Deep Recurrent Framework for Accurate Estimation of SOC and SOH in Lithium-Ion Battery

The rapid growth of electric vehicles and renewable energy storage has made accurate battery state estimation critical for safe and efficient operation. This work presents two hybrid deep learning frameworks for estimating the State of Health (SOH) and State of Charge (SOC) of lithium-ion batteries:...

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Detalles Bibliográficos

Principais autores:	J. Harinarayanan, P. Balamurugan
Formato:	Artigo
Idioma:	Inglês
Publicado:	IEEE 2026-01-01
Series:	IEEE Access
Assuntos:	Battery management system state of health state of charge incremental capacity analysis extended Kalman filter gated recurrent unit
Acceso en liña:	https://ieeexplore.ieee.org/document/11557309/
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