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Transfer learning based generalized framework for state of health estimation of Li-ion cells

Estimating the state of health (SOH) of batteries powering electronic devices in real-time while in use is a necessity. The applicability of most of the existing methods is limited to the datasets that are used to train the models. In this work, we propose a generic method for SOH estimation with mu...

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Detalles Bibliográficos
Autores principales: Sahoo, Subhasmita, Hariharan, Krishnan S., Agarwal, Samarth, Swernath, Subramanian B., Bharti, Roshan, Han, Seongho, Lee, Sangheon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9343662/
https://www.ncbi.nlm.nih.gov/pubmed/35915128
http://dx.doi.org/10.1038/s41598-022-16692-4