XGBoost-Based Remaining Useful Life Estimation Model with Extended Kalman Particle Filter for Lithium-Ion Batteries

The instability and variable lifetime are the benefits of high efficiency and low-cost issues in lithium-ion batteries.An accurate equipment’s remaining useful life prediction is essential for successful requirement-based maintenance to improve dependability and lower total maintenance costs. Howeve...

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Detalles Bibliográficos
Autores principales: Jafari, Sadiqa, Byun, Yung-Cheol
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9736930/
https://www.ncbi.nlm.nih.gov/pubmed/36502223
http://dx.doi.org/10.3390/s22239522

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9736930/
https://www.ncbi.nlm.nih.gov/pubmed/36502223
http://dx.doi.org/10.3390/s22239522

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