Harnessing big data for estimating the energy consumption and driving range of electric vehicles

GM Fetene, S Kaplan, SL Mabit, AF Jensen… - … Research Part D …, 2017 - Elsevier
Analyzing the factors that affect the energy efficiency of vehicles is crucial to the overall
improvement of the environmental efficiency of the transport sector, one of the top polluting …

Estimating energy consumption of battery electric vehicles using vehicle sensor data and machine learning approaches

W Achariyaviriya, W Wongsapai, K Janpoom… - Energies, 2023 - mdpi.com
Transport electrification, which entails replacing fossil fuel-powered engines with electric
drivetrains through the use of electric vehicles (EVs), has been identified as a potential …

Energy consumption of an electric and an internal combustion passenger car. A comparative case study from real world data on the Erfurt circuit in Germany

A Braun, W Rid - Transportation Research Procedia, 2017 - Elsevier
Electric vehicles promise to contribute to the achievement of a more sustainable transport
system, eg through reducing energy consumption and CO 2 emissions. For the assessment …

Understanding the energy consumption of battery electric buses in urban public transport systems

S Wang, C Lu, C Liu, Y Zhou, J Bi, X Zhao - Sustainability, 2020 - mdpi.com
The ever-increasing concerns over urban air quality, noise pollution, and considerable
savings in total cost of ownership encouraged more and more cities to introduce battery …

Electric vehicles' energy consumption measurement and estimation

X Wu, D Freese, A Cabrera, WA Kitch - Transportation Research Part D …, 2015 - Elsevier
Use of electric vehicles (EVs) has been viewed by many as a way to significantly reduce oil
dependence, operate vehicles more efficiently, and reduce carbon emissions. Due to the …

The influence of driving patterns on energy consumption in electric car driving and the role of regenerative braking

A Braun, W Rid - Transportation research procedia, 2017 - Elsevier
Electric mobility is seen as a major means to improve energy efficiency and to reduce CO2
emissions in the traffic sector. But so far, little is known about the vehicle specific factors that …

Energy consumption of electric vehicles: Analysis of selected parameters based on created database

M Mądziel, T Campisi - Energies, 2023 - mdpi.com
Electric vehicles in a short time will make up the majority of the fleet of vehicles used in
general. This state of affairs will generate huge sets of data, which can be further …

Comparative environmental assessment of alternative fueled vehicles using a life cycle assessment

J Van Mierlo, M Messagie, S Rangaraju - Transportation research procedia, 2017 - Elsevier
Many new vehicle technologies are claiming to be the best in class to reduce the impact on
the environment. However what are 'green'or 'clean'vehicles? How can this be assessed in …

Impacts of electricity mix, charging profile, and driving behavior on the emissions performance of battery electric vehicles: A Belgian case study

S Rangaraju, L De Vroey, M Messagie, J Mertens… - Applied Energy, 2015 - Elsevier
Abstract Battery Electric Vehicles (BEV) are considered to be a better alternative for
conventional vehicles in the matter of carbon dioxide (CO 2) emissions and urban air …

Online estimation of driving range for battery electric vehicles based on SOC-segmented actual driving cycle

H Wei, C He, J Li, L Zhao - Journal of Energy Storage, 2022 - Elsevier
The transport sector is one of the most polluting sectors globally, battery electric vehicles
(BEVs) are deemed as one alternative to improve the environmental efficiency for the …