Daily electric vehicle charging load profiles considering demographics of vehicle users

J Zhang, J Yan, Y Liu, H Zhang, G Lv - Applied Energy, 2020 - Elsevier
Travel pattern of an electric vehicle (EV) user and the accuracy of their probability
distribution models are the key factors affecting the simulation and prediction of EV charging …

Estimating the charging profile of individual charge sessions of Electric Vehicles in The Netherlands

JJ Mies, JR Helmus, R Van den Hoed - World Electric Vehicle Journal, 2018 - mdpi.com
The mass adoption of Electric Vehicles (EVs) might raise pressure on the power system,
especially during peak hours. Therefore, there is a need for delayed charging. However, to …

Travel activity based stochastic modelling of load and charging state of electric vehicles

MN Iqbal, L Kütt, M Lehtonen, RJ Millar, V Püvi… - Sustainability, 2021 - mdpi.com
The uptake of electric vehicles (EV) is increasing every year and will eventually replace the
traditional transport system in the near future. This imminent increase is urging stakeholders …

Charging demand prediction in Beijing based on real-world electric vehicle data

J Zhang, Z Wang, EJ Miller, D Cui, P Liu… - Journal of Energy …, 2023 - Elsevier
The accurate estimation and prediction of charging demand play an essential role in
charging infrastructure planning, power grid laying and efficient operations. In this paper …

A systematic methodology for mid-and-long term electric vehicle charging load forecasting: The case study of Shenzhen, China

Y Zheng, Z Shao, Y Zhang, L Jian - Sustainable Cities and Society, 2020 - Elsevier
More and more adoptions of electric vehicles (EVs) would bring a potential threat on the
existing electric grid. In this context, a systematic methodology is presented in this paper to …

EV charging load simulation and forecasting considering traffic jam and weather to support the integration of renewables and EVs

J Yan, J Zhang, Y Liu, G Lv, S Han, IEG Alfonzo - Renewable energy, 2020 - Elsevier
With the rapid development of electric vehicles (EVs), EV charging load simulation is of
significance to tackle the challenges for planning and operating a highly-penetrated power …

A general model for EV drivers' charging behavior

Z Fotouhi, MR Hashemi, H Narimani… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
The increasing adoption of electric vehicles (EVs) due to technical advancements and
environmental concerns requires wide deployment of public charging stations (CSs). In …

Probabilistic estimation of plug-in electric vehicles charging load profile

NH Tehrani, P Wang - Electric Power Systems Research, 2015 - Elsevier
Plug-in electric vehicles (PEVs) are widely considered as a sustainable mode of transport by
countries worldwide due to high efficiency and low or zero carbon emissions. However …

An empirically-validated methodology to simulate electricity demand for electric vehicle charging

CB Harris, ME Webber - Applied energy, 2014 - Elsevier
With recent changes in the availability and diversity of plug-in electric vehicles (PEVs) in the
United States, there is increasing research interest in the interaction between PEVs and the …

Ensemble machine learning-based algorithm for electric vehicle user behavior prediction

YW Chung, B Khaki, T Li, C Chu, R Gadh - Applied Energy, 2019 - Elsevier
This research investigates electric vehicle (EV) charging behavior and aims to find the best
method for its prediction in order to optimize the EV charging schedule. This paper …