A Two-State-Based Hybrid Model for Degradation and Capacity Prediction of Lithium-Ion Batteries with Capacity Recovery

A Two-State-Based Hybrid Model for Degradation and Capacity Prediction of Lithium-Ion Batteries with Capacity Recovery

The accurate prediction of Li-ion battery capacity is important because it ensures mission and personnel safety during operations. However, the phenomenon of capacity recovery (CR) may impede the progress of improving battery capacity prediction performance. Therefore, in this study, we focus on the...

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Bibliographic Details
Main Authors: Yu Chen, Laifa Tao, Shangyu Li, Haifei Liu, Lizhi Wang
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Batteries
Subjects:
lithium-ion battery
causal feature
capacity recovery phenomenon
capacity prediction
long short-term memory
Gaussian process regression
Online Access:https://www.mdpi.com/2313-0105/9/12/596

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https://www.mdpi.com/2313-0105/9/12/596

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