SOH Estimation Method for Lithium-Ion Batteries Using Partial Discharge Curves Based on CGKAN
Accurate estimation of the state of health (SOH) of lithium-ion batteries is essential to ensure the safe and stable operation of equipment such as electric vehicles. To address the limitations in the accuracy and robustness of existing methods under complex operating conditions, a CNN-BiGRU-KAN (CG...
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| Main Authors: | Shengfeng He, Wenhu Qin, Zhonghua Yun, Chao Wu, Chongbin Sun |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2025-04-01
|
| Series: | Batteries |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2313-0105/11/5/167 |
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