Synthetic Dataset of Electric Vehicles Charging Sessions
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.
Resources
| Name |
Format |
Description |
Link |
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8 |
|
https://dataverse.uclouvain.be/file.xhtml?fileId=38797 |
Tags
- generation-tool
- mobility-patterns
- electric-vehicles
- charging-behavior
- synthetic-dataset
- simulation