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Remaining Useful Life Prediction for Lithium-Ion Batteries Based on Gaussian Processes Mixture
The remaining useful life (RUL) prediction of Lithium-ion batteries is closely related to the capacity degeneration trajectories. Due to the self-charging and the capacity regeneration, the trajectories have the property of multimodality. Traditional prediction models such as the support vector mach...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2016
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5024987/ https://www.ncbi.nlm.nih.gov/pubmed/27632176 http://dx.doi.org/10.1371/journal.pone.0163004 |