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Data Augmentation and Feature Selection for the Prediction of the State of Charge of Lithium-Ion Batteries Using Artificial Neural Networks

Lithium-ion batteries are a key technology for the electrification of the transport sector and the corresponding move to renewable energy. It is vital to determine the condition of lithium-ion batteries at all times to optimize their operation. Because of the various loading conditions these batteri...

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Principais autores: Sebastian Pohlmann, Ali Mashayekh, Manuel Kuder, Antje Neve, Thomas Weyh
Formato: Artigo
Idioma:Inglês
Publicado: MDPI AG 2023-09-01
Series:Energies
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Acceso en liña:https://www.mdpi.com/1996-1073/16/18/6750
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