Intelligent Layout and Optimization of EV Charging Stations: Initial Configuration via Enhanced K-Means and Subsequent Refinement through Integrated GCN

Intelligent Layout and Optimization of EV Charging Stations: Initial Configuration via Enhanced K-Means and Subsequent Refinement through Integrated GCN

This paper proposes an optimization model for the layout of EV charging stations, aiming to ensure a wide and efficient service area to meet the increasing demand for charging. Through an in-depth study of the deployment optimization of EV charging stations, a layout algorithm based on K-Means and s...

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Bibliographic Details
Main Authors: H. Yang, M. Liu, J. Zou, R. Xu, J. Huang, P. Geng
Format: Article
Language:English
Published: Spolecnost pro radioelektronicke inzenyrstvi 2025-04-01
Series:Radioengineering
Subjects:
electric vehicle charging station
points of interest
fused residual network
attention mechanism
graph convolutional neural network
Online Access:https://www.radioeng.cz/fulltexts/2025/25_01_0079_0091.pdf
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https://www.radioeng.cz/fulltexts/2025/25_01_0079_0091.pdf

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