[HTML][HTML] Machine learning for spatial analyses in urban areas: a scoping review

Y Casali, NY Aydin, T Comes - Sustainable cities and society, 2022 - Elsevier
The challenges for sustainable cities to protect the environment, ensure economic growth,
and maintain social justice have been widely recognized. Along with the digitization …

Assessment of electric vehicle charging infrastructure and its impact on the electric grid: A review

M Ashfaq, O Butt, J Selvaraj… - International Journal of …, 2021 - Taylor & Francis
Electric vehicles (EVs) have a huge potential to dominate over the conventional combustion
engine vehicles and become the future of road transport while conserving this planet from …

Data-driven charging demand prediction at public charging stations using supervised machine learning regression methods

A Almaghrebi, F Aljuheshi, M Rafaie, K James… - Energies, 2020 - mdpi.com
Plug-in Electric Vehicle (PEV) user charging behavior has a significant influence on a
distribution network and its reliability. Generally, monitoring energy consumption has …

An ensemble methodology for hierarchical probabilistic electric vehicle load forecasting at regular charging stations

L Buzna, P De Falco, G Ferruzzi, S Khormali, D Proto… - Applied Energy, 2021 - Elsevier
Transportation electrification is a valid option for supporting decarbonization efforts but, at
the same time, the growing number of electric vehicles will produce new and unpredictable …

Determining electric vehicle charging station location suitability: A qualitative study of greek stakeholders employing thematic analysis and analytical hierarchy …

C Karolemeas, S Tsigdinos, PG Tzouras, A Nikitas… - Sustainability, 2021 - mdpi.com
Shifting from a fossil-fueled to an eco-friendly vehicle fleet in cities could pave the way
towards a more sustainable future. Electric Vehicles (EVs) should thus be prioritized, so that …

Hybrid energy storage systems based on redox-flow batteries: recent developments, challenges, and future perspectives

C Schubert, WF Hassen, B Poisl, S Seitz, J Schubert… - Batteries, 2023 - mdpi.com
Recently, the appeal of Hybrid Energy Storage Systems (HESSs) has been growing in
multiple application fields, such as charging stations, grid services, and microgrids. HESSs …

Computational challenges and approaches for electric vehicles

AK Kalakanti, S Rao - ACM Computing Surveys, 2023 - dl.acm.org
Researchers worldwide have become increasingly interested in developing computational
approaches to handle challenges facing electric vehicles (EVs) in recent years. This article …

Design of a 22-kW transformerless EV charger with V2G capabilities and peak 99.5% efficiency

M Jahnes, L Zhou, M Eull, W Wang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This article outlines the design process of a high-efficiency (99.5% peak) transformerless dc
electric vehicle fast charger in conjunction with relevant standards on conducted harmonics …

Developments and challenges for electric vehicle charging infrastructure

N Matanov, A Zahov - 2020 12th Electrical Engineering Faculty …, 2020 - ieeexplore.ieee.org
As the number of used electric vehicles increases, questions and problems arise regarding
the infrastructure for their charging. This report provides an overview of the charging stations …

A comprehensive state‐of‐the‐art review on reliability assessment and charging methodologies of grid‐integrated electric vehicles

S Singh, RK Saket, B Khan - IET Electrical systems in …, 2023 - Wiley Online Library
This article presents a comprehensive review on the reliability assessment and charging
methodologies of electric vehicles (EVs) connected to the grid. In the transportation industry …