This dataset comprises raw CAN bus messages collected from five different EV car manufacturers. The primary focus of the dataset is on battery-related messages, although it also includes other general car communication messages. These raw CAN bus messages represent the fundamental data exchanged between various components of the electric vehicle, such as the battery management system (BMS), motor controller, and other electronic control units (ECUs).

Dataset Files

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[1] Tero Niemi, "EV CAR CAN BUS DATA", IEEE Dataport, 2025. [Online]. Available: http://dx.doi.org/10.21227/5c1r-0q83. Accessed: Feb. 17, 2025.
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doi = {10.21227/5c1r-0q83},
url = {http://dx.doi.org/10.21227/5c1r-0q83},
author = {Tero Niemi },
publisher = {IEEE Dataport},
title = {EV CAR CAN BUS DATA},
year = {2025} }
TY - DATA
T1 - EV CAR CAN BUS DATA
AU - Tero Niemi
PY - 2025
PB - IEEE Dataport
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Tero Niemi. (2025). EV CAR CAN BUS DATA. IEEE Dataport. http://dx.doi.org/10.21227/5c1r-0q83
Tero Niemi, 2025. EV CAR CAN BUS DATA. Available at: http://dx.doi.org/10.21227/5c1r-0q83.
Tero Niemi. (2025). "EV CAR CAN BUS DATA." Web.
1. Tero Niemi. EV CAR CAN BUS DATA [Internet]. IEEE Dataport; 2025. Available from : http://dx.doi.org/10.21227/5c1r-0q83
Tero Niemi. "EV CAR CAN BUS DATA." doi: 10.21227/5c1r-0q83