In this paper, we present a predictive regression model of instantaneous fuel consumption for diesel and gasoline light-duty vehicles.

Mar 21, 2018 · This study proposes methods that more accurately estimate and visualize vehicle energy consumption/emissions based on analysis of vehicles' mobile activities.

Jun 9, 2015 · From a dataset that represents real driving patterns, we showed that it is possible to predict fuel consumption with models trained on trips ...

Nov 12, 2019 · Estimating Fuel Consumption and Environmental Pollution of. Freight Activities From GPS Data ... time and distance estimates for each segment.

1.2 Goals The main objective of this thesis is to develop an accurate regression model for instantaneous fuel consumption, that should fulfil some requirements: ...

Oct 31, 2014 · This section will give an overview on the work already done on estimating fuel consumption and CO2 emission from vehicles, using mobility data, ...

Being GPS the main source of location data used in smartphones, solutions that suggest to the driver paths or behaviours that reduce fuel consumption can be ...

Estimating Fuel Consumption from GPS Data - Free download as PDF File (.pdf), Text File (.txt) or read online for free.

In the case study, fuel consumption and emissions of a single vehicle and a road network are estimated and visualized with GPS data. The estimation accuracy of ...

We propose, for estimating emission and fuel consumption rates, a correction factor approach which is proven to yield improved accuracy via statistical ...