Solutions for a turbulent jet diffusion flame of ethanol with NO^sub x^ formation using a reduced kinetic mechanism obtained by applying ANNs

Solutions for a turbulent jet diffusion flame of ethanol with NO^sub x^ formation using a reduced kinetic mechanism obtained by applying ANNs

The processes of conversion of energy by combustion tend to increasingly consider the economic and environmental constraints, making it necessary to understand the interaction between combustion and turbulence. This work aims to develop a new mechanism for a jet diffusion flame of ethanol considerin...

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Bibliographic Details
Published in:Fuel (Guildford) Vol. 231; p. 373
Main Authors: Pereira, FN, Bortoli, AL De
Format: Journal Article
Language:English
Published: Kidlington Elsevier BV 01-11-2018
Subjects:
Artificial neural networks
Chemical kinetics
Combustion
Diffusion
Ethanol
Jet engines
Kinetics
Neural networks
Organic chemistry
Reaction kinetics
Turbulence
Turbulent jets
Online Access:Get full text
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Summary:The processes of conversion of energy by combustion tend to increasingly consider the economic and environmental constraints, making it necessary to understand the interaction between combustion and turbulence. This work aims to develop a new mechanism for a jet diffusion flame of ethanol considering NOx formation. As a result, a reduced mechanism of 43 steps was achieved for combustion of ethanol by applying an Artificial Neural Network (ANN) for chemical kinetics. The results obtained agree satisfactorily with data found in the literature.
ISSN:0016-2361
1873-7153