A critical review on thermal management technologies for motors in electric cars

X Wang, B Li, D Gerada, K Huang, I Stone… - Applied Thermal …, 2022 - Elsevier
The development of electric cars has well been regarded as a major solution for tackling the
challenges of carbon-neutrality faced by the modern communities. Electric motor is certainly …

Machine learning approaches for EV charging behavior: A review

S Shahriar, AR Al-Ali, AH Osman, S Dhou… - IEEE Access, 2020 - ieeexplore.ieee.org
As the smart city applications are moving from conceptual models to development phase,
smart transportation is one of smart cities applications and it is gaining ground nowadays …

Review on scheduling, clustering, and forecasting strategies for controlling electric vehicle charging: Challenges and recommendations

AS Al-Ogaili, TJT Hashim, NA Rahmat… - Ieee …, 2019 - ieeexplore.ieee.org
The usage and adoption of electric vehicles (EVs) have increased rapidly in the 21st century
due to the shifting of the global energy demand away from fossil fuels. The market …

Predictive machine learning in optimizing the performance of electric vehicle batteries: Techniques, challenges, and solutions

VS Naresh, GV Ratnakara Rao… - … Reviews: Data Mining …, 2024 - Wiley Online Library
This research paper explores the importance of optimizing the performance of electric
vehicle (EV) batteries to align with the rapid growth in EV usage. It uses predictive machine …

Applications of clustering methods for different aspects of electric vehicles

M Nazari, A Hussain, P Musilek - Electronics, 2023 - mdpi.com
The growing penetration of electric vehicles can pose several challenges for power systems,
especially distribution systems, due to the introduction of significant uncertain load. Analysis …

A self-optimizing scheduling model for large-scale EV fleets in microgrids

M Rezaeimozafar, M Eskandari… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The increasing number of electric vehicles (EVs) demands management solutions to deal
with the impacts of EV charging on the efficiency of distribution grids. Many suggested …

Review of Challenges and Opportunities in the Integration of Electric Vehicles to the Grid

G Vishnu, D Kaliyaperumal, R Jayaprakash… - World Electric Vehicle …, 2023 - mdpi.com
Electric vehicle (EV) technology has revolutionized the transportation sector in the last few
decades. The adoption of EVs, along with the advancement of smart grid technologies and …

[HTML][HTML] Comparison of electric vehicle load forecasting across different spatial levels with incorporated uncertainty estimation

W Khan, W Somers, S Walker, K de Bont… - Energy, 2023 - Elsevier
Accurate load forecasting is important to mitigate the negative impact of Electric vehicle
integration into the existing grid. Previous studies mostly focus on individual or aggregated …

A review on emerging communication and computational technologies for increased use of plug-in electric vehicles

VSR Tappeta, B Appasani, S Patnaik, TS Ustun - Energies, 2022 - mdpi.com
The electric vehicle (EV) industry is quickly growing in the present scenario, and will have
more demand in the future. A sharp increase in the sales of EVs by 160% in 2021 represents …

[HTML][HTML] Multi-stakeholder perspectives for transport electrification: A review on placement and scheduling of electric vehicle charging infrastructure

AK Karmaker, S Behrens, MJ Hossain… - Journal of Cleaner …, 2023 - Elsevier
In promoting transport electrification, addressing diverse stakeholder needs is vital for a
balanced approach to placing and scheduling Electric Vehicle Charging Stations (EVCS) …