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 …

Modeling of turbulent dilute spray combustion

P Jenny, D Roekaerts, N Beishuizen - Progress in Energy and Combustion …, 2012 - Elsevier
In a real turbulent spray flame, dispersion, continuous phase turbulence modification,
dispersed phase inter-particle collisions, evaporation, mixing and combustion occur …

Progress in probability density function methods for turbulent reacting flows

DC Haworth - Progress in Energy and combustion Science, 2010 - Elsevier
Probability density function (PDF) methods offer compelling advantages for modeling
chemically reacting turbulent flows. In particular, they provide an elegant and effective …

Ignition of turbulent non-premixed flames

E Mastorakos - Progress in energy and combustion science, 2009 - Elsevier
The initiation of turbulent non-premixed combustion of gaseous fuels through autoignition
and through spark ignition is reviewed, motivated by the increasing relevance of these …

Recent developments in DNS of turbulent combustion

P Domingo, L Vervisch - Proceedings of the Combustion Institute, 2023 - Elsevier
The simulation of turbulent flames fully resolving the smallest flow scales and the thinnest
reaction zones goes along with specific requirements, which are discussed from …

Simulation of spray–turbulence–flame interactions in a lean direct injection combustor

N Patel, S Menon - Combustion and Flame, 2008 - Elsevier
Large-eddy simulation (LES) of a liquid-fueled lean-direct injection (LDI) combustor is
carried out by resolving the entire inlet flow path through the swirl vanes and the combustor …

Direct numerical simulations and analysis of three-dimensional n-heptane spray flames in a model swirl combustor

K Luo, H Pitsch, MG Pai, O Desjardins - Proceedings of the Combustion …, 2011 - Elsevier
Three-dimensional n-heptane spray flames in a swirl combustor are investigated by means
of direct numerical simulation (DNS) to provide insight into realistic spray evaporation and …

Effects of ambient pressure, gas temperature and combustion reaction on droplet evaporation

T Kitano, J Nishio, R Kurose, S Komori - Combustion and Flame, 2014 - Elsevier
The effects of ambient pressure, initial gas temperature and combustion reaction on the
evaporation of a single fuel droplet and multiple fuel droplets are investigated by means of …

Local extinction and near-field structure in piloted turbulent CH4/air jet flames with inhomogeneous inlets

RS Barlow, S Meares, G Magnotti, H Cutcher… - Combustion and …, 2015 - Elsevier
Line-imaged measurements of temperature and major species, based on well-established
Raman/Rayleigh/CO-LIF techniques, are used to better understand the scalar structure of …

Evaporation and combustion of multicomponent fuel droplets

T Kitano, J Nishio, R Kurose, S Komori - Fuel, 2014 - Elsevier
The effects of difference in fuel components on the droplet evaporation and combustion are
numerically investigated. Jet-A is used as liquid fuel, and one (n-decane)-, two (n-decane …