Articles & Issues
- Language
- English
- Conflict of Interest
- In relation to this article, we declare that there is no conflict of interest.
- Publication history
-
Received March 2, 2008
Accepted February 1, 2009
-
This is an Open-Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/bync/3.0) which permits
unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
Copyright © KIChE. All rights reserved.
All issues
Simultaneous optimal integration of water utilization and heat exchange networks using holistic mathematical programming
School of Chemical Engineering, Dalian University of Technology, Dalian 116012, Liao Ning, PRC, China 1Department of Economics, Dalian University of Technology, Dalian 116024, Liao Ning, PRC, China 2Department of Chemical Engineering, National Cheng Kung University, Tainan 70101, Taiwan, ROC, China
hgdong@dlut.edu.cn
Korean Journal of Chemical Engineering, September 2009, 26(5), 1161-1174(14), 10.1007/s11814-009-0196-5
Download PDF
Abstract
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._x000D_
Two illustrative examples are presented to demonstrate the validity and advantages of the proposed approach.
Keywords
References
Linnhoff B, Hindmarsh E, Chem. Eng. Sci., 38, 745 (1983)
El-Halwagi MM, Manousiouthakis V, AIChE J., 35, 1233 (1989)
Wang YP, Smith R, Chem. Eng. Sci., 49(7), 981 (1994)
Grossmann IE, Caballero JA, Yeomans H, Advances in mathematical programming for automated design, Integration and Operation of Chemical Processes, Carnegie Mellon University (1999)
Floudas CA, Ciric AR, Grossmann IE, AIChE J., 32, 276 (1986)
Yee TF, Grossmann IE, Kravanja Z, Comput. & Chem. Eng., 14, 1151 (1990)
Yee TF, Grossmann IE, Comput. & Chem. Eng., 14, 1165 (1990)
Barbaro A, Bagajewicz MJ, Comput. Chem. Eng., 29(9), 1945 (2005)
Takama N, Kuriyama T, Shiroko K, Umeda T, Comput. & Chem. Eng., 4, 251 (1980)
Alva-Argaez A, Kokossis AC, Smith R, Comput. Chem. Eng., 22(S), 741 (1998)
Huang CH, Chang CT, Ling HC, Chang CC, Ind. Eng. Chem. Res., 38(7), 2666 (1999)
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)
Savulescu LE, Smith R, Simultaneous energy and water minimization, AIChE Annual Meeting, Miami (1998)
Bagajewicz M, Rodera H, Savelski M, Comput. Chem. Eng., 26(1), 59 (2002)
Savulescu L, Kim JK, Smith R, Chem. Eng. Sci., 60(12), 3279 (2005)
Savulescu L, Kim JK, Smith R, Chem. Eng. Sci., 60, 291 (2005)
Savulescu L, Sorin M, Smith, Applied Thermal Engineering, 22, 981 (2002)
Savelski MJ, Bagajewicz MJ, Chem. Eng. Sci., 55(21), 5035 (2000)
Papalexandri KP, Pistikopoulos EN, Comput. Chem. Eng., 18(11-12), 1125 (1994)
Floudas CA, Akrotirianakis IG, Caratzoulas S, Meyer CA, Kallrath J, Comput. Chem. Eng., 29(6), 1185 (2005)
Viswanathan J, Grossmann IE, Comput. & Chem. Eng., 14, 769 (1990)
Su JL, Motard RL, Comput. & Chem. Eng., 8, 67 (1984)
Ahmad S, Linnhoff B, Smith R, Comput. & Chem. Eng., 14, 751 (1990)
Linnhoff B, Ahmad S, Comput. & Chem. Eng., 14, 729 (1990)
Mann JG, Liu YA, Industrial water reuse and wastewater minimization, McGraw-Hill (1999)
Ferris MC, MATLAB and GAMS: Interface optimization and visualization software, http://www.cs.wisc.edu/math-prog/matlab.html (2005)
Hogg RV, Ledolter J, Engineering statistics, MacMillan (1987)
Kaufman L, Rousseeuw PJ, Finding groups in data: An introduction to cluster analysis, Wiley (1990)
Chang CT, Li BH, Ind. Eng. Chem. Res., 44(10), 3607 (2005)
El-Halwagi MM, Manousiouthakis V, AIChE J., 35, 1233 (1989)
Wang YP, Smith R, Chem. Eng. Sci., 49(7), 981 (1994)
Grossmann IE, Caballero JA, Yeomans H, Advances in mathematical programming for automated design, Integration and Operation of Chemical Processes, Carnegie Mellon University (1999)
Floudas CA, Ciric AR, Grossmann IE, AIChE J., 32, 276 (1986)
Yee TF, Grossmann IE, Kravanja Z, Comput. & Chem. Eng., 14, 1151 (1990)
Yee TF, Grossmann IE, Comput. & Chem. Eng., 14, 1165 (1990)
Barbaro A, Bagajewicz MJ, Comput. Chem. Eng., 29(9), 1945 (2005)
Takama N, Kuriyama T, Shiroko K, Umeda T, Comput. & Chem. Eng., 4, 251 (1980)
Alva-Argaez A, Kokossis AC, Smith R, Comput. Chem. Eng., 22(S), 741 (1998)
Huang CH, Chang CT, Ling HC, Chang CC, Ind. Eng. Chem. Res., 38(7), 2666 (1999)
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)
Savulescu LE, Smith R, Simultaneous energy and water minimization, AIChE Annual Meeting, Miami (1998)
Bagajewicz M, Rodera H, Savelski M, Comput. Chem. Eng., 26(1), 59 (2002)
Savulescu L, Kim JK, Smith R, Chem. Eng. Sci., 60(12), 3279 (2005)
Savulescu L, Kim JK, Smith R, Chem. Eng. Sci., 60, 291 (2005)
Savulescu L, Sorin M, Smith, Applied Thermal Engineering, 22, 981 (2002)
Savelski MJ, Bagajewicz MJ, Chem. Eng. Sci., 55(21), 5035 (2000)
Papalexandri KP, Pistikopoulos EN, Comput. Chem. Eng., 18(11-12), 1125 (1994)
Floudas CA, Akrotirianakis IG, Caratzoulas S, Meyer CA, Kallrath J, Comput. Chem. Eng., 29(6), 1185 (2005)
Viswanathan J, Grossmann IE, Comput. & Chem. Eng., 14, 769 (1990)
Su JL, Motard RL, Comput. & Chem. Eng., 8, 67 (1984)
Ahmad S, Linnhoff B, Smith R, Comput. & Chem. Eng., 14, 751 (1990)
Linnhoff B, Ahmad S, Comput. & Chem. Eng., 14, 729 (1990)
Mann JG, Liu YA, Industrial water reuse and wastewater minimization, McGraw-Hill (1999)
Ferris MC, MATLAB and GAMS: Interface optimization and visualization software, http://www.cs.wisc.edu/math-prog/matlab.html (2005)
Hogg RV, Ledolter J, Engineering statistics, MacMillan (1987)
Kaufman L, Rousseeuw PJ, Finding groups in data: An introduction to cluster analysis, Wiley (1990)
Chang CT, Li BH, Ind. Eng. Chem. Res., 44(10), 3607 (2005)
