[HTML][HTML] Review of artificial neural networks for gasoline, diesel and homogeneous charge compression ignition engine
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 …
prediction tool. Since it does not need an understanding of the system or its underlying …
Performance and emission characteristics of diesel engines running on gaseous fuels in dual-fuel mode
Conventional fossil fuels are being substituted with alternative green fuels because of their
greenhouse gas emissions and pollution problems, which pose a severe threat to the …
greenhouse gas emissions and pollution problems, which pose a severe threat to the …
[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 …
A review on the application of response surface method and artificial neural network in engine performance and exhaust emissions characteristics in alternative fuel
Alternative fuel is one of the widely used fuel substitutions for both petrol and diesel in the
field of internal combustion engine. The increase in the demand for alternative fuel is …
field of internal combustion engine. The increase in the demand for alternative fuel is …
Investigation on the ignition delay prediction model of multi-component surrogates based on back propagation (BP) neural network
The ignition delay prediction model of three-component surrogates was established based
on the back propagation (BP) neural network. The ambient temperature, ambient pressure …
on the back propagation (BP) neural network. The ambient temperature, ambient pressure …
Application of artificial neural network for internal combustion engines: a state of the art review
AN Bhatt, N Shrivastava - Archives of Computational Methods in …, 2022 - Springer
The automotive industry is facing a crucial time. The transformation from internal combustion
engines to new electrical technologies requires enormous investment, and hence the IC …
engines to new electrical technologies requires enormous investment, and hence the IC …
Performance and emission analysis of a diesel engine using hydrogen enriched n-butanol, diethyl ester and Spirulina microalgae biodiesel
Comparative assessment of hydrogen added diesel, Spirulina microalgae, n-butanol and
diethyl ester fuels was done to evaluate the effects of the fuel blends on the performance …
diethyl ester fuels was done to evaluate the effects of the fuel blends on the performance …
Efficacy of machine learning algorithms in estimating emissions in a dual fuel compression ignition engine operating on hydrogen and diesel
V Sugumaran, V Thangavel, M Vijayaragavan… - International Journal of …, 2023 - Elsevier
Emission created by combustion of fossil fuels are a major concern of the world for the past
few decades. The stringent emission norms have impacted the automobile manufacturers to …
few decades. The stringent emission norms have impacted the automobile manufacturers to …
Developing a model to predict the start of combustion in HCCI engine using ANN-GA approach
M Taghavi, A Gharehghani, FB Nejad… - Energy Conversion and …, 2019 - Elsevier
The combustion process in Homogeneous Charge Compression Ignition Engines (HCCI) is
one of the new methods of futuristic combustion technologies. Since there is no direct …
one of the new methods of futuristic combustion technologies. Since there is no direct …
Prediction of oxygen-enriched combustion and emission performance on a spark ignition engine using artificial neural networks
P Sun, J Zhang, W Dong, D Li, X Yu - Applied Energy, 2023 - Elsevier
The experiment about gasoline fuel plus oxygen-enriched combustion (OEC) technology is
conducted on a combined injection engine in this paper. OEC is an effective in-cylinder …
conducted on a combined injection engine in this paper. OEC is an effective in-cylinder …