Multiobjective optimization of the industrial naphtha catalytic reforming process

Chinese Journal of Chemical Engineering

Volumn 15, Issue 1, 2007, Pages 75-80

  Hou, Weifeng ^a   Su, Hongye ^a   Mu, Shengjing ^a   Chu, Jian ^a  

^a STATE KEY LABORATORY OF INDUSTRIAL CONTROL TECHNOLOGY   (China)

Author keywords

catalytic reforming; lumped kinetics model; multiobjective optimization; neighborhood and archived genetic algorithm (NAGA)

Indexed keywords

EID: 33947651221     PISSN: 10049541     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1004-9541(07)60036-6     Document Type: Article

References (21)

1. Y. Gao, L. Shi, P.J. Yao "Waste minimization through process integration and multi-objective optimization," Chin. J. Chem. Eng. 9 3 2001 267 272
2. S.J. Mu, H.Y. Su, Y. Gu, J. Chu "Multi-objective optimization of industrial purified terephthalic acid oxidation process" Chin. J. Chem. Eng. 11 5 2003 536 541
3. W.F. Hou, H.Y. Su, Y.Y. Hu, J. Chu "Simulation of industrial catalytic reforming process by development user's module on ASPEN PLUS platform" J. Chem. Ind. Eng. 56 9 2005 1714 1720
4. S.J. Li, H. Wang, F. Qian "Multi-objective genetic algorithm and its applications in chemical engineering" Comput. Appl. Chem. 20 6 2003 755 760 (in Chinese)
5. C.C. Yuen, A.S.K. Gupta, A.K. Ray "Multi-objective optimization of membrane separation modules using genetic algorithm" J. Membr. Sci. 176 2000 177 196
6. C.C.A. Coello "A short tutorial on evolutionary multiobjective optimization" E. Zitzler K. Deb L. Thiele C.C.A. Coello D. Corne Proceedings of the First International Conference on Evolutionary Multi-criterion Optimization 2001 Springer Zurich, Switzerland 67 81
7. N. Srinivas, K. Deb "Multiobjective optimization using nondominated sorting in genetic algorithms" Evol. Comput. 2 3 1994 221 248
8. J. Horn, N. Nafpliotis, D.E. Goldberg "A niched Pareto genetic algorithm for multiobjective optimization" Proceedings of the First IEEE Conference on Evolutionary Computation, IEEE World Congress on Computational Intelligence 1 1994 IEEE Press Piscataway, New Jersey 82 87
9. J.D. Knowles, D.W. Corne "Approximating the non-dominated front using Pareto archived evolution strategy" Evol. Comput. 8 2 2000 149 172
10. E. Zitzler, L. Thiele "Multiobjective evolutionary algorithms: A comparative case study and the strength Pareto approach" IEEE Trans. Evol. Comput. 3 4 1999 257 271
11. Mu, S.J., Su, H.Y., Wang, Y.X., Chu, J., "An efficient evolutionary multi-objective optimization algorithm", In: Proceedings of the IEEE Congress on Evolutionary Computation, Canberra, 2, 914-920(2003).
12. S.J. Mu, H.Y. Su, T. Jia, Y. Gu, J. Chu "Scalable multi-objective optimization of industrial purified terephthalic acid (PTA) oxidation process" Comput. Chem. Eng. 28 2004 2219 2231
13. W.F. Hou, H.Y. Su, Y.Y. Hu, J. Chu "A lumped kinetics model and its on-line application to a commercial catalytic naphtha reforming process" J. Chem. Ind. Eng. 57 7 2006 1605 1611 (in Chinese)
14. R.B. Smith "Kinetic analysis of naphtha reforming with platinum catalyst" Chem. Eng. Progr. 55 6 1959 76 80
15. M.P. Ramage, K.R. Graziani, F.J. Krambeck "Development of Mobil's kinetic reforming model" Chem. Eng. Sci. 35 1980 41 48
16. U. Taskar, J.B. Riggs "Modeling and optimization of a semiregenerative catalytic naphtha reformer" AlChE J. 43 1997 740 753
17. M.R. Rahimpour, S. Esmaili, G.N.A. Bagheri "Kinetic and deactivation model for industrial catalytic naphtha reforming" Iranian J. Sci. Tech., Trans. B: Tech. 27 2003 279 290
18. H.X. Weng, H.B. Jiang, J. Chen "Lumped model for catalytic reforming (II) Experiment design and kinetic parameter estimation" J. Chem. Ind. Eng. 45 5 1994 531 537 (in Chinese)
19. X.A. Xie, S.H. Peng, T.J. Liu "Establishment and commercial application of kinetics models for catalytic reforming reactions (1) Establishment of physical model" Petro. Ref. Eng. 25 6 1995 49 51 (in Chinese)
20. Q.H. Zhou, S.Y. Hu, Y.R. Li, J.Z. Shen, Z.W. Wei "Molecular modeling and optimization for catalytic reforming" Comput. Appl. Chem. 21 3 2004 447 452 (in Chinese)
21. W.F. Hou, H.Y. Su, Y.Y. Hu, J. Chu "Modeling, simulation and optimization of a whole industrial catalytic naphtha reforming process on Aspen Plus platform" Chin. J. Chem. Eng. 14 5 2006 584 591