On application of stochastic optimization techniques to designing heat exchanger- and water networks

Chemical Engineering and Processing: Process Intensification

Volumn 46, Issue 11, 2007, Pages 1160-1174

  Jezowski, Jacek ^a   Bochenek, Roman ^a   Poplewski, Grzegorz ^a  

^a RZESZOW UNIVERSITY OF TECHNOLOGY   (Poland)

Author keywords

Adaptive random search; Genetic algorithms; Heat exchanger network retrofit; Optimization; Simultaneous approach; Water network design

Indexed keywords

GENETIC ALGORITHMS; OPTIMIZATION; PROBLEM SOLVING; ROBUSTNESS (CONTROL SYSTEMS);

ADAPTIVE RANDOM SEARCH; WATER NETWORK DESIGN;

HEAT EXCHANGERS;

GENETIC ALGORITHMS; HEAT EXCHANGERS; OPTIMIZATION; PROBLEM SOLVING; ROBUSTNESS (CONTROL SYSTEMS);

EID: 34548413122     PISSN: 02552701     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cep.2007.02.024     Document Type: Article

References (55)

1. Furman K.C., and Sahinidis N.V. A critical review and annotated bibliography for heat exchanger network synthesis in the 20th century. Ind. Eng. Chem. Res. 41 (2002) 2335-2370
2. Bagajewicz M.J. A review of recent design procedures for water networks in refineries and process plants. Comput. Chem. Eng. 24 (2000) 2093-2113
3. Smith R. Chemical process design (2005), John Wiley & Sons Ltd., Chichester, England
4. Floudas C.A. Nonlinear and Mixed-Integer Optimization: Fundamentals and Applications (1995), Oxford University Press, New York
5. Brooke A., Kendrick P., and Meeraus A. GAMS: A User's Guide. Release 2.25 (1992), The Scientific Press Series
6. Lee S., and Grossmann I.E. New algorithms for nonlinear generalized disjunctive programming. Comput. Chem. Eng. 24 (2000) 2125-2141
7. Lee S., and Grossmann I.E. A global optimization algorithm for noncovex generalized disjunctive programming an applications to process systems. Comput. Chem. Eng. 25 (2001) 1675-1697
8. Furman K.C., and Sahinidis N.V. Computational complexity of heat exchanger network synthesis. Comput. Chem. Eng. 25 9-10 (2001) 1371-1390
9. Michalewicz Z., and Fogel D.B. How to Solve it: Modern Heuristics (2002), Springer, Berlin
10. In: Corne D., Dorigo M., and Glover F. (Eds). New Ideas in Optimization (1999), McGraw Hill, Berkershire
11. Linke P., and Kokossis A. On the robust application of stochastic optimisation technology for the synthesis of reaction/separation systems. Comput. Chem. Eng. 27 (2003) 733-758
12. Lin B., and Miller D.C. Tabu search algorithm for chemical process optimization. Comput. Chem. Eng. 28 (2004) 2287-2306
13. Papadopoulos A.I., and Linke P. On the synthesis and optimization of liquid-liquid extraction processes using stochastic search methods. Comput. Chem. Eng. 28 (2004) 2391-2406
14. Ho Y.C., and Pepyne D.L. Simple explanation of the no free lunch theorem of optimization. Cybernetics Syst. Anal. 38 2 (2002) 292-298
15. Dolan W.B., Cummings P.T., and Le Van M.D. Process optimization via simulated annealing: application to network design. AIChE J. 35 5 (1989) 725-736
16. Dolan W.B., Cummings P.T., and Le Van M.D. Algorithmic efficiency of simulated annealing for heat exchanger network design. Comput. Chem. Eng. 14 10 (1990) 1039-1050
17. El-Halwagi M.M., Gabriel F., and Harell D. Process design and control: Rigorous graphical targeting for resource conservation via material recycle/reuse networks. Ind. Eng. Chem. Res. 42 (2003) 4319-4328
18. Prakash R., and Shenoy U.V. Targeting and design of water networks for fixed flowrate and fixed contaminant load operations. Chem. Eng. Sci. 60 (2005) 255-268
19. Wang Y.P., and Smith R. Wastewater minimization. Chem. Eng. Sci. 49 7 (1994) 981-1006
20. Huang C.H., Chang C.T., and Ling H.C. A mathematical programming model for water usage and treatment network design. Ind. Eng. Chem. Res. 38 (1999) 2666-2679
21. Yang Y.H., Lou H.H., and Huang Y.L. Synthesis of an optimal wastewater reuse network. Waste Manage. 20 (2000) 311-319
22. Mann J.G., and Liu Y.A. Industrial Water Reuse and Wastewater Minimization (1999), Mc Graw-Hill, New York
23. Lee S., and Grossmann I.E. Global optimization of nonlinear generalized disjunctive programming with bilinear equality constraints: applications to process networks. Comput. Chem. Eng. 27 (2003) 1557-1575
24. Savelski M.J., and Bagajewicz M.J. On the use of linear models for the design of water utilization systems process plants with a single contaminant. Trans. IChemE 79 Part A (2001) 600-610
25. Savelski M.J., and Bagajewicz M.J. On the optimality conditions of water utilization systems in process plants with single contaminants. Chem. Eng. Sci. 55 (2000) 5035-5048
26. Savelski M.J., and Bagajewicz M.J. On the necessary conditions of optimality of water utilization systems in process plants with multiple contaminants. Chem. Eng. Sci. 58 23-24 (2003) 5349-5362
27. Bagajewicz M.J., Rivas M., and Savelski M.J. A robust method to obtain optimal and sub-optimal design and retrofit solutions of water utilization systems with multiple contaminants in process plants. Comput. Chem. Eng. 24 (2000) 1461-1466
28. Tsai M.J., and Chang C.T. Water usage and treatment network design using genetic algorithms. Ind. Eng. Chem. Res. 40 (2001) 4874-4888
29. Prakotpol D., and Srinophakun T. GAPinch: genetic algorithm toolbox for water pinch technology. Chem. Eng. Process. 43 (2004) 203-217
30. Luus R. A direct approach to optimization of a complex system. AIChE J. 19 3 (1973) 645-646
31. Bochenek R., Jeżowski J., Poplewski G., and Jeżowska A. Studies in adaptive random search optimization for MINLP problems. Comput. Chem. Eng. Suppl. (1999) S483-S486
32. Jeżowski J., and Jeżowska A. Adaptive random search optimization procedures in solver Opti-sto. Inż. Chem. Proc. 24 (2003) 261-279
33. Jeżowski J.M., and Bochenek R.J. Experiences with the use of the Luus-Jaakola algorithm and its modifications in optimization of process engineering problems. In: Luus R. (Ed). Recent developments in optimization and optimal control in chemical engineering (2002), Research Signpost, Trivandrum, India 89-114
34. Bo Liao, and Luus R. Comparison of the Luus-Jaakola optimization procedure and the genetic algorithm. Engineering Optimization 37 4 (2005) 381-398
35. Grossmann I.E., and Daichendt M.M. New trends in optimization-based approaches to process synthesis. Comput. Chem. Eng. 20 6/7 (1996) 665-683
36. Biegler L.T., Grossmann I.E., and Westerberg A.W. Systematic Methods of Chemical Process Design (1997), Prentice Hall PTR, Upper Saddle River, New Jersey
37. Yee T.F., and Grossmann I.E. A screening and optimization approach for the retrofit of heat-exchanger networks. Ind. Eng. Chem. Res. 30 (1991) 146-162
38. Ciric A.R., and Floudas C.A. A retrofit approach for heat exchanger networks. Comput. Chem. Eng. 13 6 (1989) 703-715
39. Ciric A.R., and Floudas C.A. A mixed integer nonlinear programming model for retrofitting heat-exchanger networks. Ind. Eng. Chem. Res. 29 (1990) 239-251
40. T. Gundersen, Retrofit Process design research and applications of systematic methods, Proceedings of the 3rd Conference on Foundations of Computer-Aided Process Design, Snowmass Village, Colorado, 1989. J.J. Siirola, I.E. Grossmann, G. Stephanopouls (Eds.), 213-240.
41. Briones V., and Kokossis A.C. Hypertargets: a Conceptual Programming approach for the optimization of industrial heat exchanger networks-II. Retrofit design. Chem. Eng. Sci. 54 (1999) 541-561
42. Sorsak A., and Kravanja Z. MINLP retrofit of heat exchanger networks comprising different exchanger types. Comput. Chem. Eng. 28 (2004) 235-251
43. Lewin D.R., Wang H., and Shalev O. A generalized method for HEN synthesis using stochastic optimisation - I. General framework and MER optimal synyhesis. Comput. Chem. Eng. 22 10 (1998) 1503-1515
44. Lewin D.R. A generalized method for HEN synthesis using stochastic optimisation - II. The synthesis of cost-optimal network. Comput. Chem. Eng. 22 (1998) 1387-1405
45. Bochenek R., Jeżowski J.M., and Jeżowska A. Multi-product batch plant optimization using genetic algorithms. Proceedings of the 28th International Conference of Slovak Society of Chemical Engineering. Tatranske Matliare (2001)
46. Dunn R.F., and Wenzel H. Process integration design methods for water conservation and wastewater reduction in industry. Part1. Design for single contaminants. Clean Prod. Process. 3 (2001) 307-318
47. Wang Y.P., and Smith R. Wastewater minimisation with flow rate constraints. Trans IChemE 73 (1995) 889-904
48. Doyle S.J., and Smith R. Targeting water reuse with multiple contaminants. Trans IChemE, Part B 75 3 (1997) 181-189
49. Alva-Argaez A., Vallianatos A., and Kokossis A. A multi-contaminant transhipment model for mass exchange networks and wastewater minimisation problems. Comput. Chem. Eng. 23 (1999) 1439-1453
50. Olesen S.G., and Polley G.T. A simple methodology for the design of water networks handling single contaminants. Trans IChemE 75 (1997) 420-426
51. Savelski M.J., and Bagajewicz M.J. Algorithmic procedure to design water utilization systems featuring a single component in process plants. Chem. Eng. Sci. 56 5 (2001) 1897-1911
52. Athier G., Floquet P., Pibouleau L., and Domenech S. Process optimization by simulated annealing and NLP procedures. Application to heat exchanger network synthesis. Comput. Chem. Eng., Suppl. 21 (1997) S475-S480
53. Asante N.D.K., and Zhu X.X. An Automated and interactive approach for heat exchanger network retrofit. Trans IChemE 75 (1997) 349-360
54. Quesada I., and Grossmann I.E. Global optimization of bilinear process networks with multicomponent flows. Comput. Chem. Eng. 19 12 (1995) 1219-1242
55. Yee T.F., and Grossmann I.E. Optimization model for structural modifications in the retrofit of heat exchanger networks (1987), Foundations of Computer-Aided Process Operations Park City, Utah 653-662