Zeitschrift: Energy and AI

2025

Hofmann, Tobias ; Hamar, Jacob ; Mager, Bastian ; Erhard, Simon ; Schmidt, Jan Philipp:
Physics-constrained transfer learning : Open-circuit voltage curve reconstruction and degradation mode estimation of lithium-ion batteries.
In: Energy and AI. Bd. 20 (2025) . - 100493.
ISSN 2666-5468
DOI der Verlagsversion: https://doi.org/10.1016/j.egyai.2025.100493

Hadzalic, Nejira ; Hamar, Jacob ; Fischer, Marco ; Erhard, Simon ; Schmidt, Jan Philipp:
Semi-supervised battery state of health estimation for field applications.
In: Energy and AI. Bd. 22 (2025) . - 100575.
ISSN 2666-5468
DOI der Verlagsversion: https://doi.org/10.1016/j.egyai.2025.100575

2024

Hofmann, Tobias ; Hamar, Jacob ; Mager, Bastian ; Erhard, Simon ; Schmidt, Jan Philipp:
Transfer learning from synthetic data for open-circuit voltage curve reconstruction and state of health estimation of lithium-ion batteries from partial charging segments.
In: Energy and AI. Bd. 17 (2024) . - S. 100382.
ISSN 2666-5468
DOI der Verlagsversion: https://doi.org/10.1016/j.egyai.2024.100382