Identification of a discrete-time nonlinear Hammerstein-Wiener model for a selective catalytic reduction system

Proceedings of the American Control Conference

Volumn , Issue , 2011, Pages 78-83

  Zambrano, Darine ^a   Tayamon, Soma ^a   Carlsson, Bengt ^a   Wigren, Torbjörn ^a  

^a UPPSALA UNIVERSITY   (Sweden)

Author keywords

[No Author keywords available]

Indexed keywords

AMMONIA; NITROGEN OXIDES; REDUCTION; UREA;

AFTERTREATMENT SYSTEMS; AMMONIA CONCENTRATIONS; HAMMERSTEIN-WIENER MODELS; NITROGEN OXIDE EMISSIONS; NONLINEAR STATIC FUNCTION; OUTPUT CONCENTRATIONS; SELECTIVE CATALYSTS; SELECTIVE CATALYTIC REDUCTION SYSTEMS;

SELECTIVE CATALYTIC REDUCTION;

EID: 80053161389     PISSN: 07431619     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/acc.2011.5991110     Document Type: Conference Paper

References (25)

1. F. Willems, R. Cloudt, E. Van den Eijnden, M. Van Genderen, R. Verbeek, B. De Jager, W. Boomsma, and I. Van den Heuvel, "Is closed-loop SCR control required to meet future emission targets?"SAE, vol. 2007-01-1574, 2006.
2. The European Parliament and the Council, "Regulation (EC) No 595/2009 of the European parliament and of the Council," Official Journal of the European Union, pp. L 188/1 - L 188/13, June 2009.
3. E. Troconi, P. Forzatti, J. G. Martin, and S. Malloggi, "Selective catalytic removal of NOx: A mathematical model for design of catalyst and reactor," Chemical Engineering Science, vol. 47, no. 9-11, pp. 2401-2406, 1992. (Pubitemid 23603955)
4. 3 over a Fe-zeolite catalyst," Ind. Eng. Chem. Res., vol. 49, pp. 39-52, 2010.
5. E. P. Brandt, Y. Wang, and J. W. Grizzle, "Dynamic modeling of a three-way catalyst for SI engine exhaust emission control," IEEE Transactions on Control Systems Technology, vol. 8, no. 5, pp. 767-776, 2000.
6. C. Ericson, "Model based optimization of a complete diesel engine/SCR system," Ph.D. dissertation, Lund University, 2009.
7. C. M. Schär, C. H. Onder, and H. P. Geering, "Mean-value of the SCR system of a mobile application," in 15th IFAC World Congress, Barcelona, Spain, July 2002.
8. E. Troconi, I. Nova, C. Ciardelli, D. Chatterjee, B. Bandl-Konrad, and T. Burkhardt, "Modelling of an SCR catalytic converter for diesel exhaust after treatment: Dynamics effects at low temperature,"Catalysis Today, vol. 105, pp. 529-536, 2005.
9. H. C. Krijnsen, R. Bakker, W. E. J. Van Kooten, H. P. A. Calis, R. P. Verbeek, and C. M. Van den Bleek, "Evaluation of fit algorithms for NOx emission prediction for efficient DeNOx control of transient diesel engine exhaust gas," Ind. Eng. Chem. Res., vol. 39, pp. 2992-2997, 2000. (Pubitemid 30646665)
10. G. Dolanc, S. Strmcnik, and J. Petrovcic, "NOx selective catalytic reduction control based on simple models," Journal of Process Control, vol. 11, pp. 35-41, 2001.
11. C. M. Schär, C. H. Onder, and H. P. Geering, "Control of an SCR catalytic converter system for a mobile heavy-duty application," IEEE Transactions on Control Systems Technology, vol. 14, no. 4, pp. 641-653, 2006.
12. M. F. Hsieh and J. Wang, "An extended Kalman filter for NOx sensor ammonia cross-sensitivity elimination in selective catalytic reduction applications," in American Control Conference, Baltimore, USA, June 30-July 02 2010.
13. -, "Nonlinear observer designs for diesel engine selective catalytic reduction (SCR) ammonia coverage ratio estimation," in 48th IEEE Conference on Decision and Control and 28th Chinese Control Conference, Shanghai, P.R. China, December 2009.
14. L. Ljung, System Identification - Theory for the User, 2nd ed. Prentice-Hall, 1999.
15. H. H. J. Bloemen, C. T. Chou, T. J. J. Van den Boom, V. Verdult, M. Verhaegen, and T. C. Backx, "Wiener model identification and predictive control for dual composition control of a distillation column,"Journal of Process Control, vol. 11, no. 6, pp. 601 - 620, 2001.
16. G. Dolanc and S. Strmcnik, "Identification of nonlinear systems using a piecewise-linear Hammerstein model," Systems and Control Letters, vol. 54, no. 2, pp. 145 - 158, 2005.
17. J. N. Chi and H. F. DaCosta, "Modeling and control of a urea-SCR aftertreatment system," SAE Transactions, vol. 114, no. 4, pp. 449-464, 2005.
18. H. Steven, "Development of a worldwide harmonised heavy-duty engine emissions test cycle," United Nations, Tech. Rep., 2001.
19. L. Ljung, System Identification Toolbox - for use with MATLAB, User's Guide, 5th ed. The Mathworks, Inc. Sherborn, Mass, 2000.
20. S. A. Billings, "Identification of nonlinear systems: A survey," Control Theory and Applications, IEE Proceedings D, vol. 127, no. 6, pp. 272-285, 1980.
21. E.-W. Bai and M. Fu, "A blind approach to Hammerstein model identification," IEEE Transactions on Signal Processing, vol. 50, no. 7, pp. 1610 -1619, 2002.
22. A. Hagenblad and L. Ljung, "Maximum likelihood estimation of Wiener models," in Proceeding 39th IEEE Conference on Decision and Control, 2000, pp. 2417-2418.
23. J. Vörös, Block-oriented Nonlinear System Identification, ser. Lecture Notes in Control and Computer Sciences. Springer-Verlag Berlin Heidelberg, 2010, vol. 404, ch. Compound Operator Decomposition and Its Application to Hammerstein and Wiener Systems, pp. 35-51.
24. R. K. Pearson and M. Pottmann, "Gray-box identification of block-oriented nonlinear models," Journal of Process Control, vol. 10, no. 4, pp. 301 - 315, 2000.
25. T. Wigren, "Convergence analysis of recursive identification algorithms based on the nonlinear Wiener model," IEEE Transactions on Automatic Control, vol. 39, no. 11, pp. 2191 -2206, nov. 1994.