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] The reactor-based perspective on finite-rate chemistry in turbulent reacting flows: A review from traditional to low-emission combustion

A Péquin, MJ Evans, A Chinnici, PR Medwell… - Applications in Energy …, 2023 - Elsevier
In flames, turbulence can either limit or enhance combustion efficiency by means of strain
and mixing. The interactions between turbulent motions and chemistry are crucial to the …

LES combustion modeling for high Re flames using a multi-phase analogy

V Sabelnikov, C Fureby - Combustion and Flame, 2013 - Elsevier
In this work we propose a novel model for Large Eddy Simulations (LESs) of high Reynolds
moderate Damkohler number turbulent flames. The development is motivated by the need …

[HTML][HTML] Chemical timescale analysis of the Partially Stirred Reactor model for a hydrogen-fuelled scramjet

A Piscopo, W De Paepe, A Parente, S Iavarone - Results in Engineering, 2024 - Elsevier
Scramjet engines offer a promising option for powering hypersonic vehicles, although the
unique characteristics of supersonic combustion present numerous challenges. Notably …

Extended LES-PaSR model for simulation of turbulent combustion

V Sabelnikov, C Fureby - Progress in Propulsion Physics, 2013 - eucass-proceedings.eu
In this work, a novel model for Large Eddy Simulations (LES) of high Reynolds moderate
Damköhler number turbulent flames is proposed. The development is motivated by the need …

Supervised clustering for optimal sub-model selection in reactor-based models

A Péquin, S Iavarone, R Malpica Galassi… - Flow, Turbulence and …, 2024 - Springer
Reactor-based models are well-suited Turbulence-Chemistry Interactions, Sub-Grid Scale
closures for Large Eddy Simulation (LES) due to their ability to account for finite-rate kinetics …

OH chemiluminescence of methane-hydrogen premixed flames

T Moriyama, W Kimura, H Asai… - Journal of Thermal …, 2021 - jstage.jst.go.jp
In this study, OH chemiluminescence of methane-hydrogen premixed flames formed on a
Bunsen burner was investigated. As for the chemiluminescence intensity, we obtained the …

Effects of Turbulence on Ignition of Methane–Air and n-Heptane–Air Fully Premixed Mixtures

N Saito, Y Minamoto, B Yenerdag… - Combustion Science …, 2018 - Taylor & Francis
We performed direct numerical simulations (DNS) for the two-dimensional (2D) turbulent
ignition of ultra-lean methane–air and n-heptane–air mixtures with a high exhaust gas …

Turbulence-chemistry interaction models for numerical simulation of aeronautical propulsion systems

N Petrova - 2015 - pastel.hal.science
Modeling the turbulence-chemistry interaction is a key point in the numerical simulation of
the combustion in the air-breathing engines. The present work is devoted to adaptation and …

Correlation of OH fluorescence and OH chemiluminescence with burning velocity of methane-hydrogen premixed flames

K Yamamoto, K Sakaguchi, W Kimura… - Journal of Thermal …, 2022 - jstage.jst.go.jp
Recently, hydrogen is paid the most attention all over the world, because the CO2 emission
can be reduced by an increase of its usage. In our previous study, hydrogen has been …