Establishment and Analysis of Correlation Between Li-Ion Battery Model Accuracy and Kalman Filter-Based SOC Estimation

Battery management systems (BMS) rely heavily on estimating the state of charge (SOC) as the foundation for controlling other functionalities. Significant advancements in the use of non-linear Kalman filters (KFs) aim to address the growing need for model-based state estimation in BMS. The KFs are r...

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Principais autores:	Prashant K. Aher, Sanjaykumar L. Patil, Uttam M. Chaskar, Rhugved Rane, Abhishek Mandhana
Formato:	Artigo
Idioma:	Inglês
Publicado em:	IEEE 2026-01-01
coleção:	IEEE Access
Assuntos:	Battery management system battery state estimation correlation equivalent circuit model lithium-ion batteries state of charge
Acesso em linha:	https://ieeexplore.ieee.org/document/11406104/
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