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 …
State-of-the-art modeling of two-stage auto-ignition: Turbulence, evaporation and chemistry effects
Y Zhang, Q Peng, C Wang, Y Huang, P Zhou… - Energy Conversion and …, 2023 - Elsevier
Internal combustion engines are the dominant power sources in transport, accounting for
significant amounts of fuel consumption and pollutant emissions. Low-temperature …
significant amounts of fuel consumption and pollutant emissions. Low-temperature …
Analysis of droplet evaporation in isotropic turbulence through droplet-resolved DNS
Direct numerical simulations (DNS) of the evaporation of interface-resolved n-heptane fuel
droplets in forced homogeneous isotropic turbulence (HIT) are performed at 10 bar and 348 …
droplets in forced homogeneous isotropic turbulence (HIT) are performed at 10 bar and 348 …
Interaction of preferential evaporation and low-temperature chemistry in multicomponent counterflow spray flames
With transportation fuels being comprised of many compounds with different
physicochemical properties, it is important to consider their impact on the combustion …
physicochemical properties, it is important to consider their impact on the combustion …
Numerical study of multicomponent spray flame propagation
A computational study of one dimensional multicomponent laminar Jet-A/air spray flames is
presented. The objective is to understand the effect of various spray parameters (diameter …
presented. The objective is to understand the effect of various spray parameters (diameter …
The interaction between evaporation and chemistry on two-stage auto-ignition of an n-heptane droplet
This paper investigates the interaction between droplet evaporation and chemical reactions
on two-stage auto-ignition. A two-phase model is established by embedding evaporation …
on two-stage auto-ignition. A two-phase model is established by embedding evaporation …
Turbulence, evaporation and combustion interactions in n-heptane droplets under high pressure conditions using DNS
The evaporation and combustion of n-heptane droplets under high pressure (20 atm)
conditions were investigated using three-dimensional direct numerical simulations (DNS) in …
conditions were investigated using three-dimensional direct numerical simulations (DNS) in …
Effect of micro-explosion and puffing on combustion interactions of multi-component fuel droplet array during flame spread
J Wang, F Yang, J Li, S Shi, Y Zhu - Applied Thermal Engineering, 2025 - Elsevier
Micro-explosion is a potential scheme to increase the combustion rate of engine spray and
reduce emissions. The present study investigates the effects of micro-explosion and puffing …
reduce emissions. The present study investigates the effects of micro-explosion and puffing …
Analysis of low-temperature chemistry in a turbulent swirling spray flame near lean blow-out
An n-dodecane swirling spray flame from the Cambridge flame series is simulated using
large-eddy simulation (LES) at conditions near the lean blow-out (LBO) limit. The focus of …
large-eddy simulation (LES) at conditions near the lean blow-out (LBO) limit. The focus of …
Impact of multi-component description of hydrophilic fuel droplets in propagating spray flames
The need for an accurate description of the fuel composition is emerging in recently
published studies on the interaction of droplets and flames. In this context, hydrophilic fuels …
published studies on the interaction of droplets and flames. In this context, hydrophilic fuels …