Review on spray, combustion, and emission characteristics of recent developed direct-injection spark ignition (DISI) engine system with multi-hole type injector
Given diminishing fossil fuel resources and severe environmental pollution, governments
are strengthening their regulations regarding the exhaust emissions and fuel consumption of …
are strengthening their regulations regarding the exhaust emissions and fuel consumption of …
[HTML][HTML] Machine learning for combustion
Combustion science is an interdisciplinary study that involves nonlinear physical and
chemical phenomena in time and length scales, including complex chemical reactions and …
chemical phenomena in time and length scales, including complex chemical reactions and …
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 …
the thermal processes inside an internal combustion engine (ICE) has long been a daunting …
Comparison of random forest and neural network in modeling the performance and emissions of a natural gas spark ignition engine
J Liu, Q Huang, C Ulishney… - Journal of Energy …, 2022 - asmedigitalcollection.asme.org
Abstract Machine learning (ML) models can accelerate the development of efficient internal
combustion engines. This study assessed the feasibility of data-driven methods toward …
combustion engines. This study assessed the feasibility of data-driven methods toward …
Analysis of the combustion process in a lean-burning turbulent jet ignition engine fueled with methane
Recent needs of reducing pollutant emissions of internal combustion engines have pushed
the development of non-conventional ignition systems. One of the most promising …
the development of non-conventional ignition systems. One of the most promising …
An artificial neural network model to predict efficiency and emissions of a gasoline engine
With global warming, and internal combustion engine emissions as the main global non-
industrial emissions, how to further optimize the power performance and emissions of …
industrial emissions, how to further optimize the power performance and emissions of …
On the application of artificial neural networks for the prediction of NOx emissions from a high-speed direct injection diesel engine
This article considers the application and refinement of artificial neural network methods for
the prediction of NO x emissions from a high-speed direct injection diesel engine over a …
the prediction of NO x emissions from a high-speed direct injection diesel engine over a …
Predicting lubricant oil induced pre-ignition phenomena in modern gasoline engines: The reduced GasLube reaction mechanism
Recent research highlights the influence of the presence of lubricant oil droplets on the
combustion process in Direct Injection Spark Ignition (DISI) engines. Lubricant oil is …
combustion process in Direct Injection Spark Ignition (DISI) engines. Lubricant oil is …
Evolution of soot particle number, mass and size distribution along the exhaust line of a heavy-duty engine fueled with compressed natural gas
An experimental study has been conducted to provide a characterization of the
transformations that particle size distributions and the number density of soot particles can …
transformations that particle size distributions and the number density of soot particles can …
[HTML][HTML] Linking lubricant oil contamination to pre-ignition events in hydrogen engines–The HyLube mechanism
The practical use of hydrogen as a fuel for Internal Combustion Engines (ICEs) poses
unresolved challenges. However, many issues concerning combustion control and …
unresolved challenges. However, many issues concerning combustion control and …