Electric vehicles' energy consumption measurement and estimation

X Wu, D Freese, A Cabrera, WA Kitch - Transportation Research Part D …, 2015 - Elsevier
… relationships among EVs energy consumption, vehicle velocity, … to create the EV energy
consumption and estimation model … energy consumption estimation model in Section “An energy

Energy consumption prediction for electric vehicles based on real-world data

C De Cauwer, J Van Mierlo, T Coosemans - Energies, 2015 - mdpi.com
… As the ultimate goal of this study is all-electric range (AER) prediction for electric vehicles,
the energy consumption considered in this paper is the energy consumption on a battery-to-…

Analysis of the main factors influencing the energy consumption of electric vehicles

Z Younes, L Boudet, F Suard… - … international electric …, 2013 - ieeexplore.ieee.org
… In this paper, the energy consumption of electric vehicles was investigated based on real-world
data collected using a full electric car with various driving conditions (different ambient …

A review and outlook of energy consumption estimation models for electric vehicles

Y Chen, G Wu, R Sun, A Dubey, A Laszka… - arXiv preprint arXiv …, 2020 - arxiv.org
… The energy consumption of an electric vehicle is influenced by a wide range of variables,
which can be classified into four categories: (a) vehicle component related, (b) vehicle

Energy consumption of electric vehicles based on real-world driving patterns: A case study of Beijing

H Wang, X Zhang, M Ouyang - Applied energy, 2015 - Elsevier
energy consumptions of electric vehicles in real… energy reduction associated with Hybrid
Electric Vehicles (HEVs), Plug-in Hybrid Electric Vehicles (PHEVs) and Battery Electric Vehicles

Determining the main factors influencing the energy consumption of electric vehicles in the usage phase

W Li, P Stanula, P Egede, S Kara, C Herrmann - Procedia Cirp, 2016 - Elsevier
Electric vehicle’s electricity consumption on a road with different slope. Physica A: Statistical
… the energy consumption of electric vehicles and plug-in hybrid electric vehicles under real-…

Electric vehicles' energy consumption estimation with real driving condition data

R Zhang, E Yao - Transportation Research Part D: Transport and …, 2015 - Elsevier
… The data used to estimate energy consumption for EVs were obtained on typical urban
travel routes. A battery electric vehicle with regenerative braking systems (RBS) was …

Method for estimating the energy consumption of electric vehicles and plug‐in hybrid electric vehicles under real‐world driving conditions

R Shankar, J Marco - IET intelligent transport systems, 2013 - Wiley Online Library
energy consumption of an electric vehicle (EV) or the zero-emissions range of a plug-in hybrid
electric vehicle … The proposed energy prediction framework employs a neural network and …

Impact of road gradient on energy consumption of electric vehicles

K Liu, T Yamamoto, T Morikawa - Transportation Research Part D …, 2017 - Elsevier
… We investigate the impact of road gradient on the electricity consumption of electric vehicles
… and logarithmic forms of trip energy consumption, differences between considering the road …

Energy consumption analysis and prediction of electric vehicles based on real-world driving data

J Zhang, Z Wang, P Liu, Z Zhang - Applied Energy, 2020 - Elsevier
… of electric vehicles, the energy consumption has become a key performance index to electric
vehicle … Accurate and real-time energy consumption prediction under real-world driving …