Hybrid extended Kalman filter with Newton Raphson method for lifetime prediction of lithium-ion batteries

Hybrid extended Kalman filter with Newton Raphson method for lifetime prediction of lithium-ion batteries

Abstract To advance the lithium-ion battery (LIB) technology more quickly, its lifetime should be predicted accurately. The precise prediction of LIB lifetime can help in producing new batteries, better use and operation of batteries. It is worthy for noting here that the LIB is a heavy nonlinear sy...

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Bibliographic Details
Main Authors: Hend M. Fahmy, Hany M. Hasanien, Mohammed Alharbi, Haoran Ji
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Extended Kalman filter
Lifetime prediction
Lithium-ion battery
Newton Raphson method
Online Access:https://doi.org/10.1038/s41598-025-91156-z
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https://doi.org/10.1038/s41598-025-91156-z

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