Machine learning-based lifelong estimation of lithium plating potential: A path to health-aware fastest battery charging
Published in Energy Storage Materials, 2024
Our study introduces a machine learning-based framework for lifelong estimation of lithium plating potential, enabling faster and safer battery charging. By maintaining plating potential control, our approach achieves 30% faster charging and significantly extends battery life, offering a practical solution for efficient electric vehicle battery management.