Multi-objective optimization of industrial purified terephthalic acid oxidation process

Chinese Journal of Chemical Engineering

Volumn 11, Issue 5, 2003, Pages 536-541

  Mu, Shengjing ^a   Su, Hongye ^a   Gu, Yong ^a   Chu, Jian ^a  

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

Author keywords

Multi objective optimization; Non dominated sorting genetic algorithm II; Purified terephthalic acid oxidation process

Indexed keywords

ACIDS; GENETIC ALGORITHMS; OPTIMIZATION;

CONTINUOUSLY STIRRED TANK REACTOR; MULTIOBJECTIVE OPTIMIZATION; NONDOMINATED SORTING GENETIC ALGORITHM; PURIFIED TEREPHTHALIC ACID OXIDATION PROCESS;

OXIDATION;

INDUSTRIAL APPLICATION;

EID: 1442277801     PISSN: 10049541     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (18)

1. Mu, S.J., Su, H.Y., Liu, R.L., Gu, Y., Chu, J., Analysis and modeling of industrial purified terephthalic acid oxidation unit, In: International Symposium on Advanced Control of Chemical Processes, Hongkong (2003).
2. Yuen, C.C., Aatmeeyata, Gupta, S.K., Ray, A.K., Multi-objective optimization of membrane separation modules using genetic algorithm, J. Membrane Sci., 176, 177-196 (2000).
3. Coello, C.C.A., A short tutorial on evolutionary multiobjective optimization, In: Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization, Zitzler, E., Deb, K., Thiele, L., Coello, C.C.A., Corne, D., Eds., Springer, Zurich, Switzerland, 67-81 (2001).
4. Fonseca, C.M., Fleming, P.J., An overview of evolutionary algorithms in multiobjective optimization, Technical report, Department of Automatic Control and Systems Engineering, University of Sheffield, Sheffield, U.K. (1994).
5. Srinivas, N., Deb, K., Multiobjective optimization using nondominated sorting in genetic algorithms, Evol. Comput., 2 (3), 221-248 (1994).
6. Horn, J., Nafpliotis, N., Goldberg, D.E., A niched Pareto genetic algorithm for multiobjective optimization, In: Proceedings of the First IEEE Conference on Evolutionary Computation, IEEE World Congress on Computational Intelligence, IEEE Press, Piscataway, New Jersey, 1, 82-87 (1994).
7. Knowles, J.D., Corne, D.W., Approximating the nondominated front using the Pareto archived evolution strategy, Evol. Comput., 8 (2), 149-172 (2000).
8. Zitzler, E., Thiele, L., Multiobjective evolutionary algorithms: A comparative case study and the strength Pareto approach, IEEE Trans. On Evol. Comput., 3 (4), 257-271 (1999).
9. Deb, K., Agrawal, S., Pratab, A., Meyarivan, T., A fast elitist non-dominated sorting genetic algorithm for multi-objective optimization: NSGA-II, In: Proceedings of the Parallel Problem Solving from Nature VI. Conference, Schoenauer, M., Deb, K., Ruddph, G., Yao, X., Lutton, E., Julian, J.M., Schwefel, H.P., Eds., Paris, 849-858 (2000).
10. Bhaskar, V., Gupta, S.K., Ray, A.K., Applications of multiobjective optimization in chemical engineering, Rev. Chem. Eng., 16 (1), 1-54 (2000).
11. Bhaskar, V., Gupta, S.K., Ray, A.K., Multiobjective optimization of an industrial wiped-film pet reactor, AIChE J., 46 (5), 1046-1058 (2000).
12. Bhaskar, V., Gupta, S.K., Ray, A.K., Multiobjective optimization of an industrial wiped film poly (ethylene terephthalate) reactor: Some further insights, Comp. Chem. Eng., 25(2/3), 391-407 (2001).
13. Rajesh, J.K., Gupta, S.K., Rangaiah, G.P., Ray, A.K., Multi-objective optimization of industrial hydrogen plants, Chem. Eng. Sci., 56(3), 999-1010 (2001).
14. Wang, F.S., Sheu, J.W., Multiobjective parameter estimation problems of fermentation processes using a high ethanol tolerance yeast, Chem. Eng. Sci., 55(18), 3685-3695 (2000).
15. Shi, L., Yao, P.J., Multi-objective evolutionary algorithms for MILP and MINLP in process synthesis, Chinese J. Chem. Eng., 9 (2), 173-178 (2001).
16. Cao, G., Alberto, S., Pisu, M., Morbidelli, M., Kinetics of p-xylene liquid catalytic oxidation, AIChE J., 40 (7), 1156-1166 (1994).
17. Cao, G., Pisu, M., Morbidelli, M., A lumped kinetic model for liquid-phase catalytic oxidation of p-xylene to terephthalic acid, Chem. Eng. Sci., 49(24), 5775-5783 (1994).
18. Wang, L.J., Studies on the kinetics of p-xylene oxidation and the reactor simulation, Master Degree Thesis, Zhejiang Univ., Hangzhou (2001). (in Chinese)