battery-hub

batgrad

Markus Plandowski

State-of-health estimationSynthetic + experimental

batgrad

Normalized time series from the Pozzato 2022 EV driving-profile aging dataset plus PyBaMM-simulated profiles, prepared for the batgrad template.

Dataset details

Origin
Synthetic + experimental
Level
cell
Data types
Cycling time series
Generation
Physics-based model
Size
245,897,823 rows
Format
Parquet
License
cc-by-4.0
Hosting
battery-hub (Hugging Face)