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 …
Modeling of fine-particle formation in turbulent flames
The generation of nanostructured particles in high-temperature flames is important both for
the control of emissions from combustion devices and for the synthesis of high-value …
the control of emissions from combustion devices and for the synthesis of high-value …
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 …
Model identification in reactor-based combustion closures using sparse symbolic regression
Abstract In Large Eddy Simulations (LES) of combustion, the accuracy of predictions might
be heavily affected by deficiencies in traditional/simplified closure models, especially when …
be heavily affected by deficiencies in traditional/simplified closure models, especially when …
Modelling of soot aerosol dynamics in turbulent flow
S Rigopoulos - Flow, Turbulence and Combustion, 2019 - Springer
Aerosol dynamics plays an important role in the modelling of soot formation in combustion
processes, as it is responsible for predicting the distribution of size and shape of soot …
processes, as it is responsible for predicting the distribution of size and shape of soot …
Experimental and numerical study of soot formation in counterflow diffusion flames of gasoline surrogate components
Soot formation is experimentally and numerically investigated in laminar counterflow
diffusion flames burning ethylene and three typical gasoline surrogate components; n …
diffusion flames burning ethylene and three typical gasoline surrogate components; n …
Large Eddy Simulation of soot evolution in turbulent reacting flows: Presumed subfilter PDF model for soot–turbulence–chemistry interactions
In turbulent reacting flows, soot evolution is strongly influenced by small-scale soot–
turbulence–chemistry interactions. Specifically, soot is formed during combustion of fuel-rich …
turbulence–chemistry interactions. Specifically, soot is formed during combustion of fuel-rich …
[HTML][HTML] Modelling of soot formation and aggregation in turbulent flows with the LES-PBE-PDF approach and a conservative sectional method
The present paper presents a comprehensive approach for modelling soot formation in
turbulent flows that incorporates a recently developed conservative finite volume sectional …
turbulent flows that incorporates a recently developed conservative finite volume sectional …
[HTML][HTML] The impact of ammonia addition on soot formation in ethylene flames
L Tian, RP Lindstedt - Combustion and Flame, 2023 - Elsevier
The present work investigates computationally the impact of blending ammonia with
ethylene on soot formation in four laminar diffusion flames and the corresponding turbulent …
ethylene on soot formation in four laminar diffusion flames and the corresponding turbulent …
Effects of non-unity Lewis number of gas-phase species in turbulent nonpremixed sooting flames
Turbulence statistics from two three-dimensional direct numerical simulations of planar n-
heptane/air turbulent jets are compared to assess the effect of the gas-phase species …
heptane/air turbulent jets are compared to assess the effect of the gas-phase species …