Efficient Hybrid Deep Learning Model for Battery State of Health Estimation Using Transfer Learning

Efficient Hybrid Deep Learning Model for Battery State of Health Estimation Using Transfer Learning

Achieving accurate battery state of health (SOH) estimation is crucial, but existing methods still face many challenges in terms of data quality, computational efficiency, and cross-scenario generalization capabilities. This study proposes a hybrid deep learning framework incorporating transfer lear...

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Bibliographic Details
Main Authors: Jinling Ren, Misheng Cai, Dapai Shi
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Energies
Subjects:
lithium-ion battery
SOH
transfer learning
deep learning
hybrid model
Online Access:https://www.mdpi.com/1996-1073/18/6/1491
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