[HTML][HTML] Improving aircraft performance using machine learning: A review

S Le Clainche, E Ferrer, S Gibson, E Cross… - Aerospace Science and …, 2023 - Elsevier
This review covers the new developments in machine learning (ML) that are impacting the
multi-disciplinary area of aerospace engineering, including fundamental fluid dynamics …

Large-eddy simulations of self-excited thermoacoustic instability in a premixed swirling combustor with an outlet nozzle

Y Sun, D Zhao, C Ji, T Zhu, Z Rao, B Wang - Physics of Fluids, 2022 - pubs.aip.org
Reducing the footprint of greenhouse gases and nitrogen oxides (NOx) emissions from
combustion systems means that they have been operating under lean or ultra-lean fuel–air …

[HTML][HTML] Turbulent combustion modeling for internal combustion engine CFD: A review

S Posch, C Gößnitzer, M Lang, R Novella… - Progress in Energy and …, 2025 - Elsevier
The modeling of combustion or, to be exact, turbulent combustion using numerical
simulation has become state-of-the-art in the process of developing internal combustion …

Optimal design and power management control of hybrid biofuel–electric powertrain

JJ Eckert, FL Silva, SF da Silva, AV Bueno… - Applied Energy, 2022 - Elsevier
This paper presents a multi-objective optimization procedure for a hybrid biofuel–electric
vehicle (HBEV) powertrain design and fuzzy logic control. The vehicle concept is based on …

Model identification in reactor-based combustion closures using sparse symbolic regression

RSM Freitas, A Péquin, RM Galassi, A Attili… - Combustion and …, 2023 - Elsevier
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 …

The partially stirred reactor model for combustion closure in large eddy simulations: Physical principles, sub-models for the cell reacting fraction, and open challenges

A Péquin, S Iavarone, R Malpica Galassi, A Parente - Physics of Fluids, 2022 - pubs.aip.org
For their ability to account for finite-rate chemistry, reactor-based models are well suited
Turbulence–Chemistry Interactions (TCI) Sub-Grid Scale (SGS) closures for Large Eddy …

Self-updating digital twin of a hydrogen-powered furnace using data assimilation

L Donato, C Galletti, A Parente - Applied Thermal Engineering, 2024 - Elsevier
Data assimilation, ie, upgrading a numerical model by using experimental observations, is
applied to adapt the performances of a simulation-based digital twin (DT) of a semi-industrial …

NO emission characteristics for the HTC and MILD combustion regimes with N2, N2/CO2 and CO2 diluents: effect of H2 addition to CH4

EE Fordoei, FA Boyaghchi - International Journal of Hydrogen Energy, 2023 - Elsevier
In this paper, the effect of H 2 addition to CH 4 on the NO emission of oxy-fuel, oxygen-
enriched, and air-fuel MILD combustion is studied by numerical and chemical calculations …

[HTML][HTML] The reactor-based perspective on finite-rate chemistry in turbulent reacting flows: A review from traditional to low-emission combustion

A Péquin, MJ Evans, A Chinnici, PR Medwell… - Applications in Energy …, 2023 - Elsevier
In flames, turbulence can either limit or enhance combustion efficiency by means of strain
and mixing. The interactions between turbulent motions and chemistry are crucial to the …

Numerical and analytical assessment of finite rate chemistry models for LES of turbulent premixed flames

H Liu, Z Yin, W Xie, B Zhang, J Le, H Liu - Flow, Turbulence and …, 2022 - Springer
Different combustion models for large eddy simulation, including the quasi-laminar (QL),
Eddy dissipation concept (EDC), and partially stirred reactor (PaSR) models, are assessed …