Accurate Capacity Prediction and Evaluation with Advanced SSA-CNN-BiLSTM Framework for Lithium-Ion Batteries

Accurate Capacity Prediction and Evaluation with Advanced SSA-CNN-BiLSTM Framework for Lithium-Ion Batteries

Lithium-ion batteries (LIBs) have been widely used for electric vehicles owing to their high energy density, light weight, and no memory effect. However, their health management problems remain unsolved in actual application. Therefore, this paper focuses on battery capacity as the key health indica...

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Bibliographic Details
Main Authors: Chunsong Lin, Xianguo Tuo, Longxing Wu, Guiyu Zhang, Xiangling Zeng
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Batteries
Subjects:
lithium battery
sparrow search optimization algorithm
CNN
BiLSTM
capacity prediction
Online Access:https://www.mdpi.com/2313-0105/10/3/71

Internet

https://www.mdpi.com/2313-0105/10/3/71

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