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Assessing the Health of LiFePO(4) Traction Batteries through Monotonic Echo State Networks

A soft sensor is presented that approximates certain health parameters of automotive rechargeable batteries from on-vehicle measurements of current and voltage. The sensor is based on a model of the open circuit voltage curve. This last model is implemented through monotonic neural networks and esti...

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Detalles Bibliográficos
Autores principales:	Sánchez, Luciano, Anseán, David, Otero, José, Couso, Inés
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2017
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5795929/ https://www.ncbi.nlm.nih.gov/pubmed/29267219 http://dx.doi.org/10.3390/s18010009

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