Joint State of Charge (SOC) and State of Health (SOH) Estimation for Lithium-Ion Batteries Packs of Electric Vehicles Based on NSSR-LSTM Neural Network

Joint State of Charge (SOC) and State of Health (SOH) Estimation for Lithium-Ion Batteries Packs of Electric Vehicles Based on NSSR-LSTM Neural Network

Lithium-ion batteries (LIBs) are widely used in electrical vehicles (EVs), but safety issues with LIBs still occur frequently. State of charge (SOC) and state of health (SOH) are two crucial parameters for describing the state of LIBs. However, due to inconsistencies that may occur among hundreds to...

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Bibliographic Details
Main Authors: Panpan Hu, W. F. Tang, C. H. Li, Shu-Lun Mak, C. Y. Li, C. C. Lee
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Energies
Subjects:
lithium-ion batteries pack
EVs
SOC
SOH
joint estimation
NSSR-LSTM
Online Access:https://www.mdpi.com/1996-1073/16/14/5313

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https://www.mdpi.com/1996-1073/16/14/5313

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