Applications of machine learning to the analysis of engine in-cylinder flow and thermal process: A review and outlook

F Zhao, DLS Hung - Applied Thermal Engineering, 2023 - Elsevier
To adequately elucidate the complex in-cylinder flow structures and its underlying effects on
the thermal processes inside an internal combustion engine (ICE) has long been a daunting …

A consensus novelty detection ensemble approach for formulating renewable gasoline-ethanol blends

TMM Abdellatief, MA Ershov, VM Kapustin… - International Journal of …, 2024 - Elsevier
Vehicle gasoline engines are fueled by ethanol as a low-cost environmentally renewable
fuel in several areas. Ethanol possesses high antidetonation properties, which is further …

Kinetic modeling of butanol combustion: A comprehensive review covering high-and low-temperature reactions, composite combustion, and engine simulation

Y Hua, D Gao, J Liao, C Tao - Fuel, 2025 - Elsevier
Butanol is a highly promising alternative fuel in the context of carbon neutrality. Attaining a
thorough understanding of its chemical transformation mechanisms is pivotal for optimizing …

Replicating HCCI-like autoignition behavior: What gasoline surrogate fidelity is needed?

S Cheng, SS Goldsborough, SW Wagnon… - Applications in Energy …, 2022 - Elsevier
This work seeks to characterize the fidelity needed in a gasoline surrogate with the intent to
replicate the complex autoignition behavior exhibited within advanced combustion engines …

Constant volume combustion chamber (CVCC) investigations of aerospace F-24 and Jet-A in low-temperature heat release and negative temperature coefficient …

V Soloiu, A Weaver, L Parker, A Brant, R Smith III… - Energy Conversion and …, 2022 - Elsevier
A study was conducted to determine the characteristics of Low Temperature Heat Release,
Derived Cetane Number, and the Vibrations, produced by the combustion of aerospace F24 …

Synergic effect of hydrogen and n-butanol on combustion and emission characteristics of a hydrogen direct injection SI engine fueled with n-butanol/gasoline

Z Shang, X Yu, L Ren, Z Li, H Wang, Y Li… - International Journal of …, 2024 - Elsevier
Hydrogen, an ideal carbon-free energy carrier with favorable combustion properties, has
drawn worldwide attention as a high-expectation way to enhance fossil fuels' combustion …

[HTML][HTML] Investigating the relationship between butanol molecular structure and combustion performance in an optical SIDI engine

W Zhang, M Cui, B Yao, M Nour, X Li, M Xu - Energy Conversion and …, 2023 - Elsevier
Butanol has a high potential as a renewable substitution for gasoline in spark-ignition direct-
injection (SIDI) engines. Different butanol isomers showed various flame characteristics that …

Artificial intelligence for novel fuel design

SM Sarathy, BA Eraqi - Proceedings of the Combustion Institute, 2024 - Elsevier
Co-optimization of fuels and engines can help decarbonize the transportation sector.
Traditional methods for fuel-engine co-optimization rely on experimental or theoretical …

Analysis of soot formation and oxidation processes in the diesel engine fueled by n-octanol/biodiesel blends based on a detailed soot population balance model

J Li, S Gong, Y Liang, S Wu, R Liu, W Yang - Fuel, 2024 - Elsevier
To gain in-depth knowledge of the effect of OCT (n-octanol) addition to biodiesel on the
characteristics of soot formation and oxidation processes, a modeling study of the …

Experimental Study of High-Pressure Reacting and Non-reacting Sprays for Various Gasoline Blends

A Ullal, B Lehnert, S Zhu, S Révidat, M Shirley… - … International Journal of …, 2023 - sae.org
Research into efficient internal combustion (IC) engines need to continue as the majority of
vehicles will still be powered by IC or hybrid powertrains in the foreseeable future. Recently …