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 …

Plasma assisted combustion: Dynamics and chemistry

Y Ju, W Sun - Progress in Energy and Combustion Science, 2015 - Elsevier
Plasma assisted combustion is a promising technology to improve engine performance,
increase lean burn flame stability, reduce emissions, and enhance low temperature fuel …

A compact skeletal mechanism for n-dodecane with optimized semi-global low-temperature chemistry for diesel engine simulations

T Yao, Y Pei, BJ Zhong, S Som, T Lu, KH Luo - Fuel, 2017 - Elsevier
A skeletal mechanism with 54 species and 269 reactions was developed to predict pyrolysis
and oxidation of n-dodecane as a diesel fuel surrogate involving both high-temperature …

Recent progress in the development of diesel surrogate fuels

WJ Pitz, CJ Mueller - Progress in Energy and Combustion Science, 2011 - Elsevier
There has been much recent progress in the area of surrogate fuels for diesel. In the last few
years, experiments and modeling have been performed on higher molecular weight …

Dynamics of cool flames

Y Ju, CB Reuter, OR Yehia, TI Farouk… - Progress in Energy and …, 2019 - Elsevier
Cool flames play a critical role in ignition timing, burning rate, burning limits, engine
knocking, and emissions in conventional and advanced combustion engines. This paper …

A jet fuel surrogate formulated by real fuel properties

S Dooley, SH Won, M Chaos, J Heyne, Y Ju… - Combustion and …, 2010 - Elsevier
An implicit methodology based on chemical group theory to formulate a jet aviation fuel
surrogate by the measurements of several combustion related fuel properties is tested. The …

Understanding cool flames and warm flames

Y Ju - Proceedings of the Combustion Institute, 2021 - Elsevier
Low-temperature flames such as cool flames, warm flames, double flames, and auto-ignition
assisted flames play a critical role in the performance of advanced engines and fuel design …

Enhancement on a skeletal kinetic model for primary reference fuel oxidation by using a semidecoupling methodology

YD Liu, M Jia, MZ Xie, B Pang - Energy & Fuels, 2012 - ACS Publications
A semidecoupling methodology for developing skeletal chemical kinetic models is
presented and applied to construct an enhanced skeletal model for PRF (primary reference …

Skeletal mechanism reduction through species-targeted sensitivity analysis

A Stagni, A Frassoldati, A Cuoci, T Faravelli… - Combustion and …, 2016 - Elsevier
The use of simplifying techniques to obtain skeletal kinetic mechanisms with the required
accuracy is often a necessary step when computationally demanding simulations are …

Autonomous kinetic modeling of biomass pyrolysis using chemical reaction neural networks

W Ji, F Richter, MJ Gollner, S Deng - Combustion and Flame, 2022 - Elsevier
Modeling the burning processes of biomass such as wood, grass, and crops is crucial for the
modeling and prediction of wildland and urban fire behavior. Despite its importance, the …