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] Flameless combustion and its potential towards gas turbines

AAV Perpignan, AG Rao, DJEM Roekaerts - Progress in Energy and …, 2018 - Elsevier
Since its discovery, the Flameless Combustion (FC) regime has been seen as a promising
alternative combustion technique to reduce pollutant emissions of gas turbine engines. This …

Premixed flames subjected to extreme turbulence: Some questions and recent answers

JF Driscoll, JH Chen, AW Skiba, CD Carter… - Progress in Energy and …, 2020 - Elsevier
It has been predicted that several changes will occur when premixed flames are subjected to
the extreme levels of turbulence that can be found in practical combustors. This paper is a …

[HTML][HTML] Prediction of combustion instability limit cycle oscillations by combining flame describing function simulations with a thermoacoustic network model

X Han, J Li, AS Morgans - Combustion and Flame, 2015 - Elsevier
Accurate prediction of limit cycle oscillations resulting from combustion instability has been a
long-standing challenge. The present work uses a coupled approach to predict the limit …

Structure and dynamics of highly turbulent premixed combustion

AM Steinberg, PE Hamlington, X Zhao - Progress in Energy and …, 2021 - Elsevier
Turbulent premixed combustion involves simultaneous and mutually interacting fluid,
chemical, and transport phenomena spanning a wide range of spatial and temporal scales …

Challenges for turbulent combustion

AR Masri - Proceedings of the Combustion Institute, 2021 - Elsevier
Turbulent combustion will remain central to the next generation of combustion devices that
are likely to employ blends of renewable and fossil fuels, transitioning eventually to …

Mobility size and mass of nascent soot particles in a benchmark premixed ethylene flame

J Camacho, C Liu, C Gu, H Lin, Z Huang, Q Tang… - Combustion and …, 2015 - Elsevier
The burner stabilized stagnation flame technique coupled with micro-orifice probe sampling
and mobility sizing has evolved into a useful tool for examining the evolution of the particle …

Identification of premixed flame propagation modes using chemical explosive mode analysis

C Xu, JW Park, CS Yoo, JH Chen, T Lu - Proceedings of the combustion …, 2019 - Elsevier
A criterion based on chemical explosive mode analysis (CEMA) is proposed to identify
different local combustion modes, such as auto-ignition, diffusion-assisted ignition, and local …

Direct numerical simulations of the ignition of lean primary reference fuel/air mixtures with temperature inhomogeneities

MB Luong, Z Luo, T Lu, SH Chung, CS Yoo - Combustion and Flame, 2013 - Elsevier
The effects of fuel composition, thermal stratification, and turbulence on the ignition of lean
homogeneous primary reference fuel (PRF)/air mixtures under the conditions of constant …

Computational diagnostics for n-heptane flames with chemical explosive mode analysis

R Shan, CS Yoo, JH Chen, T Lu - Combustion and Flame, 2012 - Elsevier
Computational flame diagnostics (CFLDs) are systematic tools to extract important
information from simulated flames, particularly when detailed chemical kinetic mechanisms …