Prediction of lithium-ion battery SOC based on the fusion of MHA and ConvolGRU

If the charging state of the lithium-ion battery can be accurately predicted, overcharge and overdischarge of the battery can be avoided, and the service life of the battery can be improved. In order to improve the prediction accuracy of SOC, a prediction method combined with convolutional layer, mu...

Descripción completa

Detalles Bibliográficos
Autores principales: Tang, Pei, Hua, Jusen, Wang, Pengchen, QU, Zhonghui, Jiang, Minnan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10545700/
https://www.ncbi.nlm.nih.gov/pubmed/37783740
http://dx.doi.org/10.1038/s41598-023-43858-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10545700/
https://www.ncbi.nlm.nih.gov/pubmed/37783740
http://dx.doi.org/10.1038/s41598-023-43858-5

Ejemplares similares