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 …

Dynamics of cool flames

Y Ju, CB Reuter, OR Yehia, TI Farouk… - Progress in Energy and …, 2019 - Elsevier
Cool flames play a critical role in ignition timing, burning rate, burning limits, engine
knocking, and emissions in conventional and advanced combustion engines. This paper …

Understanding cool flames and warm flames

Y Ju - Proceedings of the Combustion Institute, 2021 - Elsevier
Low-temperature flames such as cool flames, warm flames, double flames, and auto-ignition
assisted flames play a critical role in the performance of advanced engines and fuel design …

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 …

[HTML][HTML] Large-eddy simulation on the influence of injection pressure in reacting Spray A

H Kahila, A Wehrfritz, O Kaario, MG Masouleh… - Combustion and …, 2018 - Elsevier
Abstract The Engine Combustion Network (ECN) Spray A target case corresponds to high-
pressure liquid fuel injection in conditions relevant to diesel engines. Following the …

The structure and propagation of laminar flames under autoignitive conditions

A Krisman, ER Hawkes, JH Chen - Combustion and Flame, 2018 - Elsevier
The laminar flame speed sl is an important reference quantity for characterising and
modelling combustion. Experimental measurements of laminar flame speed require the …

Application of deep artificial neural networks to multi-dimensional flamelet libraries and spray flames

O Owoyele, P Kundu, MM Ameen… - … Journal of Engine …, 2020 - journals.sagepub.com
The “curse of dimensionality” has limited the applicability and expansion of tabulated
combustion models. While the tabulated flamelet model and other multi-dimensional …

Experimental study on combustion and emission characteristics of diesel engine with high supercharged condition

D Zhu, R Zhao, H Wu, Z Shi, X Li - Chemosphere, 2022 - Elsevier
The effect of diesel engine continuous strengthening on combustion and emission remains
to be clarified. This study tested combustion and emission processes at different intake …

Direct numerical simulation of a temporally evolving air/n-dodecane jet at low-temperature diesel-relevant conditions

G Borghesi, A Krisman, T Lu, JH Chen - Combustion and Flame, 2018 - Elsevier
We present a direct numerical simulation of a temporal jet between n-dodecane and diluted
air undergoing spontaneous ignition at conditions relevant to low-temperature diesel …

Importance of turbulence-chemistry interactions at low temperature engine conditions

P Kundu, MM Ameen, S Som - Combustion and Flame, 2017 - Elsevier
The role of turbulence-chemistry interaction in autoignition and flame stabilization is
investigated for spray flames at low temperature combustion (LTC) conditions by performing …