Combustion machine learning: Principles, progress and prospects

M Ihme, WT Chung, AA Mishra - Progress in Energy and Combustion …, 2022 - Elsevier
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 …

A comprehensive review of measurements and data analysis of laminar burning velocities for various fuel+ air mixtures

AA Konnov, A Mohammad, VR Kishore, NI Kim… - Progress in Energy and …, 2018 - Elsevier
Accurate measurement and prediction of laminar burning velocity is important for
characterization of premixed combustion properties of a fuel, development and validation of …

An experimental and chemical kinetic modeling study of 1, 3-butadiene combustion: Ignition delay time and laminar flame speed measurements

CW Zhou, Y Li, U Burke, C Banyon, KP Somers… - Combustion and …, 2018 - Elsevier
Abstract Ignition delay times for 1, 3-butadiene oxidation were measured in five different
shock tubes and in a rapid compression machine (RCM) at thermodynamic conditions …

Experimental and numerical study of the laminar burning velocity of CH4–NH3–air premixed flames

EC Okafor, Y Naito, S Colson, A Ichikawa, T Kudo… - Combustion and …, 2018 - Elsevier
With the renewed interest in ammonia as a carbon-neutral fuel, mixtures of ammonia and
methane are also being considered as fuel. In order to develop gas turbine combustors for …

Developing detailed chemical kinetic mechanisms for fuel combustion

HJ Curran - Proceedings of the Combustion Institute, 2019 - Elsevier
This paper discusses a brief history of chemical kinetic modeling, with some emphasis on
the development of chemical kinetic mechanisms describing fuel oxidation. At high …

A Hierarchical and Comparative Kinetic Modeling Study of C1 − C2 Hydrocarbon and Oxygenated Fuels

WK Metcalfe, SM Burke, SS Ahmed… - International Journal of …, 2013 - Wiley Online Library
ABSTRACT A detailed chemical kinetic mechanism has been developed to describe the
oxidation of small hydrocarbon and oxygenated hydrocarbon species. The reactivity of these …

Influence of hydrogen and methane addition in laminar ammonia premixed flame on burning velocity, Lewis number and Markstein length

S Zitouni, P Brequigny, C Mounaїm-Rousselle - Combustion and Flame, 2023 - Elsevier
The use of Ammonia (NH 3) and blends with either Methane (CH 4) or Hydrogen (H 2)
obtained by in-situ NH 3 cracking, seem to be promising solutions to partially or fully …

An experimental and detailed chemical kinetic modeling study of hydrogen and syngas mixture oxidation at elevated pressures

A Kéromnès, WK Metcalfe, KA Heufer, N Donohoe… - Combustion and …, 2013 - Elsevier
The oxidation of syngas mixtures was investigated experimentally and simulated with an
updated chemical kinetic model. Ignition delay times for H2/CO/O2/N2/Ar mixtures have …

Hierarchical and comparative kinetic modeling of laminar flame speeds of hydrocarbon and oxygenated fuels

E Ranzi, A Frassoldati, R Grana, A Cuoci… - Progress in Energy and …, 2012 - Elsevier
The primary objective of the present endeavor is to collect, consolidate, and review the vast
amount of experimental data on the laminar flame speeds of hydrocarbon and oxygenated …

Exploration on laminar flame propagation of ammonia and syngas mixtures up to 10 atm

B Mei, S Ma, Y Zhang, X Zhang, W Li, Y Li - Combustion and Flame, 2020 - Elsevier
Reactivity enhancement is crucial for the potential applications of ammonia (NH 3) as a gas
turbine fuel. Doping more reactive fuels like H 2, methane and syngas is a widely adopted …