Kinetic parameter estimation by standard optimization methods in catalytic converter modeling

Chemical Engineering Communications

Volumn 191, Issue 11, 2004, Pages 1473-1501

  Pontikakis, G ^a   Papadimitriou, C ^a   Stamatelos, A ^a  

^a UNIVERSITY OF THESSALY   (Greece)

Author keywords

Automotive catalytic converters; Mathematical modeling; Reaction kinetics

Indexed keywords

DIESEL ENGINES; GASOLINE; OPTIMIZATION; PARAMETER ESTIMATION; TRANSIENTS;

KINETIC PARAMETER ESTIMATION; VEHICLE DRIVING CYCLE TESTS;

CATALYTIC CONVERTERS;

CATALYTIC CONVERTER;

EID: 4444338895     PISSN: 00986445     EISSN: None     Source Type: Journal    
DOI: 10.1080/00986440490472634     Document Type: Article

References (26)

1. Chen, D. K. S., Bissett, E. J., Oh, S. H., and Van Ostrom, D. L. (1988). A three-dimensional model for the analysis of transient thermal and conversion characteristics of monolithic catalytic converters, SAE paper 880282, Society of Automatic Engineers, Warrendale, Penn.
2. Dubien, C. and Schweich, D. (1997). Three way catalytic converter modeling: Numerical determination of kinetic data, In Catalysis and Automotive Pollution Control IV: Proceedings of the Fourth International Symposium (CAPOC4), Brussels, Belgium, April 9-11, 1997, Elsevier, New York.
3. Felis, V., Bellefon, C., Fouilloux, P., and Schweich, D. (1999). Hydrodechlorination and hydrodearomatization of monoaromatic chlorophenols into cyclohexanol on Ru/C catalysts applied to water depollution, Appl. Catal. B Environ., 20, 91-100.
4. Flytzani-Stefanopoulos, M., Voecks, G. E., and Charng, T. (1986). Modeling of heat transfer in non-adiabatic monolithic reactors and experimental comparisons of metal monoliths with packed beds, Chem. Eng. Sci., 41, 1203.
5. Froment, G. F. (1987). The kinetics of complex catalytic reactions, Chem. Eng. Sci., 42, 1073-1087.
6. Glielmo, L. and Santini, S. (2001). A two-time-scale infinite-adsorption model of three-way catalytic converters during the warm-up phase, J. Dyn. Syst. Meas. Control, 123(1), 62-70.
7. Glielmo, L., Milano, M., and Santini, S. (2000). Three-way catalytic converter modelling: Neural networks and genetic algorithm for the reaction kinetics submodel, SAE paper 2000-01-0212, Society of Automotive Engineers, Warrendale, Penn.
8. Heck, R. H. and Wei, J. (1976). Mathematical modeling of monolithic catalysts, AIChE J., 22(3), 477.
9. Kaerger, J. and Ruthven, D. M. (1992). Diffusion in Zeolites and Other Microporous Solids, Wiley, New York.
10. Koltsakis, G. C. and Stamatelos, A. M. (1997). Catalytic automotive exhaust aftertreatment, Progr. Energy Combust. Sci., 23, 153.
11. Koltsakis, G. C. and Stamatelos, A. M. (1998). Three-way catalytic converter modeling and applications, Chem. Eng. Commun., 164, 153.
12. Montreuil, C. N., Williams, S. C., and Adamczyk, A. A. (1992). Modeling current generation catalytic converters: Laboratory experiments and kinetic parameter optimization-Steady state kinetics, SAE paper 920096, Society of Automotive Engineers, Warrendale, Penn.
13. Moros, R., Kalies, H., Rex, H. G., and Schaffarczyk, St. (1996). A genetic algorithm for generating initial parameter estimations for kinetic models of catalytic processes, Comput. Chem. Eng., 20(10), 1257-1270.
14. Park, Tae-Yun and Froment, Gilbert F. (1998). A hybrid genetic algorithm for the estimation of parameters in detailed kinetic models, Comput. Chem. Eng., 22, Suppl., S103-S110.
15. Pierre, D. (1965). Optimization Theory with Applications, Dover Publications, New York.
16. Pontikakis, G. and Stamatelos, A. (2001). Mathematical modeling of catalytic exhaust systems for EURO-3 and EURO-4 emissions standards, Proc. Inst. Mech. Eng. Part D J. Automob. Eng., 215, 1005-1015.
17. Pontikakis, G. N., Koltsakis, G. C., Stamatelos, A. M., Noirot, R., Agliany, Y., Colas, H., and Versaevel, P. (2000). Experimental and modeling study on zeolite catalysts for diesel engines, paper presented at CAPOC V, Fifth International Congress on Catalysis and Automotive Pollution Control, Brussels, April.
18. Press, W. H., Flannery, B. P., Teukolsky, S. A., and Vetterling, W. T. (1988). Numerical Recipes in Fortran 77: The Art of Scientific Computing, Cambridge University Press, Cambridge, England.
19. Schmidt, L. D. (1998). The Engineering of Chemical Reactions, Oxford University Press, Oxford.
20. Siemund, S., Leclerc, J. P., Schweich, D., Prigent, M., and Castagna, F. (1996). Three-way monolithic converter: Simulations versus experiments, Chem. Eng. Sci., 51(15), 3709.
21. Thomas, J. M. and Thomas, W. J. (1997). Principles and Practice of Heterogeneous Catalysis, VCH Verlagsgesellschaft, Weinheim, Germany.
22. University of Thessaly (2001). LTTE: CATRAN Catalytic Converter Modeling Software, Version V3R1, User's Manual., Volos, Greece.
23. Voltz, S. E., Morgan, C. R., Liederman, D., and Jacob, S. M. (1973). Ind. Eng. Chem. Prod. Res. Dev., 12, 294.
24. Watson, Beth A., Klein, Michael T., and Harding, Robert H. (1996). Mechanistic modeling of n-heptane cracking on HZSM-5, Ind. Eng. Chem. Res., 35(5), 1506-1516.
25. Wolf, D. and Moros, R. (1997). Estimating rate constants of heterogeneous catalytic reactions without supposition of rate determining surface steps-an application of a genetic algorithm, Chem. Eng. Sci., 52(7), 1189-1199.
26. Young, L. C. and Finlayson, B. A. (1976). Mathematical models of the monolithic catalytic converter. Part 1: Development of model and application of orthogonal collocation, AIChE J., 22, 331.