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A systematic review and meta-analysis of machine learning, deep learning, and ensemble learning approaches in predicting EV charging behavior
Abstract Machine learning (ML) and deep learning (DL) have enabled algorithms to
autonomously acquire knowledge from data, facilitating predictive and decision-making …
autonomously acquire knowledge from data, facilitating predictive and decision-making …
[HTML][HTML] A study of charging-dispatch strategies and vehicle-to-grid technologies for electric vehicles in distribution networks
Various electric vehicle charging and discharging strategies (EVs) and V2G technologies
are discussed in this article as their impacts on energy distribution networks. The V2G …
are discussed in this article as their impacts on energy distribution networks. The V2G …
Prospects and challenges of the machine learning and data-driven methods for the predictive analysis of power systems: A review
W Strielkowski, A Vlasov, K Selivanov, K Muraviev… - Energies, 2023 - mdpi.com
The use of machine learning and data-driven methods for predictive analysis of power
systems offers the potential to accurately predict and manage the behavior of these systems …
systems offers the potential to accurately predict and manage the behavior of these systems …
A comprehensive review of electric vehicle charging stations with solar photovoltaic system considering market, technical requirements, network implications, and …
Electric cars (EVs) are getting more and more popular across the globe. While comparing
traditional utility grid-based EV charging, photovoltaic (PV) powered EV charging may …
traditional utility grid-based EV charging, photovoltaic (PV) powered EV charging may …
[HTML][HTML] Electric vehicle charging technologies, infrastructure expansion, grid integration strategies, and their role in promoting sustainable e-mobility
The transport sector is experiencing a notable transition towards sustainability, propelled by
technological progress, innovative materials, and a dedication to environmental …
technological progress, innovative materials, and a dedication to environmental …
A comprehensive review on coordinated charging of electric vehicles in distribution networks
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 …
energy systems is essential to curb the ever-increasing greenhouse gas emissions. EV …
[HTML][HTML] A critical review of the effect of light duty electric vehicle charging on the power grid
Electric vehicles (EVs) have emerged as one of the alternative solutions for reducing carbon
emissions in the road transportation sector. In the near future, more and more EVs will be …
emissions in the road transportation sector. In the near future, more and more EVs will be …
A comprehensive review of electric vehicles in energy systems: Integration with renewable energy sources, charging levels, different types, and standards
Due to the rapid expansion of electric vehicles (EVs), they are expected to be one of the
main contributors to transportation. The increasing use of fossil fuels as one of the most …
main contributors to transportation. The increasing use of fossil fuels as one of the most …
[HTML][HTML] Techno-economic impact analysis for renewable energy-based hydrogen storage integrated grid electric vehicle charging stations in different potential …
This study investigates the techno-economic impacts analysis of renewable energy-based
hybrid energy storage system integrated grid electric vehicles charging station (EVCS) in …
hybrid energy storage system integrated grid electric vehicles charging station (EVCS) in …
Future trends in smart green iov: Vehicle-to-everything in the era of electric vehicles
The electrification of the transportation sector is a pivotal stride towards ensuring
sustainability in our systems. This paradigm offers a promising solution to multiple …
sustainability in our systems. This paradigm offers a promising solution to multiple …