You're currently viewing an old version of this dataset. To see the current version, click here.

Predicting battery end of life from solar off-grid system field data using machine learning

Real-world operating data from battery systems in the field may be used to detect end-of-life failure before it happens, improving maintenance, value, safety and customer experience and giving insights into degradation and performance.

Data and Resources

Cite this as

Antti Aitio, David Howey (2024). Dataset: Predicting battery end of life from solar off-grid system field data using machine learning. https://doi.org/10.57702/djyw16zg

DOI retrieved: December 16, 2024

Additional Info

Field Value
Created December 16, 2024
Last update December 16, 2024
Defined In https://doi.org/10.1016/j.joule.2021.11.006
Author Antti Aitio
More Authors
David Howey
Homepage https://doi.org/10.1038/s41560-018-0240-y