Issue
Korean Journal of Chemical Engineering,
Vol.26, No.5, 1161-1174, 2009
Simultaneous optimal integration of water utilization and heat exchange networks using holistic mathematical programming
A systematic holistic mathematical programming (HMP) is proposed to formulate a mixed integer nonlinear programming (MINLP) model for one-step optimization of water-allocation and heat exchange network (WAHEN) designs with single- or multi-contaminant water streams. The proposed model formulation and solution strategy are believed to be superior to the available ones in the following aspects. First, a comprehensive representation combining two separate superstructures is adopted to capture the structural characteristics of the integrated WAHEN. Then, a hybrid optimization strategy integrating stochastic and deterministic components is developed for the resulting MINLP model and, also, an interactive iteration method is adopted based on sensitivity analysis to guide the search toward a potential global optimum. Finally, evolutionary strategies and manipulations are executed to enhance WAHEN configurations. Two illustrative examples are presented to demonstrate the validity and advantages of the proposed approach.
[References]
  1. Linnhoff B, Hindmarsh E, Chem. Eng. Sci., 38, 745, 1983
  2. El-Halwagi MM, Manousiouthakis V, AIChE J., 35, 1233, 1989
  3. Wang YP, Smith R, Chem. Eng. Sci., 49(7), 981, 1994
  4. Grossmann IE, Caballero JA, Yeomans H, Advances in mathematical programming for automated design, Integration and Operation of Chemical Processes, Carnegie Mellon University, 1999
  5. Floudas CA, Ciric AR, Grossmann IE, AIChE J., 32, 276, 1986
  6. Yee TF, Grossmann IE, Kravanja Z, Comput. & Chem. Eng., 14, 1151, 1990
  7. Yee TF, Grossmann IE, Comput. & Chem. Eng., 14, 1165, 1990
  8. Barbaro A, Bagajewicz MJ, Comput. Chem. Eng., 29(9), 1945, 2005
  9. Takama N, Kuriyama T, Shiroko K, Umeda T, Comput. & Chem. Eng., 4, 251, 1980
  10. Alva-Argaez A, Kokossis AC, Smith R, Comput. Chem. Eng., 22(S), 741, 1998
  11. Huang CH, Chang CT, Ling HC, Chang CC, Ind. Eng. Chem. Res., 38(7), 2666, 1999
  12. Savelski M, Bagajewicz M, On the use of linear models for the design of water utilization systems in refineries and process plants, AIChE Annual Meeting. Dallas, 1999
  13. Savulescu LE, Smith R, Simultaneous energy and water minimization, AIChE Annual Meeting, Miami, 1998
  14. Bagajewicz M, Rodera H, Savelski M, Comput. Chem. Eng., 26(1), 59, 2002
  15. Savulescu L, Kim JK, Smith R, Chem. Eng. Sci., 60(12), 3279, 2005
  16. Savulescu L, Kim JK, Smith R, Chem. Eng. Sci., 60, 291, 2005
  17. Savulescu L, Sorin M, Smith, Applied Thermal Engineering, 22, 981, 2002
  18. Savelski MJ, Bagajewicz MJ, Chem. Eng. Sci., 55(21), 5035, 2000
  19. Papalexandri KP, Pistikopoulos EN, Comput. Chem. Eng., 18(11-12), 1125, 1994
  20. Floudas CA, Akrotirianakis IG, Caratzoulas S, Meyer CA, Kallrath J, Comput. Chem. Eng., 29(6), 1185, 2005
  21. Viswanathan J, Grossmann IE, Comput. & Chem. Eng., 14, 769, 1990
  22. Su JL, Motard RL, Comput. & Chem. Eng., 8, 67, 1984
  23. Ahmad S, Linnhoff B, Smith R, Comput. & Chem. Eng., 14, 751, 1990
  24. Linnhoff B, Ahmad S, Comput. & Chem. Eng., 14, 729, 1990
  25. Mann JG, Liu YA, Industrial water reuse and wastewater minimization, McGraw-Hill, 1999
  26. Ferris MC, MATLAB and GAMS: Interface optimization and visualization software, http://www.cs.wisc.edu/math-prog/matlab.html, 2005
  27. Hogg RV, Ledolter J, Engineering statistics, MacMillan, 1987
  28. Kaufman L, Rousseeuw PJ, Finding groups in data: An introduction to cluster analysis, Wiley, 1990
  29. Chang CT, Li BH, Ind. Eng. Chem. Res., 44(10), 3607, 2005