[HTML][HTML] Review of artificial neural networks for gasoline, diesel and homogeneous charge compression ignition engine

I Veza, A Afzal, MA Mujtaba, AT Hoang… - Alexandria Engineering …, 2022 - Elsevier
In automotive applications, artificial neural network (ANN) is now considered as a favorable
prediction tool. Since it does not need an understanding of the system or its underlying …

[HTML][HTML] Turbulent combustion modeling for internal combustion engine CFD: A review

S Posch, C Gößnitzer, M Lang, R Novella… - Progress in Energy and …, 2025 - Elsevier
The modeling of combustion or, to be exact, turbulent combustion using numerical
simulation has become state-of-the-art in the process of developing internal combustion …

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 …

An experimental and one-dimensional modeling analysis of turbulent gas ejection in pre-chamber engines

JM Garcia-Oliver, Y Niki, R Rajasegar, R Novella… - Fuel, 2021 - Elsevier
Experimental results from a study on the evolution of gas jets ejected through the orifices of
a pre-chamber in a heavy-duty optical engine are presented. The work examines conditions …

Effects of pre-chamber flow-field on combustion stability in a spark-ignition engine using large-eddy simulations

R Novella, JM Pastor, J Gomez-Soriano, I Barbery - Physics of Fluids, 2023 - pubs.aip.org
Significant efforts are under way to develop innovative ignition systems for spark-ignition
engines used in transportation. Within this context, passive pre-chamber technology has …

Progress in knock combustion modeling of spark ignition engines

F Ji, S Meng, Z Han, G Dong, RD Reitz - Applied Energy, 2025 - Elsevier
Knock combustion is one of the primary factors limiting thermal efficiency improvement in
spark ignition (SI) engines. After a century of research, scholars have made significant …

Assessing the cyclic-variability of spark-ignition engine running on methane-hydrogen blends with high hydrogen contents of up to 50%

GM Kosmadakis, DC Rakopoulos… - International Journal of …, 2021 - Elsevier
The cyclic variability in a spark-ignition (SI) engine is examined fueled with
methane/hydrogen blends with the use of an in-house computational fluid dynamics (CFD) …

Multiple spark plugs coupled with pressure sensors: A new approach for knock mechanism study on SI engines

H Shi, K Uddeen, Y An, Y Pei, B Johansson - Energy, 2021 - Elsevier
Controlled knock combustion is the focus of academic and industrial research for modern
spark-ignition engines to achieve higher thermal efficiency and better performance. To …

Experimental study and prediction model of combustion stability and combustion mode variation of burning methanol/biodiesel blends for diesel engines

J Zhu, Z Wang, R Li, S Liu, Y Hua - Fuel, 2023 - Elsevier
The combustion stability is an essential metric for evaluating the stable operation of an
engine. To analyze the underlying reasons affecting the combustion stability, tests of …

Large-Eddy simulation of lean and ultra-lean combustion using advanced ignition modelling in a transparent combustion chamber engine

A d'Adamo, C Iacovano, S Fontanesi - Applied Energy, 2020 - Elsevier
Abstract The need for Internal Combustion Engines (ICEs) to face near-future challenges of
higher efficiency and reduced emissions is leading to a renewed interest towards lean …