Moving toward establishing more robust and systematic model development for IC engines using process informatics

SAE Technical Papers

Volumn , Issue , 2010, Pages

  Smallbone, Andrew John ^a   Bhave, Amit ^a   Kraft, Markus ^b   Dris, Antonis ^c   McDavid, Robert ^c  

^a Reaction Engineering Solutions Ltd (ReSolutions)   (United Kingdom)

^b UNIVERSITY OF CAMBRIDGE   (United Kingdom)

^c CATERPILLAR INC   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMBUSTION; COMPUTER SUPPORTED COOPERATIVE WORK; DIESEL ENGINES; TIMING CIRCUITS;

APPLICATION MODELING; COMBUSTION CHARACTERISTICS; CONVENTIONAL ENGINE; EFFECTIVE MANAGEMENT; EXPERIMENTAL ERRORS; INTERNAL COMBUSTION; MODEL IMPLEMENTATION; SYSTEMATIC MODELING;

INTEGRATED CIRCUITS;

EID: 85072366538     PISSN: 01487191     EISSN: 26883627     Source Type: Journal    
DOI: 10.4271/2010-01-0152     Document Type: Conference Paper

References (10)

1. Venkatasubramanian, V, "DROWNING IN DATA: Informatics and modeling challenges in a data-rich networked world" AIChE Journal, pp 2-8 Volume 55. January, 2009.
2. Process Informatics Model www.primekinetics.org
3. Frenklach, M., Packard, A., Seiler, P., and, Feeley, R.,; Collaborative data processing in developing predictive models of complex reaction systems, International Journal of Chemical Kinetics, 36, 57-66, 2004.
4. Sheen, D., You, X., Wang, H., and, Lovas, T., "Spectral uncertainty quantification, propagation and optimization of a detailed kinetic model for ethylene combustion" Proceedings of the Combustion Institute Vol. 31 (Issue 1) p 535-542, 2009.
5. Braumann, A., and, Kraft, M., "Incorporating experimental uncertainties into multivariate granulation modelling" Chemical Engineering Science, 65, 1088-1100, 2010.
6. Braumann, A., Man, P.L.W., and, Kraft, M., "Parameter estimation in a multidimensional granulation model" Powder Technology, 197, 196-210, 2010
7. Taylor, J. R, "An Introduction to Error Analysis: The Study of Uncertainties in Physical Measurements" Second Edition, University Science Books, 1997.
8. Lourakis, M., "Levenberg-Marquardt nonlinear least squares algorithms in {C}/{C}++" www.ics.forth.gr/∼lourakis/levmar/, 2004.
9. Ahmad, T., and, Plee, S.L., "Application of Flame Temperature Correlations to Emissions from a Direct-Injection Diesel," SAE Technical Paper 831734, 1983.
10. Heywood, J.B., "Internal combustion engine fundamentals", McGraw-Hill (1988)