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Dataset

Data repository for ‘Predicting battery end of life from solar off-grid system field data using machine learning’

Documentation:
This dataset was generated by 1027 lead-acid batteries from BBOXX Ltd., each with nominal voltage 12 V (internally comprising 6 cells in series), nominal capacity 20 Ah, and attached to a 50 Wp photovoltaic panel. These systems are used for lighting, phone charging and small appliances, and are located across sub-Saharan Africa. Each battery was in use for 400-760 days. A full explanation is given in the associated paper which may be found at https://arxiv.org/abs/2107.13856 .

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Institution:
University of Oxford
Division:
MPLS
Department:
Engineering Science
Role:
Creator
More by this author/creator
Institution:
University of Oxford
Division:
MPLS
Department:
Engineering Science
Role:
Principal Investigator (PI), Creator


Publisher:
University of Oxford
Publication date:
2021
DOI:


Language:
English
Keywords:
Subjects:
Deposit date:
2021-11-05

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