Synthetic Dataset of Electric Vehicles Charging Sessions

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Provided by Catholic University of Louvain

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Dataset information

Catalog

Catholic University of Louvain catalog

Country of origin

Belgium

Updated

2026.03.03 10:20

Created

2026.03.03

Available languages

English

Keywords

Mobility Patterns, Electric Vehicles, Generation Tool, Charging Behavior, Simulation, Synthetic Dataset

Datasource

Official portal for European data link

Quality scoring

Dataset description

Datasets of electric vehicle profiles containing charging sessions for 57 complete weeks were generated using the emobpy tool. The dataset was used for the paper "Electric Vehicles as Mobile Batteries: Automating Charge and Discharge Using Machine Learning Predictions." Please refer to https://github.com/vicvrl/EV_profiles_generation.git for tools and details on the data. Dataset description: 1000 EV profiles containing 405 days starting on 2019-01-01 and ending on 2020-02-10.

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SLA

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