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 …
Recent developments in DNS of turbulent combustion
P Domingo, L Vervisch - Proceedings of the Combustion Institute, 2023 - Elsevier
The simulation of turbulent flames fully resolving the smallest flow scales and the thinnest
reaction zones goes along with specific requirements, which are discussed from …
reaction zones goes along with specific requirements, which are discussed from …
MILD combustion and biofuels: A minireview
Even in the presence of the formidable growth of renewable energy sources, advanced
combustion processes have and will continue to have an irreplaceable role as a driving …
combustion processes have and will continue to have an irreplaceable role as a driving …
Review of novel combustion techniques for clean power production in gas turbines
The tremendous increase in energy demand due to increased population and rapid
economics results in an increased level of atmospheric pollutants and global warming. The …
economics results in an increased level of atmospheric pollutants and global warming. The …
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 …
Recent advances in low-gradient combustion modelling of hydrogen fuel blends
R Buczyński, I Uryga-Bugajska, M Tokarski - Fuel, 2022 - Elsevier
Low-gradient combustion (LGC) proved to be an effective alternative technology to reduce
pollutant emissions and carbon footprint, specifically when combined with hydrogen as a …
pollutant emissions and carbon footprint, specifically when combined with hydrogen as a …
Numerical analyses of MILD and conventional combustions with the Eddy Dissipation Concept (EDC)
Y Kuang, B He, C Wang, W Tong, D He - Energy, 2021 - Elsevier
Moderate or intensive low-oxygen dilution (MILD) combustion is a novel combustion
technology with high efficiency and low emissions. The turbulence-chemistry interaction is …
technology with high efficiency and low emissions. The turbulence-chemistry interaction is …
Alcohols as energy carriers in MILD combustion
Among the liquid fuels supporting the decarbonization of the energy conversion chain,
alcohols play a key role. Mainly considered for engine application, their use in stationary …
alcohols play a key role. Mainly considered for engine application, their use in stationary …
Numerical investigation on the effect of CO2 and steam for the H2 intermediate formation and NOX emission in laminar premixed methane/air flames
One-dimensional premixed freely-propagating flames for (CH 4+ CO 2/H 2 O)/air (79% N 2+
21% O 2) mixtures were modeled using ChemkinⅡ/Premix Code with the detailed …
21% O 2) mixtures were modeled using ChemkinⅡ/Premix Code with the detailed …
Frontiers in combustion techniques and burner designs for emissions control and CO2 capture: A review
The use of fossil fuel is expected to increase significantly by midcentury because of the large
rise in the world energy demand despite the effective integration of renewable energies in …
rise in the world energy demand despite the effective integration of renewable energies in …