MODELING AND ESTIMATION OF POLLUTANT EMISSIONS

El Hassane Brahmi, Lilianne Denis-Vidal, Zohra Cherfi, Nassim Boudaoud, Ghislaine Joly-Blanchard

Abstract

The European laws lead to the increase of emission constraints. In order to take into account these constraints, automotive constructors are obliged to create more and more complex systems. This paper presents two stage approaches for the prediction of NOx (nitrogen oxide) emissions, which are based on an ordinary Kriging method. In the first stage, a reduction of data will take place by selecting signals with correlations studies and by using a fast Fourier transformation. In the second stage, the Kriging method is used to solve the problem of the estimation of NOx emissions under given conditions. Numerical results are presented and compared to highlight the effectiveness of the proposed methods.

References

  1. Castric, S. (2007). Readjusting methods for models and application for diesel emissions. In PhD thesis, Universit Technologique de Compiègne.
  2. Davis.J.C (1986). Statistics and Data Analysis in Geology. John Wiley and Sons, New York, 2nd edition.
  3. Heywood, J. (1988). Internal combustion engine fundamentals. Mac Graw-Hill, London.
  4. S. Baillargeon, J. P. (2004). interpolation statistique multivariable de données de prcipitations dans un cadre de modlisation hydrologique. In Colloque Gomatique 2004: un choix stratègique, Montrèal.
  5. S. Castric, V. T. (2007). A diesel engine combustion model for tuning process and a calibration method. In IMSM07 The Third Int. Con. on AVCS'07, Buenos Aires, Argentine.
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Paper Citation


in Harvard Style

Hassane Brahmi E., Denis-Vidal L., Cherfi Z., Boudaoud N. and Joly-Blanchard G. (2008). MODELING AND ESTIMATION OF POLLUTANT EMISSIONS . In Proceedings of the Fifth International Conference on Informatics in Control, Automation and Robotics - Volume 3: ICINCO, ISBN 978-989-8111-32-6, pages 260-263. DOI: 10.5220/0001496102600263


in Bibtex Style

@conference{icinco08,
author={El Hassane Brahmi and Lilianne Denis-Vidal and Zohra Cherfi and Nassim Boudaoud and Ghislaine Joly-Blanchard},
title={MODELING AND ESTIMATION OF POLLUTANT EMISSIONS},
booktitle={Proceedings of the Fifth International Conference on Informatics in Control, Automation and Robotics - Volume 3: ICINCO,},
year={2008},
pages={260-263},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001496102600263},
isbn={978-989-8111-32-6},
}


in EndNote Style

TY - CONF
JO - Proceedings of the Fifth International Conference on Informatics in Control, Automation and Robotics - Volume 3: ICINCO,
TI - MODELING AND ESTIMATION OF POLLUTANT EMISSIONS
SN - 978-989-8111-32-6
AU - Hassane Brahmi E.
AU - Denis-Vidal L.
AU - Cherfi Z.
AU - Boudaoud N.
AU - Joly-Blanchard G.
PY - 2008
SP - 260
EP - 263
DO - 10.5220/0001496102600263