Virtual Sensor Design of Particulate and Nitric Oxide Emissions in a di Diesel Engine

SAE Technical Papers

Volumn 2005-September, Issue , 2005, Pages

  Alberer, Daniel ^a   Re, Luigi Del ^a   Winkler, Stephan ^a   Langthaler, Peter ^a  

^a JOHANNES KEPLER UNIVERSITY LINZ   (Austria)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMOBILE ENGINES; DESIGN; DIESEL ENGINES; GENETIC ALGORITHMS; GENETIC PROGRAMMING; NITRIC OXIDE; NITROGEN OXIDES;

DATA PRE TREATMENTS; DESIGN PROCESS; DI DIESEL ENGINE; DYNAMIC ESTIMATORS; NITRIC OXIDE EMISSIONS; PREDICTION PERFORMANCE; REQUIRED PRECISION; SYSTEMATIC SEARCHES;

SEARCH ENGINES;

EID: 85012102117     PISSN: None     EISSN: 01487191     Source Type: Journal    
DOI: 10.4271/2005-24-063     Document Type: Conference Paper

References (19)

1. Heywood, J. B., "Internal combustion engine fundamentals" Mc Graw Hill, 1988
2. Chikahisa, T., Konno, M., Murayama, T., Analysis of NO formation characteristics and control concepts on diesel engines from NO reaction kinetic considerations, SAE http://www.sae.org/technical/papers/950215 950215
3. Zeldovich, Y. A., The Oxidation of Nitrogen in Combustion and Explosions, Acta Physicochim. USSR 21: pp. 577-628, 1946
4. Lavoie, G. A., Heywood, J.B., Keck, J.C., Experimental and Theoretical Investigation of Nitric Oxide Formation in Internal Combustion Engines, Combust. Sci. Technol. 1: pp. 313-326, 1975
5. Miller, J. A., Bowman, C.T., Mechanism and Modeling of Nitrogen Chemistry in Combustion, Prog. Energy Combust. Sci. 15: pp. 287-338, 1989
6. Wolfrum, J., Bildung von Stickstoffoxiden bei der Verbrennung, Chemie Ing. Technik 44: pp. 656-659, 1972
7. Fenimore, C. P., Formation of Nitric Oxide in Premixed Hydrocarbon Flames, 13th Symp. Int. Combust.: pp. 373-379, 1971
8. th Mediterranean Conference on Theory and Practice of Control Systems, p 465-471, 1998
9. Gärtner, U., Die Simulation der Stickoxid-Bildung in Nutzfahrzeug-Dieselmotoren, Dissertation TU Darmstadt, 2001
10. Ljung, L., System Identification, Theory for the User, 1995
11. Akaike, H., A new look at the statistical model identification" IEEE Transactions on Automatic Control, Vol, AC-19, n. 6, December 1974
12. Zheng G. L., and Billings, S.A., "Effects of overparameterization in nonlinear system identification and neural networks" International-Journal-of-Systems-Science. 15 April 2002; 33 (5): 331-49.]
13. del Re, L., Langthaler, P., Furtmueller, C., Winkler, S., Affenzeller, M., "NOx Virtual Sensor Based on Structure Identification and Global Optimization" SAE http://www.sae.org/technical/papers/2005-01-0050 2005-01-0050
14. Winkler, S., Affenzeller, M., Wagner, S., "Identifying Nonlinear Model Structures Using Genetic Programming Techniques" Cybernetics and Systems 2004, pp. 689-694, Austrian Society for Cybernetic Studies, 2004.
15. Winkler, S., Affenzeller, M., Wagner, S., "New Methods for the Identification of Nonlinear Model Structures Based Upon Genetic Programming Techniques" Proceedings of the 15th International Conference on Systems Science, vol. 1, pp. 386-393, Oficyna Wydawnicza Politechniki Wroclawskiej, 2004
16. Affenzeller, M., Wagner, S., "SASEGASA: A New Generic Parallel Evolutionary Algorithm for Achieving Highest Quality Results" Journal of Heuristics-Special Issue on New Advances on Parallel Meta-Heuristics for Complex Problems, vol. 10, pp. 239-263, Kluwer Academic Publishers, 2004.
17. Wagner, S., Affenzeller, M., "HeuristicLab: A Generic and Extensible Optimization Environment" accepted to be published in: Proceedings of the International Conference on Adaptive and Natural Computing Algorithms (ICANNGA) 2005.
18. Warth, M., Obrecht, P., Bertola, A., Boulouchos: K., Predictive Phenomenological C.I. Combustion Modeling-Optimization on the Basis of Bio-Inspired Algorithms. SAE http://www.sae.org/technical/papers/2005-01-1119 2005-01-1119
19. Langdon, W., Poli, R., "Foundations of Genetic Programming" Berlin Heidelberg New York: Springer Verlag, 2002