Application of machine learning for filtered density function closure in MILD combustion
ZX Chen, S Iavarone, G Ghiasi, V Kannan… - Combustion and …, 2021 - Elsevier
A machine learning algorithm, the deep neural network (DNN) 1, is trained using a
comprehensive direct numerical simulation (DNS) dataset to predict joint filtered density …
comprehensive direct numerical simulation (DNS) dataset to predict joint filtered density …
New extended eddy dissipation concept model for flameless combustion in furnaces
N Romero-Anton, X Huang, H Bao… - Combustion and …, 2020 - Elsevier
Flameless combustion, also called MILD combustion (Moderate or Intense Low Oxygen
Dilution), is a technology that reduces NO x emissions and improves combustion efficiency …
Dilution), is a technology that reduces NO x emissions and improves combustion efficiency …
[HTML][HTML] Modelling of MILD combustion in a lab-scale furnace with an extended FGM model including turbulence–radiation interaction
X Huang, MJ Tummers, EH Van Veen… - Combustion and …, 2022 - Elsevier
The flamelet generated manifold (FGM) model is suitable for moderate or intense low
oxygen dilution (MILD) combustion provided the flamelets underlying the manifold include …
oxygen dilution (MILD) combustion provided the flamelets underlying the manifold include …
[HTML][HTML] Including detailed chemistry features in the modeling of emerging low-temperature reactive flows: A review on the application to diluted and MILD combustion …
G Sorrentino, GB Ariemma, F Ferraro… - Applications in Energy and …, 2024 - Elsevier
Developing and optimizing new reactive systems with carbon-neutral fuels like biofuels, e-
fuel, hydrogen, or ammonia is crucial for sustainable energy. This requires advanced …
fuel, hydrogen, or ammonia is crucial for sustainable energy. This requires advanced …
The role of dilution level and canonical configuration in the modeling of MILD combustion systems with internal recirculation
MILD combustion regime emerged as one of the most promising technology to ensure low
pollutant emissions and large fuel flexibility. Large-scale use of such technology requires …
pollutant emissions and large fuel flexibility. Large-scale use of such technology requires …
A novel method to improve stability of MILD combustion in a highly heat-extracted furnace
In industrial boilers, a large amount of combustion heat is typically extracted from water-
cooled metallic walls or water tubes. This feature is unfavourable for establishing a relatively …
cooled metallic walls or water tubes. This feature is unfavourable for establishing a relatively …
Effect of equivalence ratio and staging ratio on the methane MILD combustion in dual-stage combustor
M Huang, R Li, J Xu, S Cheng, H Deng, Z Rong, Y Li… - Fuel, 2022 - Elsevier
The effect of equivalence ratio and staging ratio on the CH 4 MILD (Moderate or Intense Low-
oxygen Dilution) combustion was examined in an axially staged MILD combustor. The …
oxygen Dilution) combustion was examined in an axially staged MILD combustor. The …
Physical insights on MILD combustion from DNS
N Swaminathan - Frontiers in Mechanical Engineering, 2019 - frontiersin.org
MILD combustion is gaining interest in recent times because it is attractive for green
combustion technology. However, its fundamental aspects are not well-understood. Recent …
combustion technology. However, its fundamental aspects are not well-understood. Recent …
Modelling heat loss effects in the large eddy simulation of a lean swirl-stabilised flame
The flame in a gas turbine model combustor close to blow-off is studied using large eddy
simulation with the objective of investigating the sensitivity of including different heat loss …
simulation with the objective of investigating the sensitivity of including different heat loss …
Thermo-chemical manifold reduction for tabulated chemistry modeling. Temperature and dilution constraints for smooth combustion reactors
G Sorrentino, G Ceriello, A Cavaliere… - Proceedings of the …, 2021 - Elsevier
New scenarios for energy systems pointed out the importance of designing innovative
combustion systems. In this context, high levels of internal dilution and preheating show …
combustion systems. In this context, high levels of internal dilution and preheating show …