Evaluation of hybrid optimization methods for the optimal design of heat integrated distillation sequences

Advances in Engineering Software

Volumn 34, Issue 2, 2003, Pages 73-86

  Fraga, E S ^a   Zilinskas A ^a,b  

^a UNIVERSITY COLLEGE LONDON   (United Kingdom)

^b VYTAUTAS MAGNUS UNIVERSITY   (Lithuania)

Author keywords

Direct search; Evolutionary; Heat integration; Hybrid optimization; Process optimization; Stochastic optimization

Indexed keywords

AUTOMATION; GENETIC ALGORITHMS; NONLINEAR PROGRAMMING; OPTIMIZATION; PRODUCT DESIGN; RANDOM PROCESSES; SEARCH ENGINES;

HEAT INTEGRATED DISTILLATION SEQUENCES;

HEAT EXCHANGERS;

EID: 0037314022     PISSN: 09659978     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0965-9978(02)00125-4     Document Type: Article

References (33)

1. Nagy A.B., Adonyi R., Halasz L., Friedler F., Fan L.T. Integrated synthesis of process and heat exchanger networks: algorithmic approach. Appl Thermal Engng. 21:(13-14):2001;1407-1427.
2. Hostrup M., Gani R., Kravanja Z., Sorsak A., Grossmann I. Integration of thermo-dynamic insights and MINLP optimization for the synthesis, design and analysis of process flowsheets. Comput Chem Engng. 25:(1):2001;73-83.
3. Fraga E.S., Patel R., Rowe G.W.A. A visual representation of process heat exchange as a basis for user interaction and stochastic optimization. Chem Engng Res Des. 79:(A7):2001;765-776.
4. Fraga E.S., McKinnon K.I.M. A scalable discrete optimization algorithm for heat integration in early design. Keil F., Mackens W., Voß H., Werther J. Scientific computing in chemical engineering. II. Stimulation, image processing, optimization, and control. 1999;306-313.
5. Caballero J.A., Grossmann I.E. Aggregated models for integrated distillation systems. Ind Engng Chem Res. 38:(6):1999;2330-2344.
6. Lewin D.R. A generalized method for HEN synthesis using stochastic optimization - II. The synthesis of cost-optimal networks. Comput Chem Engng. 22:(10):1998;1387-1405.
7. Papalexandri K.P., Pistikopoulos E.N. A decomposition-based approach for process optimization and simultaneous heat integration: application to an industrial process. Chem Engng Res Des. 76:(A3):1998;273-286.
8. Athier G., Floquet P., Pibouleau L., Domenech S. Process optimization by simulated annealing and NLP procedures: application to heat exchanger network synthesis. Comput Chem Engng. 21:(Suppl.):1997;S475-S580.
9. Colmenares T.R., Seider W.D. Synthesis of utility systems integrated with chemical processes. Ind Engng Chem Res. 28:(1):1989;84-93.
10. Grossmann I.E., Yeomans H., Kravanja Z. A rigorous disjunctive optimization model for simultaneous flowsheet optimization and heat integration. Comput Chem Engng. 22:(Suppl.):1998;S157-S164.
11. Floudas C.A. Nonlinear and mixed-integer optimization. Fundamentals and applicatins. Topics in chemical engineering. 1995;Oxford University Press, Oxford.
12. Isla M.A., Cerda J. Simultaneous synthesis of distillation trains and heat-exchanger networks. Chem Engng Sci. 42:(10):1987;2455-2463.
13. Andrecovich M.J., Westerberg A.W. A simple synthesis method based on utility bounding for heat-integrated distillation sequences. AIChE J. 31:(3):1985;363-375.
14. Rathore R.N.S., van Wormer K.A., Powers G.J. Synthesis strategies for multicomponent separation systems with energy integration. AIChE J. 20:(3):1974;491-502.
15. Rathore R.N.S., van Wormer K.A., Powers G.J. Synthesis of distillation systems with energy integration. AIChE J. 20:(5):1974;940-950.
16. Yee T.F., Grossmann I.E., Kravanja Z. Simultaneous-optimization models for heat integration. 3. Process and heat-exchanger network optimization. Comput Chem Engng. 14:(11):1990;1185-1200.
17. Yeomans H., Grossmann I.E. Nonlinear disjunctive programming models for the synthesis of heat integrated distillation sequences. Comput Chem Engng. 23:(9):1999;1135-1151.
18. Zhang J., Zhu X.X. Simultaneous optimization approach for heat exchanger network retrofit with process changes. Ind Engng Chem Res. 39:(12):2000;4963-4973.
19. Kravanja Z., Glavic P. Cost targeting for HEN through simultaneous optimization approach: a unified pinch technology and mathematical programming design of large HEN. Comput Chem Engng. 21:(8):1997;833-853.
20. Cheung K.Y., Hui C.W. Heat exchanger network optimization with discontinuous exchanger cost function. Appl Thermal Engng. 21:(13-14):2001;1397-1405.
21. Floudas C.A., Ciric A.R., Grossmann I.E. Automatic synthesis of optimum heat-exchanger network configurations. AIChE J. 32:(2):1986;276-290.
22. Lakshmanan R., Bañares-Alcántara R. A novel visualization tool for heat exchanger network retrofit. Ind Engng Chem Res. 35:(12):1996;4507-4522.
23. Linhoff B., Flower J.R. Synthesis of heat exchange networks I and II. AIChE J. 24:1978;633.
24. Linnhoff B., Hindamarsh E. The pinch design method for heat-exchanger networks. Chem Engng Sci. 38:(5):1983;745-763.
25. Morton W. Optimisation of a heat exchanger network superstructure using nonlinear programming. Proc Inst Mech Engrs, Part E. 216:(2):2002;89-104.
26. Zamora J.M., Grossmann I.E. A global MINLP optimization algorithm for the synthesis of heat exchanger networks with no stream splits. Comput Chem Engng. 22:(3):1998;367-384.
27. Fraga E.S., Steffens M.A., Bogle I.D.L., Hind A.K. An object oriented framework for process synthesis and simulation. Malone M.F., Trainham J.A., Carnahan B. AIChE Symposium series. AIChE Symposium series. vol. 96:2000;446-449.
28. Kelley C.T. Iterative methods for optimization. SIAM. 1999.
29. Kuntzevich A, Kappel F. SolvOpt. the solver of nonlinear optimization problems. Technical report. Institution of Mathematics, Technical University of Graz; 1997.
30. Parmee I.C. Evolutionary and adaptive computing in engineering design. 2001;Springer, New York.
31. Smith James E. Generic algorithms. Pardalos Panos M., Romeijn H.E. Nonconvex optimization and its applications. Nonconvex optimization and its applications. vol. 2:2002;275-362 Kluwer Academic, Dordrecht.
32. Novak Z., Kravanja Z., Grossmann I.E. Simultaneous synthesis of distillation sequences in overall process schemes using an improved MINLP approach. Comput Chem Engng. 20:(12):1996;1425-1440.
33. Törn A., Zilinskas A. Global optimization. 1989;Springer, New York.