Combustion machine learning: Principles, progress and prospects
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 …
of data from large-scale simulations, high-resolution experiments, and sensors. This corpus …
The importance of accurately modelling soot and radiation coupling in laminar and laboratory-scale turbulent diffusion flames
Ultrafine and highly light absorbing soot particles have been known to be harmful to human
health and a major climate forcer. Understanding the mechanisms of soot formation and …
health and a major climate forcer. Understanding the mechanisms of soot formation and …
The impact of radiative heat transfer in combustion processes and its modeling–with a focus on turbulent flames
Radiative heat transfer (RHT) is often the dominant mode of heat transfer in flames, fires,
and combustion systems and affects significantly temperature distributions directly and …
and combustion systems and affects significantly temperature distributions directly and …
Local contributions of resolved and subgrid turbulence-radiation interaction in LES/presumed FDF modelling of large-scale methanol pool fires
F Nmira, JL Consalvi - International Journal of Heat and Mass Transfer, 2022 - Elsevier
The present study aims to quantify individual contributions to turbulence-radiation interaction
(TRI) in LES of large methanol pool fires with diameters ranging from 1m to 4m. These …
(TRI) in LES of large methanol pool fires with diameters ranging from 1m to 4m. These …
Large Eddy Simulation of medium-scale methanol pool fires-effects of pool boundary conditions
Abstract This article reports Large Eddy Simulation (LES) of 30 cm diameter methanol pool
fires in order to investigate the effects of the burner boundary conditions on the pool …
fires in order to investigate the effects of the burner boundary conditions on the pool …
Soot modeling in the numerical simulation of buoyant diffusion flames and fires-A review
S Motaghian, T Beji - Fire Safety Journal, 2024 - Elsevier
In this paper, the major soot modeling approaches used in the numerical simulation of
buoyant turbulent flames and fires are reviewed. In the context of soot modeling in fire …
buoyant turbulent flames and fires are reviewed. In the context of soot modeling in fire …
A quasi-Monte Carlo solver for thermal radiation in participating media
Abstract The Monte Carlo (MC) method is the most accurate method for resolving radiative
heat transfer in participating media. However, it is also computationally prohibitive in large …
heat transfer in participating media. However, it is also computationally prohibitive in large …
Laser induced incandescence measurement of soot in ethylene buoyant turbulent diffusion flames under normal and reduced oxygen concentrations
There is a lack of published soot measurement data in buoyant turbulent flames under
reduced oxygen conditions. In this work, the laser induced incandescence (LII) technique is …
reduced oxygen conditions. In this work, the laser induced incandescence (LII) technique is …
Black carbon aerosol number and mass concentration measurements by picosecond short-range elastic backscatter lidar
R Ceolato, AE Bedoya-Velásquez, F Fossard… - Scientific reports, 2022 - nature.com
Black carbon aerosol emissions are recognized as contributors to global warming and air
pollution. There remains, however, a lack of techniques to remotely measure black carbon …
pollution. There remains, however, a lack of techniques to remotely measure black carbon …
Thermal radiation and soot in buoyant turbulent diffusion flames under different oxygen concentrations: Measurements and implications to radiation modeling
To develop and validate numerical models for sooty fires, we have established a dataset of
the thermal radiation and soot in 15 kW buoyant turbulent ethylene flames. The flames are …
the thermal radiation and soot in 15 kW buoyant turbulent ethylene flames. The flames are …