Modeling, diagnostics, optimization, and control of internal combustion engines via modern machine learning techniques: A review and future directions

M Aliramezani, CR Koch, M Shahbakhti - Progress in Energy and …, 2022 - Elsevier
A critical review of the existing Internal Combustion Engine (ICE) modeling, optimization,
diagnosis, and control challenges and the promising state-of-the-art Machine Learning (ML) …

A review of the hydrogen fuel path to emission reduction in the surface transport industry

A Roy, S Pramanik - International Journal of Hydrogen Energy, 2024 - Elsevier
The surface transport industries are under enormous pressure because, the world leaders
have emphasized the requirement to restrict global warming to 1.5° Celsius in United …

A review on application of artificial neural network (ANN) for performance and emission characteristics of diesel engine fueled with biodiesel-based fuels

AT Hoang, S Nižetić, HC Ong, W Tarelko, TH Le… - Sustainable Energy …, 2021 - Elsevier
Biodiesel has been emerging as a potential and promising biofuel for the strategy of
reducing toxic emissions and improving engine performance. Computational methods …

[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 …

Combined life cycle assessment and artificial intelligence for prediction of output energy and environmental impacts of sugarcane production

A Kaab, M Sharifi, H Mobli, A Nabavi-Pelesaraei… - Science of the Total …, 2019 - Elsevier
This study aims to employ two artificial intelligence (AI) methods, namely, artificial neural
networks (ANNs) and adaptive neuro fuzzy inference system (ANFIS) model, for predicting …

Modeling of energy consumption and environmental life cycle assessment for incineration and landfill systems of municipal solid waste management-A case study in …

A Nabavi-Pelesaraei, R Bayat… - Journal of cleaner …, 2017 - Elsevier
As the economy has improved in Iran, residents have produced more municipal solid wastes
in recent decades. The various scenarios for municipal solid waste management are …

Alcohol and ether as alternative fuels in spark ignition engine: A review

OI Awad, R Mamat, OM Ali, NAC Sidik, T Yusaf… - … and Sustainable Energy …, 2018 - Elsevier
Energy security and global warming concern are the two main driving forces for the global
alcohol development that also have the effort to animate the agro-industry. Generally …

A review of studies using hydrocarbon adsorption material for reducing hydrocarbon emissions from cold start of gasoline engine

D Han, E Jiaqiang, Y Deng, J Chen, E Leng… - … and Sustainable Energy …, 2021 - Elsevier
In order to improve engine performance by reducing hydrocarbon (HC) emissions from cold
start of gasoline engine, firstly, cold-start emission control measures such as pre-treatment …

Machine learning assisted prediction of exhaust gas temperature of a heavy-duty natural gas spark ignition engine

J Liu, Q Huang, C Ulishney, CE Dumitrescu - Applied Energy, 2021 - Elsevier
Exhaust gas temperature is a key parameter for optimizing engine performance and
emissions. Of particular interest is forecasting the exhaust gas temperature in a diesel …

Integration of artificial intelligence methods and life cycle assessment to predict energy output and environmental impacts of paddy production

A Nabavi-Pelesaraei, S Rafiee, SS Mohtasebi… - Science of the total …, 2018 - Elsevier
Prediction of agricultural energy output and environmental impacts play important role in
energy management and conservation of environment as it can help us to evaluate …