Electric vehicle charging stations and drivers dataset

Published: 10 March 2025| Version 1 | DOI: 10.17632/h3nxjj84vp.1
Contributor:
Hyuk-Yoon Kwon

Description

# Data Description ## drivers.pickle - Driver data generated by the simulator - 667210 rows : 3 to 5 per Driver id - 26 columns : Driver, staid, speed, chgerid etc ## meta.pickle - Charging station data - 30895 rows: Each electric vehicle charging station in the metropolitan area - 25 columns : statid, chger id, chger type etc ## testset_df.pickle - Dataset for Evaluation - test.txt is about driverid and statid matching information - correct answer by driverid Data with information about charging stations ## Data used in the experiment ### train.txt - Charger stations used by driver - driver : 0 ~ 185335 ### test.txt - Charger stations used by the driver - Answer Data - driver : 0 ~ 185335

Files

Institutions

Seoul National University of Science and Technology

Categories

Electric Vehicles, EV Charging Station

Licence