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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...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2023
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| Materias: | |
| 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 |