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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.

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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

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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