DI4SHE: Deep Learning via Incremental Capacity Analysis for Sodium Battery State-of-Health Estimation

DI4SHE: Deep Learning via Incremental Capacity Analysis for Sodium Battery State-of-Health Estimation

Sodium batteries have emerged as a competitive energy storage candidate due to their low cost and abundant resources. The accurate estimation of the state of health (SOH) of sodium batteries is essential for their practical utilization. However, limited cycling data and rapid capacity decay pose sig...

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Bibliographic Details
Main Authors: Xikang Wang, Bangyu Zhou, Huan Xu, Song Xu, Tao Wan, Wenjie Sun, Yuanjun Guo, Zuobin Ying, Wenjiao Yao, Zhile Yang
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Energies
Subjects:
sodium batteries
state-of-health prediction
capacity model
incremental capacity analysis
Online Access:https://www.mdpi.com/1996-1073/18/11/2792
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