Multiscale modeling and general theory of non-equilibrium plasma-assisted ignition and combustion

S Yang, S Nagaraja, W Sun… - Journal of Physics D …, 2017 - iopscience.iop.org
A self-consistent framework for modeling and simulations of plasma-assisted ignition and
combustion is established. In this framework, a'frozen electric field'modeling approach is …

Modeling of the effects of non-equilibrium excitation and electrode geometry on H2/air ignition in a nanosecond plasma discharge

X Mao, H Zhong, T Zhang, A Starikovskiy, Y Ju - Combustion and Flame, 2022 - Elsevier
This work presents the results of two-dimensional modeling of the effects of non-equilibrium
excitation and electrode geometry on H 2/air ignition in a nanosecond plasma discharge. A …

Acceleration of turbulent combustion DNS via principal component transport

A Kumar, M Rieth, O Owoyele, JH Chen… - Combustion and Flame, 2023 - Elsevier
We investigate the implementation of principal component (PC) transport to accelerate the
direct numerical simulation (DNS) of turbulent combustion flows. The acceleration is …

Structures and propagation speeds of autoignition-assisted premixed n-heptane/air cool and warm flames at elevated temperatures and pressures

T Zhang, Y Ju - Combustion and Flame, 2020 - Elsevier
The laminar flame speeds and structures of near-limit autoignition-assisted cool and warm n-
heptane/air flames at different ignition Damkӧhler numbers which are the ratios between …

Combustion chemistry acceleration with DeepONets

A Kumar, T Echekki - Fuel, 2024 - Elsevier
A combustion chemistry acceleration scheme for implementation in reacting flow simulations
is developed based on deep operator nets (DeepONets). The scheme is based on a …

A data-based hybrid model for complex fuel chemistry acceleration at high temperatures

S Alqahtani, T Echekki - Combustion and Flame, 2021 - Elsevier
During their high-temperature oxidation, complex hydrocarbons and their early fragments
are short-lived and figure prominently only during the pyrolysis stage. However, they are …

Development and use of machine-learnt algebraic Reynolds stress models for enhanced prediction of wake mixing in low-pressure turbines

HD Akolekar, J Weatheritt… - Journal of …, 2019 - asmedigitalcollection.asme.org
Nonlinear turbulence closures were developed that improve the prediction accuracy of wake
mixing in low-pressure turbine (LPT) flows. First, Reynolds-averaged Navier–Stokes (RANS) …

Studies of the dynamics of autoignition assisted outwardly propagating spherical cool and double flames under shock-tube conditions

T Zhang, AJ Susa, RK Hanson, Y Ju - Proceedings of the Combustion …, 2021 - Elsevier
The initiation, propagation, and transition of the autoignition assisted spherical cool flame
and double flame are studied numerically and experimentally using n-heptane/air/He …

[PDF][PDF] Machine learning for combustion chemistry

T Echekki, A Farooq, M Ihme… - Machine learning and its …, 2023 - library.oapen.org
Abstract Machine learning provides a set of new tools for the analysis, reduction and
acceleration of combustion chemistry. The implementation of such tools is not new …

[HTML][HTML] A novel diffusion flux modeling for laminar premixed flame simulation with OpenFOAM

P Kamma, C Suvanjumrat - Results in Engineering, 2023 - Elsevier
In this study, we developed a mass diffusion coefficient model for premixed combustion to
reduce the computational time, in mixture-averaged diffusivities to serve as a microcomputer …