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Volumn 5, Issue 2, 2000, Pages 132-141

A machine learning approach to modeling and identification of automotive three-way catalytic converters

Author keywords

Genetic algorithms; Neural network applications; Parameter estimation; Partial differential equations; Road vehicles

Indexed keywords

THREE-WAY CATALYTIC CONVERTERS (TWC);

EID: 0034206211     PISSN: 10834435     EISSN: None     Source Type: Journal    
DOI: 10.1109/3516.847086     Document Type: Article
Times cited : (14)

References (26)
  • 1
    • 0030213669 scopus 로고    scopus 로고
    • Mathematical modeling of automotive three-way catalytic converters with oxygen storage capacity
    • vol. 4, no. 8, pp. 1119-1124, 1996.
    • F. Aimard, S. Li, and M. Sorine, "Mathematical modeling of automotive three-way catalytic converters with oxygen storage capacity," Contr. Eng. Practice, vol. 4, no. 8, pp. 1119-1124, 1996.
    • Contr. Eng. Practice
    • Aimard, F.1    Li, S.2    Sorine, M.3
  • 2
    • 0003838715 scopus 로고    scopus 로고
    • 4th ed., R. Bosch GmbH, Stuttgart, Germany, 1996.
    • Automotive Handbook, 4th ed., R. Bosch GmbH, Stuttgart, Germany, 1996.
    • Automotive Handbook
  • 4
    • 0031347326 scopus 로고    scopus 로고
    • A simplified three-way catalyst model for use in on-board SI engine control and diagnostics, in
    • vol. 61, 1997, pp. 653-659.
    • E. P. Brandt, J. W. Grizzle, and Y. Wang, "A simplified three-way catalyst model for use in on-board SI engine control and diagnostics," in Proc. ASME Dynamic System and Control Division, vol. 61, 1997, pp. 653-659.
    • Proc. ASME Dynamic System and Control Division
    • Brandt, E.P.1    Grizzle, J.W.2    Wang, Y.3
  • 5
    • 84875668704 scopus 로고    scopus 로고
    • Monitoring the vehicle emission system components, in
    • 13th IFAC World Congr., San Francisco, CA, 1996, pp. 111-116.
    • C. Cussenot, M. Basseville, and F Aimard, "Monitoring the vehicle emission system components," in Proc. 13th IFAC World Congr., San Francisco, CA, 1996, pp. 111-116.
    • Proc.
    • Cussenot, C.1    Basseville, M.2    Aimard, F.3
  • 7
    • 0033284722 scopus 로고    scopus 로고
    • A two-time-scale infinite-adsorption model of three way catalytic converters, in
    • 1999, pp. 2683-2687.
    • L. Glielmo, S. Santini, and G. Serra, "A two-time-scale infinite-adsorption model of three way catalytic converters," in Proc. American Control Conf., San Diego, CA, 1999, pp. 2683-2687.
    • Proc. American Control Conf., San Diego, CA
    • Glielmo, L.1    Santini, S.2    Serra, G.3
  • 8
    • 84875643910 scopus 로고    scopus 로고
    • A fast integration algorithm for three-way catalytic converters PDE model, in
    • 3rd IM ACS Symp. Mathematical Modeling, Vienna, Austria, 2000, pp. 335-338.
    • L. Glielmo and S. Santini, "A fast integration algorithm for three-way catalytic converters PDE model," in Proc. 3rd IM ACS Symp. Mathematical Modeling, Vienna, Austria, 2000, pp. 335-338.
    • Proc.
    • Glielmo, L.1    Santini, S.2
  • 10
    • 0016144651 scopus 로고    scopus 로고
    • Afterburner catalysis-Effect of heat and mass transfer between gas and catalyst surface
    • vol. 70, no. 137, pp. 428-38, 1974.
    • R. D. Hawthorn, "Afterburner catalysis-Effect of heat and mass transfer between gas and catalyst surface," AIChE Symp. Ser., vol. 70, no. 137, pp. 428-38, 1974.
    • AIChE Symp. Ser.
    • Hawthorn, R.D.1
  • 13
    • 0343990722 scopus 로고    scopus 로고
    • Development and application range of mathematical models for 3-way catalytic converters
    • vol. 12, no. 2-3, pp. 161-191, June 1997.
    • G. C. Koltsakis, P. A. Kostantinidis, and A. M. Stamatelos, "Development and application range of mathematical models for 3-way catalytic converters," Appl. Catalysis B: Environmental, vol. 12, no. 2-3, pp. 161-191, June 1997.
    • Appl. Catalysis B: Environmental
    • Koltsakis, G.C.1    Kostantinidis, P.A.2    Stamatelos, A.M.3
  • 14
    • 0031643419 scopus 로고    scopus 로고
    • Three-way catalytic converter modeling and applications
    • vol. 164, pp. 153-189, 1998.
    • [ 14] G. C. Koltsakis, I. P. Kandylas, and A. M. Stamatelos, "Three-way catalytic converter modeling and applications," Chem. Eng. Commun., vol. 164, pp. 153-189, 1998.
    • Chem. Eng. Commun.
    • Koltsakis, G.C.1    Kandylas, I.P.2    Stamatelos, A.M.3
  • 16
    • 0004053074 scopus 로고    scopus 로고
    • Modeling current generation catalytic converters: Laboratory experiments and kinetic parameter optimization-Steady state kinetics
    • 1992, SAE Paper 920096.
    • C. Montreuil, S. C. Williams, and A. A. Adamczyk, "Modeling current generation catalytic converters: Laboratory experiments and kinetic parameter optimization-Steady state kinetics," , Detroit, MI, Feb. 1992, SAE Paper 920096.
    • , Detroit, MI, Feb.
    • Montreuil, C.1    Williams, S.C.2    Adamczyk, A.A.3
  • 17
    • 0025399567 scopus 로고    scopus 로고
    • Identification and Control of Dynamic Systems using Neural Networks
    • vol. 1, pp. 4-27, Mar. 1990.
    • K. Narendra and K. Parthasarathy, "Identification and Control of Dynamic Systems using Neural Networks," IEEE Trans. Neural Networks, vol. 1, pp. 4-27, Mar. 1990.
    • IEEE Trans. Neural Networks
    • Narendra, K.1    Parthasarathy, K.2
  • 18
    • 0022075609 scopus 로고    scopus 로고
    • Mathematical modeling of catalytic converter lightoff. Part III: Prediction of vehicle exhaust emissions and parametric analysis
    • vol. 31, no. 6, pp. 943-949, June 1985.
    • S. H. OhandJ. C. Cavendish, "Mathematical modeling of catalytic converter lightoff. Part III: Prediction of vehicle exhaust emissions and parametric analysis," AIChEJ., vol. 31, no. 6, pp. 943-949, June 1985.
    • AIChEJ.
    • Ohand, S.H.1    Cavendish, J.C.2
  • 19
    • 0032668849 scopus 로고    scopus 로고
    • Hybrid modeling for mechanical systems: Methodologies and applications
    • vol. 121, no. 2, pp. 270-277, 1999.
    • I. H. J. Ploemen and M. J. G. van de Molengraft, "Hybrid modeling for mechanical systems: Methodologies and applications," J. Dynam. Syst., Meas., Contr., vol. 121, no. 2, pp. 270-277, 1999.
    • J. Dynam. Syst., Meas., Contr.
    • Ploemen, I.H.J.1    Van De Molengraft, M.J.G.2
  • 20
    • 0001642686 scopus 로고    scopus 로고
    • A controlled random search procedure for global optimization
    • vol. 20, no. 4, pp. 367-370, 1976.
    • W. L. Price, "A controlled random search procedure for global optimization," Comput. J., vol. 20, no. 4, pp. 367-370, 1976.
    • Comput. J.
    • Price, W.L.1
  • 23
    • 85000781642 scopus 로고    scopus 로고
    • Reaction kinetics on a commercial three-way catalyst: The carbon monoxide-nitrogen monoxide-oxygen-water system
    • vol. 24, no. 4, pp. 512-516, 1985.
    • B. Subramanian and A. Varma, "Reaction kinetics on a commercial three-way catalyst: The carbon monoxide-nitrogen monoxide-oxygen-water system," Ind. Eng. Chem. Product Res. Develop., vol. 24, no. 4, pp. 512-516, 1985.
    • Ind. Eng. Chem. Product Res. Develop.
    • Subramanian, B.1    Varma, A.2
  • 24
    • 0032027745 scopus 로고    scopus 로고
    • Runge-Kutta neural networks for identification of dynamical systems in high accuracy
    • vol. 9, pp. 294-307, Mar. 1998.
    • W. Wang and C. Lin, "Runge-Kutta neural networks for identification of dynamical systems in high accuracy," IEEE Trans. Neural Networks, vol. 9, pp. 294-307, Mar. 1998.
    • IEEE Trans. Neural Networks
    • Wang, W.1    Lin, C.2
  • 25
    • 33947087129 scopus 로고    scopus 로고
    • Kinetic study of carbon monoxide and propylene oxidation on platinum catalysts
    • vol. 10, no. 3, pp. 294-301, 1973.
    • S. E. Voltz, C. R. Morgan, D. Liederman, and S. M. Jacobs, "Kinetic study of carbon monoxide and propylene oxidation on platinum catalysts," Ind. Eng. Chem. Product Res. Develop., vol. 10, no. 3, pp. 294-301, 1973.
    • Ind. Eng. Chem. Product Res. Develop.
    • Voltz, S.E.1    Morgan, C.R.2    Liederman, D.3    Jacobs, S.M.4
  • 26
    • 84875683941 scopus 로고    scopus 로고
    • Kinetic study of carbon monoxide and propilene oxidation on platinum catalysts
    • vol. 12, no. 4, pp. 202-209, 1994.
    • _, "Kinetic study of carbon monoxide and propilene oxidation on platinum catalysts," Ind. Eng. Chem. Product Res. Develop., vol. 12, no. 4, pp. 202-209, 1994.
    • Ind. Eng. Chem. Product Res. Develop.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.