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] State-of-the-art in premixed combustion modeling using flamelet generated manifolds

JA Van Oijen, A Donini, RJM Bastiaans… - Progress in Energy and …, 2016 - Elsevier
Flamelet based chemical reduction techniques are very promising methods for efficient and
accurate modeling of premixed flames. Over the years the Flamelet Generated Manifold …

Turbulent premixed combustion: Flamelet structure and its effect on turbulent burning velocities

JF Driscoll - Progress in Energy and Combustion Science, 2008 - Elsevier
This review paper addresses the following question: what is the structure of flamelets within
premixed turbulent combustion and how does this structure affect the turbulent burning …

From large-eddy simulation to direct numerical simulation of a lean premixed swirl flame: Filtered laminar flame-pdf modeling

V Moureau, P Domingo, L Vervisch - Combustion and Flame, 2011 - Elsevier
Large-Eddy Simulations (LES) and Direct Numerical Simulation (DNS) are applied to the
analysis of a swirl burner operated with a lean methane–air mixture and experimentally …

Large-eddy simulation of a lifted methane jet flame in a vitiated coflow

P Domingo, L Vervisch, D Veynante - Combustion and Flame, 2008 - Elsevier
The impact of burned gases on flame stabilization is analyzed under the conditions of a
laboratory jet flame in vitiated coflow. In this experiment, mass flow rate, temperature, and …

Turbulent flame–wall interaction: a direct numerical simulation study

A Gruber, R Sankaran, ER Hawkes… - Journal of Fluid …, 2010 - cambridge.org
A turbulent flame–wall interaction (FWI) configuration is studied using three-dimensional
direct numerical simulation (DNS) and detailed chemical kinetics. The simulations are used …

Partial premixing and stratification in turbulent flames

AR Masri - Proceedings of the Combustion institute, 2015 - Elsevier
This paper reviews recent advances in understanding the structure of turbulent partially
premixed and stratified flames. The term “partially premixed” refers here to compositionally …

Effects of premixed flames on turbulence and turbulent scalar transport

AN Lipatnikov, J Chomiak - Progress in Energy and Combustion Science, 2010 - Elsevier
Experimental data and results of direct numerical simulations are reviewed in order to show
that premixed combustion can change the basic characteristics of a fluctuating velocity field …

Advances and challenges of the conditional source-term estimation model for turbulent reacting flows

MM Salehi, C Devaud, WK Bushe - Progress in Energy and Combustion …, 2024 - Elsevier
Abstract Conditional Source-term Estimation (CSE) is a turbulence–chemistry interaction
model to simulate reacting flows. This model is similar to the Conditional Moment Closure …

[HTML][HTML] Flame structure and burning velocity of ammonia/air turbulent premixed flames at high Karlovitz number conditions

Q Fan, X Liu, L Xu, AA Subash, C Brackmann… - Combustion and …, 2022 - Elsevier
This paper presents experimental studies of the structures and burning velocities of
premixed ammonia/air jet flames at high Karlovitz (Ka) number conditions. Simultaneous …