Data-driven modeling of open circuit voltage hysteresis for LiFePO4 batteries with conditional generative adversarial network

Data-driven modeling of open circuit voltage hysteresis for LiFePO4 batteries with conditional generative adversarial network

The hysteresis effect represents the difference in open circuit voltage (OCV) between the charge and discharge processes of batteries. An accurate estimation of open circuit voltage considering hysteresis is critical for precise modeling of LiFePO4 batteries. However, the intricate influence of stat...

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Bibliographic Details
Main Authors: Lisen Yan, Jun Peng, Zeyu Zhu, Heng Li, Zhiwu Huang, Dirk Uwe Sauer, Weihan Li
Format: Article
Language:English
Published: Elsevier 2025-05-01
Series:Energy and AI
Subjects:
Lithium iron phosphate (LFP) batteries
Battery modeling
Open circuit voltage
Hysteresis modeling
Data-driven
Online Access:http://www.sciencedirect.com/science/article/pii/S2666546825000102

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http://www.sciencedirect.com/science/article/pii/S2666546825000102

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