Combustion machine learning: Principles, progress and prospects

M Ihme, WT Chung, AA Mishra - Progress in Energy and Combustion …, 2022 - Elsevier
Progress in combustion science and engineering has led to the generation of large amounts
of data from large-scale simulations, high-resolution experiments, and sensors. This corpus …

Soot inception: Carbonaceous nanoparticle formation in flames

JW Martin, M Salamanca, M Kraft - Progress in Energy and Combustion …, 2022 - Elsevier
The route by which gas-phase molecules in hydrocarbon flames form condensed-phase
carbonaceous nanoparticles (incipient soot) is reviewed. These products of incomplete …

Measurement and modelling of the laminar burning velocity of methane-ammonia-air flames at high pressures using a reduced reaction mechanism

EC Okafor, Y Naito, S Colson, A Ichikawa, T Kudo… - Combustion and …, 2019 - Elsevier
Ammonia and blends of ammonia with methane are gaining increased interest as fuels for
gas turbine applications and hence optimized reduced reaction mechanisms for the fuels …

Develo** detailed chemical kinetic mechanisms for fuel combustion

HJ Curran - Proceedings of the Combustion Institute, 2019 - Elsevier
This paper discusses a brief history of chemical kinetic modeling, with some emphasis on
the development of chemical kinetic mechanisms describing fuel oxidation. At high …

Reduced kinetic schemes of complex reaction systems: fossil and biomass‐derived transportation fuels

E Ranzi, A Frassoldati, A Stagni… - … Journal of Chemical …, 2014 - Wiley Online Library
The kinetic modeling of the pyrolysis and combustion of liquid transportation fuels is a very
complex task for two different reasons: the challenging characterization of the complex …

OpenSMOKE++: An object-oriented framework for the numerical modeling of reactive systems with detailed kinetic mechanisms

A Cuoci, A Frassoldati, T Faravelli, E Ranzi - Computer Physics …, 2015 - Elsevier
OpenSMOKE++ is a general framework for numerical simulations of reacting systems with
detailed kinetic mechanisms, including thousands of chemical species and reactions. The …

A new detailed kinetic model for surrogate fuels: C3MechV3. 3

S Dong, SW Wagnon, LP Maffei, G Kukkadapu… - Applications in Energy …, 2022 - Elsevier
There is an increasing demand for kinetic models of surrogate components to predict the
combustion and emissions of real fuels. In this paper, a new surrogate fuel mechanism …