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 …

Laser-induced incandescence for non-soot nanoparticles: recent trends and current challenges

TA Sipkens, J Menser, T Dreier, C Schulz… - Applied Physics B, 2022 - Springer
Laser-induced incandescence (LII) is a widely used combustion diagnostic for in situ
measurements of soot primary particle sizes and volume fractions in flames, exhaust gases …

[HTML][HTML] Resolved simulations of single iron particle combustion and the release of nano-particles

LC Thijs, C Van Gool, WJS Ramaekers… - Proceedings of the …, 2023 - Elsevier
We present a numerical study of the combustion of single iron particles in an O 2–N 2
atmosphere. By resolving the full boundary layer, mass and heat transfer are accurately …

LES of nanoparticle synthesis in the spraysyn burner: A comparison against experiments

J Sellmann, P Wollny, SJ Baik, S Suleiman… - Powder Technology, 2022 - Elsevier
The synthesis of iron oxide nanoparticles from iron nitrate in the SpraySyn spray flame
reactor was investigated by experiment and simulation. The focus was on the spray and …

[HTML][HTML] Soot particle size distribution reconstruction in a turbulent sooting flame with the split-based extended quadrature method of moments

F Ferraro, S Gierth, S Salenbauch, W Han, C Hasse - Physics of Fluids, 2022 - pubs.aip.org
The Method of Moments (MOM) has largely been applied to investigate sooting laminar and
turbulent flames. However, the classical MOM is not able to characterize a continuous …

[HTML][HTML] Large eddy simulation of iron oxide formation in a laboratory spray flame

F Fröde, T Grenga, S Dupont, R Kneer… - Applications in Energy …, 2023 - Elsevier
Iron oxide nanoparticles are very interesting for many applications in different industrial
sectors. A promising process to manufacture these nanoparticles is flame spray pyrolysis …

[HTML][HTML] Large eddy simulation of iron (III) oxide nanoparticle synthesis in spray flames

SJ Baik, P Wollny, M Nanjaiah, I Wlokas… - Applications in Energy …, 2023 - Elsevier
The SpraySyn burner has been developed to investigate nanoparticle synthesis from spray
flames by various diagnostic methods and simulations from research groups within the DFG …

Computational fluid dynamics modeling and analysis of silica nanoparticle synthesis in a flame spray pyrolysis reactor

D Dasgupta, P Pal, R Torelli, S Som, N Paulson… - Combustion and …, 2022 - Elsevier
Abstract Flame Spray Pyrolysis (FSP) is a method for large-scale production of nanoparticles
and nanoscale powders employed in a wide range of industrial applications. Particle size …

[HTML][HTML] Combustion behavior of single iron particles, Part II: A theoretical analysis based on a zero-dimensional model

A Fujinawa, LC Thijs, J Jean-Philyppe, A Panahi… - Applications in Energy …, 2023 - Elsevier
Following the ignition and solid-to-liquid phase transition of a fine (on the order of 10–100
µm in diameter) iron particle, the self-sustained combustion of a liquid-phase droplet of iron …

Large-eddy simulation of unstable non-reactive flow in a swirler combustor

N Meng, F Li - Physics of Fluids, 2022 - pubs.aip.org
A comprehensive study on the influence of the unsteady non-reactive flow characteristics of
turbulent flow in a three-stage swirl combustion chamber using power spectral density …