Data-Driven, Short-Term Prediction of Charging Station Occupation

Data-Driven, Short-Term Prediction of Charging Station Occupation

Enhancing electric vehicle infrastructure by forecasting the availability of charging stations can boost the attractiveness of electric vehicles. The transportation sector plays a crucial role in battling climate change. The majority of available prediction algorithms either achieve poor accuracy or...

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Bibliographic Details
Main Authors: Roya Aghsaee, Christopher Hecht, Felix Schwinger, Jan Figgener, Matthias Jarke, Dirk Uwe Sauer
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Electricity
Subjects:
electric vehicles
charging infrastructure
random forest (RF)
ensemble learning
Online Access:https://www.mdpi.com/2673-4826/4/2/9

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