Domain knowledge-guided machine learning framework for state of health estimation in Lithium-ion batteries
Abstract Accurate estimation of battery state of health is crucial for effective electric vehicle battery management. Here, we propose five health indicators that can be extracted online from real-world electric vehicle operation and develop a machine learning-based method to estimate the battery st...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2024-11-01
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| Series: | Communications Engineering |
| Online Access: | https://doi.org/10.1038/s44172-024-00304-2 |
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