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 …

[HTML][HTML] A reactive molecular dynamics study of the effects of an electric field on n-dodecane combustion

EM Kritikos, A Lele, ACT van Duin, A Giusti - Combustion and Flame, 2022 - Elsevier
Abstract A reactive Molecular Dynamics (MD) study of n-dodecane combustion at high
temperatures under externally applied electrostatic fields is performed to investigate their …

Electric fields in a counterflow nonpremixed flame: measurement and simulation

J Park, J Son, TD Butterworth, MS Cha - Scientific Reports, 2023 - nature.com
In electric field modified flames, the electric body force on fluid elements can play a role in
modifying the flow field, affecting flame characteristics by this modified flow motion …

Three-dimensional simulation of ionic wind in a laminar premixed Bunsen flame subjected to a transverse DC electric field

M Belhi, BJ Lee, MS Cha, HG Im - Combustion and Flame, 2019 - Elsevier
The role of the ionic wind effects on modifying flame dynamics was demonstrated by
detailed computational models. Full three-dimensional simulations were conducted to …

Effects of the electric field on soot formation in combustion: A coupled charged particle PBE-CFD framework

A Liu, KH Luo, S Rigopoulos, W Jones - Combustion and Flame, 2022 - Elsevier
In this article, a coupled PBE-CFD framework has been proposed to study counterflow non-
premixed flames and soot formation under an external electric field. This framework …

A computational study of a laminar methane–air flame assisted by nanosecond repetitively pulsed discharges

X Shao, N Kabbaj, DA Lacoste… - Journal of Physics D …, 2024 - iopscience.iop.org
Nanosecond repetitively pulsed (NRP) discharges have been considered a promising
technique for enhancing combustion efficiency and control. For successful implementation, it …

Reduced chemical kinetic model for CH4-air non-premixed flames including excited and charged species

CF López-Cámara, C Saggese, WJ Pitz, X Shao… - Combustion and …, 2023 - Elsevier
Electric fields can impact small laminar flames by changing their shape and overall behavior
by acting on charged species produced in combustion. However, no reduced chemical …

Numerical modelling to study the effect of DC electric field on a laminar ethylene diffusion flame

A Sayed-Kassem, A Elorf, P Gillon, M Idir, B Sarh… - … Communications in Heat …, 2021 - Elsevier
An applied DC electric field was experimentally demonstrated to modify the flame structure
and gas dynamic in an ethylene diffusion flame. The aim of this paper is to investigate the …

[HTML][HTML] Atomistic insight into the effects of electrostatic fields on hydrocarbon reaction kinetics

EM Kritikos, A Lele, ACT Van Duin… - The Journal of Chemical …, 2023 - pubs.aip.org
Reactive Molecular Dynamics (MD) and Density Functional Theory (DFT) computations are
performed to provide insight into the effects of external electrostatic fields on hydrocarbon …

Reactive molecular dynamics investigation of toluene oxidation under electrostatic fields: effect of the modeling of local charge distribution

E Kritikos, A Giusti - The Journal of Physical Chemistry A, 2020 - ACS Publications
A reactive Molecular Dynamics (MD) study of toluene oxidation at high temperatures under
externally applied electrostatic fields has been performed. The impact of the modeling of …