A machine learning approach for the estimation of fuel consumption related to road pavement rolling resistance for large fleets of trucks

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A machine learning approach for the estimation of fuel consumption related to road pavement rolling resistance for large fleets of trucks

There remains a level of uncertainty concerning the methodological assumptions and parameters to consider in the estimation of road vehicle fuel consumption due to the condition of road pavements. In fact, recent studies highlighted how existing models can lead to very different results and that bec...

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Bibliographic Details
Main Authors:	Perrotta, Federico, Parry, Tony, Neves, Luís C., Mesgarpour, Mohammad
Format:	Conference or Workshop Item
Published:	2018
Subjects:	Fuel Consumption Big Data Neural Networks Machine Learning LCA
Online Access:	https://eprints.nottingham.ac.uk/51400/

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