[HTML][HTML] Trip based modeling of fuel consumption in modern heavy-duty vehicles using artificial intelligence

S Katreddi, A Thiruvengadam - Energies, 2021 - mdpi.com
… In this paper, an artificial neural network (ANN) was … artificial intelligence has enabled the
modeling of huge volumes of data for companies to reduce emissions and fuel consumption. …

Reducing fuel consumption of haul trucks in surface mines using artificial intelligence models

artificial intelligence model for reducing energy consumption in the mining industry. Many
parameters influence the fuel consumption … for the haul truck fuel consumption based on these …

Application of machine learning for fuel consumption modelling of trucks

F Perrotta, T Parry, LC Neves - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
… of machine learning to Big Data for fuel consumption … , for fuel consumption modelling,
and (3) to compare the performance of SVM, RF, and ANN in modelling the fuel consumption of …

[HTML][HTML] Use of artificial neural networks to predict fuel consumption on the basis of technical parameters of vehicles

J Ziółkowski, M Oszczypała, J Małachowski… - Energies, 2021 - mdpi.com
… created artificial neural network to predict fuel consumptionartificial intelligence allows us
to estimate fuel consumption of … artificial neural networks to predict the fuel consumption of a …

[PDF][PDF] New artificial intelligence technology improving fuel efficiency and reducing CO2 emissions of ships through use of operational big data

T Anan, H Higuchi, N Hamada - Fujitsu Sci. Tech. J, 2017 - fujitsu.com
… In order to reduce fuel consumption as well as CO2 emissions from ships, it is crucial to
be able to accurately calculate the impact of winds and waves on ship speed and …

[HTML][HTML] Artificial intelligence applied to evaluate emissions and energy consumption in commuter railways: Comparison of liquefied natural gas as an alternative fuel …

P Luque, DA Mántaras, L Sanchez - Sustainability, 2021 - mdpi.com
… the sections is calculated and the fuel consumption is obtained by accumulating the predictions
obtained through the BSFC (brake-specific fuel consumption) curves of the engine and …

[HTML][HTML] Interpretable machine learning models for predicting and explaining vehicle fuel consumption anomalies

A Barbado, Ó Corcho - Engineering Applications of Artificial Intelligence, 2022 - Elsevier
Machine Learning models for explaining potential causes of abnormal fuel consumption in
… The explanations are used for generating recommendations about fuel optimization that are …

[HTML][HTML] Utilizing Artificial intelligence to identify an Optimal Machine learning model for predicting fuel consumption in Diesel engines

A Shateri, Z Yang, J Xie - Energy and AI, 2024 - Elsevier
… of artificial intelligence (AI) techniques to identify an optimal machine learning (ML) model for
predicting dodecane fuel … This study employs artificial intelligence (AI) techniques to identify …

Vehicle fuel optimization under real-world driving conditions: An explainable artificial intelligence approach

A Barbado, Ó Corcho - arXiv preprint arXiv:2107.06031, 2021 - arxiv.org
… Machine (EBM) model to predict fuel consumption of different types of industrial … Machine
Learning model also explains the relationship between the input factors and fuel consumption, …

Application of Artificial Intelligence for Fuel Consumption Prediction of a Tractor in Different Operating Conditions

H Nagar, R Machavaram - 2022 IEEE 7th International …, 2022 - ieeexplore.ieee.org
… a fuel consumption prediction … fuel consumption is proportional to the engine power at
varying load and throttle settings. The developed neural network can predict the fuel consumption