of solvents for separation processes. A.I.Ch.E. Journal 40 (1994) 1349-1360
30. Sakawa M. Fuzzy Sets and Interactive Multiobjective Optimization (1993), Plenum Press, New York
31. Schwefel H.P. Evolution and Optimum Seeking (1994), Wiley, New York
32. Sinha M., Achenie L.E.K., and Ostrovsky G.M. Environmentally benign solvent design by global optimization. Computers and Chemical Engineering 23 (1999) 1381-1394
33. Storn R., and Price K.V. Differential evolution: a simple and efficient heuristic for global optimization over continuous spaces. Journal of Global Optimization 11 (1997) 341-359
34. Venkatasubramanian V., Chan K., and Caruthers J.M. Evolutionary design of molecules with desired properties using the genetic algorithm. Journal of Chemical Information and Computer Sciences 35 (1995) 188-195
35. Wang Y., and Achenie L.E.K. Computer aided solvent design for extractive fermentation. Fluid Phase Equilibria 201 (2002) 1-18
36. Wang Y., and Achenie L.E.K. A hybrid global optimization approach for solvent design. Computers and Chemical Engineering 26 (2002) 1415-1425