Methane combustion kinetic rate constants determination: an ill-posed inverse problem analysis

Methane combustion was studied by the Westbrook and Dryer model. This well-established simplified mechanism is very useful in combustion science, for computational effort can be notably reduced. In the inversion procedure to be studied, rate constants are obtained from [CO] concentration data. However, when inherent experimental errors in chemical concentrations are considered, an ill-conditioned inverse problem must be solved for which appropriate mathematical algorithms are needed. A recurrent neural network was chosen due to its numerical stability and robustness. The proposed methodology was compared against Simplex and Levenberg-Marquardt, the most used methods for optimization problems.

Bibliographic Details

Main Authors:	Ferreira,Bárbara D. L., Paulo,Jaqueline M., Braga,João P., Sebastião,Rita C. O., Pujatti,Fabrício J. P.
Format:	Digital revista
Language:	English
Published:	Sociedade Brasileira de Química 2013
Online Access:	http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0100-40422013000200011
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