A Comprehensive Literature Review on Artificial Dataset Generation for Repositioning Challenges in Shared Electric Automated and Connected Mobility

AK Kayisu, WV Kambale, T Benarbia, PN Bokoro… - Symmetry, 2024 - mdpi.com
In the near future, the incorporation of shared electric automated and connected mobility
(SEACM) technologies will significantly transform the landscape of transportation into a …

A comprehensive review on coordinated charging of electric vehicles in distribution networks

I Chandra, NK Singh, P Samuel - Journal of Energy Storage, 2024 - Elsevier
The active participation of electric vehicles (EVs) in both the transportation sector and
energy systems is essential to curb the ever-increasing greenhouse gas emissions. EV …

[HTML][HTML] Predictability of electric vehicle charging: Explaining extensive user behavior-specific heterogeneity

M Kreft, T Brudermueller, E Fleisch, T Staake - Applied Energy, 2024 - Elsevier
Smart charging systems can reduce the stress on the power grid from electric vehicles by
coordinating the charging process. To meet user requirements, such systems need input on …

A Data-Driven Framework for Improving Public EV Charging Infrastructure: Modeling and Forecasting

N Al-Dahabreh, MA Sayed, K Sarieddine… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
This work presents an investigation and assessment framework, which, supported by
realistic data, aims at provisioning operators with in-depth insights into the consumer …

Dynamic grouping control of electric vehicles based on improved k-means algorithm for wind power fluctuations suppression

Y Yu, M Liu, D Chen, Y Huo, W Lu - Global Energy Interconnection, 2023 - Elsevier
To address the significant lifecycle degradation and inadequate state of charge (SOC)
balance of electric vehicles (EVs) when mitigating wind power fluctuations, a dynamic …

[HTML][HTML] Technical review of electric vehicle charging distribution models with considering driver behaviors impacts

W Lin, H Wei, L Yang, X Zhao - Journal of Traffic and Transportation …, 2024 - Elsevier
A massive market penetration of electric vehicles (EVs) associated with nonnegligible
energy consumption and environmental issues has imposed a big challenge on evaluating …

Non-intrusive demand response management strategy to mitigate the impacts of residential electric vehicle charging on distribution systems

GP Barnabé, FL Tofoli, LS Mello, RF Sampaio… - Electric Power Systems …, 2024 - Elsevier
The proliferation of electric vehicles (EVs) is expected to significantly increase electricity
demand. However, if left uncontrolled, the aggregated demands from EVs have the potential …

Bilevel planning of electric vehicle charging station and battery swapping station considering real-time uncertainty

M Saha, SS Thakur, A Bhattacharya - International Journal of …, 2024 - Taylor & Francis
The placement of electric vehicle charging stations (EVCS) and battery swapping stations
(BSS) is crucial to meet demand while minimizing their impact on the power system network …

Prediction of Aggregated EV Representation Using XGBoost and LightGBM

M Kovačević, H Novak, M Vašak - 2023 58th International …, 2023 - ieeexplore.ieee.org
Electrical vehicles (EVs) presence forecasting on a parking lot with charging points is critical
for charging schedule optimisation with providing demand response to the power grid. The …

Artificial Dataset Generation for Modeling and Simulation of Shared Electric Automated and Connected Mobility Systems with Autonomous Repositioning: A Survey

AK Kayisu, WV Kambale, T Bernabia… - … on Circuits, Systems …, 2023 - ieeexplore.ieee.org
The introduction of Shared, Electric, Automated, and Connected Mobility (SEACM) systems
will completely transform the transportation sector in the near future. However, these …