Electric vehicles' energy consumption measurement and estimation

X Wu, D Freese, A Cabrera, WA Kitch - Transportation Research Part D …, 2015 - Elsevier
… EVs’ energy usage measurement and estimation. Measuring and estimating EVs’ electricity
usage is an important requirement for the future improvement of energy efficiency of the EV …

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
… area, and the energy consumption was collected under … impacting the energy consumption,
as well as measuring the … the energy consumption of EV for a specific usage condition. …

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 … deemed appropriate for measuring the energy usage profile of the vehicle. …

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

C De Cauwer, J Van Mierlo, T Coosemans - Energies, 2015 - mdpi.com
… The proposed models are statistical models that correlate these kinematic parameters
over a trajectory and the measured energy consumption at the battery, based on the …

[HTML][HTML] Method for evaluating the real-world driving energy consumptions of electric vehicles

X Yuan, C Zhang, G Hong, X Huang, L Li - Energy, 2017 - Elsevier
… the energy consumption characteristics of electric vehicles … for estimating the energy
consumption of an electric vehicle is … indicated that the measured energy consumption differences …

Power consumption characterization, modeling and estimation of electric vehicles

N Chang, D Baek, J Hong - 2014 IEEE/ACM International …, 2014 - ieeexplore.ieee.org
… instantaneous power consumptionmeasurement, and derive model coefficients using
multivariable regression analysis. We estimate the EV instantaneous power consumption of a …

A data-driven method for energy consumption prediction and energy-efficient routing of electric vehicles in real-world conditions

C De Cauwer, W Verbeke, T Coosemans, S Faid… - Energies, 2017 - mdpi.com
… The proposed method applies a machine learning technique and a statistical method to
real-world measured driving data and energy consumption data of EVs, weather data and …

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
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 … a measure of …

Power-based electric vehicle energy consumption model: Model development and validation

C Fiori, K Ahn, HA Rakha - Applied Energy, 2016 - Elsevier
… levels, these studies are limited to measuring energy consumption of an EV’s control
algorithm, macro-project evaluations, or simplified well-to-wheels analyses. Consequently, this …

Mesoscopic model framework for estimating electric vehicles' energy consumption

R Zhang, E Yao - Sustainable cities and society, 2019 - Elsevier
… Although the measure to be adopted in this paper follows a similar philosophy to that of Yao
et al. (2013), the additional consideration of regenerative braking under decelerating mode …