[HTML][HTML] Large eddy simulation of spray combustion using flamelet generated manifolds combined with artificial neural networks

Y Zhang, S Xu, S Zhong, XS Bai, H Wang, M Yao - Energy and AI, 2020 - Elsevier
In the present work, artificial neural networks (ANN) technique combined with flamelet
generated manifolds (FGM) is proposed to mitigate the memory issue of FGM models. A set …

[HTML][HTML] HPC-enabling technologies for high-fidelity combustion simulations

D Mira, EJ Pérez-Sánchez, R Borrell… - Proceedings of the …, 2023 - Elsevier
With the increase in computational power in the last decade and the forthcoming Exascale
supercomputers, a new horizon in computational modelling and simulation is envisioned in …

LES of a turbulent lifted methanol spray flame using a novel spray flamelet/progress variable model

Y Wang, C Shao, K Luo, R Cai, T Jin, J Fan - Energy, 2023 - Elsevier
Turbulent spray flames are complex combustion configurations and are difficult to be
accurately simulated. In this paper, we focus on further development and validation of the …

A priori and a posteriori studies of a novel spray flamelet tabulation methodology considering evaporation effects

Y Wang, R Cai, C Shao, K Luo, J Fan - Fuel, 2023 - Elsevier
Turbulent spray flames are complicated combustion configurations involving many coupled
processes including atomization, evaporation, mixing, chemical reactions, etc. Different …

Ignition under strained conditions: unsteady flamelet progress variable modeling for diesel engine conditions in the transient counterflow configuration

Z Sun, S Gierth, M Pollack, C Hasse… - Combustion and Flame, 2022 - Elsevier
The ignition of non-premixed n-dodecane-air flames is studied in a highly transient
counterflow configuration under diesel engine operating conditions. The one-dimensional …

[HTML][HTML] Large Eddy Simulation of cavitation effects on reacting spray flames using FGM and a new dispersion model with multiple realizations

H Bao, N Maes, HY Akargun, B Somers - Combustion and Flame, 2022 - Elsevier
In the present study Large Eddy Simulations (LES) are performed to investigate the ignition
behavior of cavitating and non-cavitating n-dodecane flames. Inspired by the work of Tsang …

Spray flamelet modeling of turbulent two-phase reacting flows with multi-component fuel in a lean direct injection combustor

R Yi, CP Chen - Combustion Science and Technology, 2025 - Taylor & Francis
Towards the numerical evaluation of the performance in aero-engine combustors,
implementing detailed reaction kinetics into the large eddy simulation (LES) cost-effectively …

A flamelet-based Eulerian transported PDF method for the modeling and simulation of supersonic combustion

S Zhong, S Xu, W Weng, W Cai, L Chen - Combustion and Flame, 2025 - Elsevier
This paper presents a high-efficiency and high-fidelity approach to model supersonic
combustion using the extended flamelet-generated manifold (FGM) and the Eulerian …

Modeling Spray C and Spray D with FGM within the framework of RANS and LES

A Di Matteo, H Bao, B Somers - Frontiers in Mechanical Engineering, 2022 - frontiersin.org
In this study, two different diesel-like igniting sprays are investigated: Engine Combustion
Network (ECN) Spray C and D. In particular, this study focuses on the respective …

Simulations of turbulent acetone spray flames using the conditional source term estimation (CSE) approach

A Hussien, CB Devaud - Combustion Theory and Modelling, 2021 - Taylor & Francis
Turbulent dilute acetone spray flames are simulated in an Eulerian–Lagrangian framework
using Conditional Source-term Estimation (CSE) for closure of the mean reaction rate. The …