A spatiotemporal distribution prediction model for electric vehicles charging load in transportation power coupled network

A spatiotemporal distribution prediction model for electric vehicles charging load in transportation power coupled network

Abstract With increasing demand of electric vehicles (EVs), problems such as insufficient EV charging piles and unreasonable layout of EV charging stations are also becoming prominent. New challenges are introduced to the planning of urban EV charging infrastructures. To effectively plan the chargin...

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Bibliographic Details
Main Authors: Xiaolong Yang, Jingwen Yun, Shuai Zhou, Tek Tjing Lie, Jieping Han, Xiaomin Xu, Qian Wang, Zeqi Ge
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Subjects:
Transportation-power coupled network (TPCN)
Electric vehicles
Spatio-temporal
Power flow analysis
Charging load prediction
Online Access:https://doi.org/10.1038/s41598-025-88607-y
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