Real-time state-of-health estimation and online degradation prognosis from partial battery discharge using Physics-Infor

Journal of Power Sources · 2026-10-23 · 期刊论文

With the increasing integration of renewable energy sources, energy storage systems have become essential, making the accurate estimation of their State of Health (SOH) and degradation behavior critical. In this work, we propose a physics-informed deep learning approach for lithium-ion battery SOH prediction using incomplete discharge curves extracted from arbitrary voltage ranges, thereby reflecting realistic and he…

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Begoña Ispizua, Serio Gil-López, Leire Arrizabalaga 等

本文摘自《每日前沿研究简报 · 2026-10-25》「信息科学」。本内容仅用于研究信息整理与科普交流，不构成医疗建议。