Combustion kinetics of alternative jet fuels, Part-II: Reaction model for fuel surrogate

T Kathrotia, P Oßwald, C Naumann, S Richter… - Fuel, 2021 - Elsevier
Conventional transportation fuels used in aviation (jet fuel) or in ground transportation
(gasoline, diesel) contain multitude of hydrocarbon components and are difficult to be …

On-the-fly artificial neural network for chemical kinetics in direct numerical simulations of premixed combustion

C Chi, G Janiga, D Thévenin - Combustion and Flame, 2021 - Elsevier
In this study, an on-the-fly artificial neural network (ANN) framework has been developed for
the tabulation of chemical reaction terms in direct numerical simulations (DNS) of premixed …

[PDF][PDF] Statistics-based data preprocessing methods and machine learning algorithms for big data analysis

A Rahman - International Journal of Artificial Intelligence, 2019 - aut.upt.ro
Big data analytics is a very fast growing research domain which embedded the combination
of computational (ie computer-intensive) and inferential (ie statisticsoriented) thinking …

Future fuels—Analyses of the future prospects of renewable synthetic fuels

T Pregger, G Schiller, F Cebulla, RU Dietrich, S Maier… - Energies, 2019 - mdpi.com
The Future Fuels project combines research in several institutes of the German Aerospace
Center (DLR) on the production and use of synthetic fuels for space, energy, transportation …

Development of a compact and robust kinetic mechanism for furan group biofuels combustion in internal combustion engines

S Wu, KL Tay, J Li, W Yang, S Yang - Fuel, 2021 - Elsevier
A compact kinetic reaction mechanism for simulating the oxidation of the unsaturated furanic
fuels including furan, 2-methylfuran (MF2) and 2, 5-dimethylfuran (DMF) is proposed in this …

Nitrous oxide fuels blends: research on premixed monopropellants at the german aerospace center (DLR) since 2014

LK Werling, T Hörger, K Manassis… - AIAA Propulsion and …, 2020 - arc.aiaa.org
In 2014 DLR started research activities focused on premixed monopropellants consisting of
nitrous oxide and hydrocarbons. Those propellants offer promising characteristics as they …

Efficient numerical methods for the optimisation of large kinetic reaction mechanisms

SK Goitom, M Papp, M Kovács, T Nagy… - … Theory and Modelling, 2022 - Taylor & Francis
Optimisation of detailed combustion mechanisms means that the corresponding kinetic
model is fitted to experimental data via optimising their important rate and thermodynamic …

Laminar burning velocities of C2H4/N2O flames: Experimental study and its chemical kinetics mechanism

W Wang, H Zhang - Combustion and Flame, 2019 - Elsevier
Nitrous oxide fuel blend propellants have great potential to be used in rocket engine, and
investigations on the fundamental combustion characteristics of such propellants are …

An optimised chemical kinetic model for the combustion of fuel mixtures of syngas and natural gas

T Methling, M Braun-Unkhoff, U Riedel - Fuel, 2020 - Elsevier
A chemical kinetic model for the combustion of fuel mixtures–mainly of hydrogen, carbon
monoxide and methane–was derived from a comprehensive optimisation based on …

The impact of NO x addition on the ignition behaviour of n-pentane

ME Fuller, P Morsch, M Preußker… - Reaction Chemistry & …, 2021 - pubs.rsc.org
Modern engine concepts present several opportunities for nitrogen combustion chemistry,
particularly the interaction of NOx (NO+ NO2) with fuel fragments and products of partial …