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

Antti Aitio, David A. Howey

Hundreds of millions of people lack access to electricity. Decentralised solar-battery systems are key for addressing this whilst avoiding carbon emissions and air pollution, but a…