Institutionen der Universität Bayreuth
Lehrstuhl Systemtechnik elektrischer Energiespeicher

Artikel in einer Zeitschrift

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

Hofmann, Tobias ; Li, Jiahao ; Hamar, Jacob ; Erhard, Simon ; Schmidt, Jan Philipp:
The ΔQ-method : State of health and degradation mode estimation for lithium-ion batteries using a mechanistic model with relaxed voltage points.
In: Journal of Power Sources. Bd. 596 (2024) . - 234107.
ISSN 0378-7753
DOI der Verlagsversion: https://doi.org/10.1016/j.jpowsour.2024.234107

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

Mößle, Patrick ; Tietze, Tobias ; Danzer, Michael A.:
Kalman Filter Tuning for State Estimation of Lithium-Ion Batteries by Multi-Objective Optimization via Hyperspace Exploration.
In: Energy Technology. Bd. 11 (2023) Heft 12 . - 2300796.
ISSN 2194-4296
DOI der Verlagsversion: https://doi.org/10.1002/ente.202300796

Schmidt, Jan Philipp ; Adam, Alexander ; Wandt, Johannes:
Time-Resolved and Robust Lithium Plating Detection for Automotive Lithium-Ion Cells with the Potential for Vehicle Application.
In: Batteries. Bd. 9 (2023) Heft 2 . - 97.
ISSN 2313-0105
DOI der Verlagsversion: https://doi.org/10.3390/batteries9020097

Dissertation

Hofmann, Tobias:
State of Health Estimation for Lithium-Ion Batteries with Combined Methods.
Bayreuth , 2026 . - VII, 207 S.
( Dissertation, 2026 , Universität Bayreuth, Fakultät für Ingenieurwissenschaften)