A review of data sources for electric vehicle integration studies

L Calearo, M Marinelli, C Ziras - Renewable and Sustainable Energy …, 2021 - Elsevier
The sales of electric vehicles (EVs) are rapidly increasing and their integration in the power
system is becoming a crucial issue. However, there is a scarcity of necessary data to derive …

[HTML][HTML] A systematic review on power systems planning and operations management with grid integration of transportation electrification at scale

Q Zhang, J Yan, HO Gao, F You - Advances in Applied Energy, 2023 - Elsevier
Transportation electrification plays a crucial role in mitigating greenhouse gas (GHG)
emissions and enabling the decarbonization of power systems. However, current research …

Electric Vehicles and Vehicle–Grid Interaction in the Turkish Electricity System

HH Coban, W Lewicki, E Sendek-Matysiak, Z Łosiewicz… - Energies, 2022 - mdpi.com
Electric vehicles and energy storage systems are technologies in the stage of intensive
development. One of the innovative ways to use electric cars is the Vehicle to Grid (V2G) …

Electric vehicle charging demand forecasting model based on big data technologies

MB Arias, S Bae - Applied energy, 2016 - Elsevier
This paper presents a forecasting model to estimate electric vehicle charging demand based
on big data technologies. Most previous studies have not considered real-world traffic …

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 …

[HTML][HTML] Data-driven smart charging for heterogeneous electric vehicle fleets

O Frendo, J Graf, N Gaertner, H Stuckenschmidt - Energy and AI, 2020 - Elsevier
The ongoing electrification of mobility comes with the challenge of charging electric vehicles
(EVs) sufficiently while charging infrastructure capacities are limited. Smart charging …

[HTML][HTML] Analysis of residential EV energy flexibility potential based on real-world charging reports and smart meter data

ÅL Sørensen, KB Lindberg, I Sartori, I Andresen - Energy and Buildings, 2021 - Elsevier
The increase in the number of electric vehicles leads to an increased demand for residential
charging. While EV electric loads can have a negative impact on the power grid, they also …

[HTML][HTML] The impact of plug-in behavior on the spatial–temporal flexibility of electric vehicle charging load

C Gschwendtner, C Knoeri, A Stephan - Sustainable Cities and Society, 2023 - Elsevier
While electric vehicles (EVs) are expected to support decarbonizing transport, EVs can
challenge the electricity system. Investigating the EV charging load and its flexibility, eg, by …

[HTML][HTML] Are travel surveys a good basis for EV models? Validation of simulated charging profiles against empirical data

G Pareschi, L Küng, G Georges, K Boulouchos - Applied Energy, 2020 - Elsevier
The impending uptake of electric vehicles (EV) in worldwide car fleets is urging stakeholders
to develop models that forecast impacts and risks of this transition. The most common …

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 …