Author

Begoña Ispizua

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Preprint Aug 2026

Real-Time State-of-Health Estimation and Online Degradation Prognosis from Partial Battery Discharge Using Physics-Informed Neural Networks

The approach enables SOH estimation from arbitrary discharge segments and a real-time degradation forecast that continuously integrates all usage, overcoming previous methods that rely on fixed protocols or early, non-adaptive predictions.

Begoña Ispizua, S. Gil-Lopez, Leire Arrizabalaga et al. · 0 citations