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Papers in Battery Modeling and Management 188

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Fast data augmentation for battery degradation prediction
2025 Energy and AI article Engineering Battery Modeling and Management Open access

Weihan Li, Harshvardhan Samsukha, Bruis van Vlijmen, Lisen Yan, Samuel Greenbank, Simona Onori, +1 more

9

citations
Detailed Characterization of Thermal Runaway Particle Emissions from a Prismatic NMC622 Lithium-Ion Battery
2025 Batteries article Engineering Battery Modeling and Management Open access

Peter Gerhards, Gaël Berrier, Rémi Vincent, S. Dubourg, Stefan Pischinger

9

citations
Modelling of Battery Energy Storage Systems Under Real-World Applications and Conditions
2025 Batteries article Engineering Battery Modeling and Management Open access

Achim Kampker, Benedikt Späth, Xiaoxuan Song, Datao Wang

9

citations
Standards and Regulations for Battery Management Systems in Germany: Review and Improvement Potentials
2025 Global Challenges review Engineering Battery Modeling and Management Open access

Dilane Dongmo Tadoum, Franziska Berger, David Wasylowski, Florian Ringbeck, Weihan Li, Dirk Uwe Sauer

9

citations
Extending Equivalent Circuit Models for State of Charge and Lifetime Estimation
2025 Electrochemical Science Advances article Engineering Battery Modeling and Management Open access

Limei Jin, Franz Philipp Bereck, Josef Granwehr, Christoph Scheurer

8

citations
Comprehensive analysis of degradation mechanisms in 18650 Li-Ion cells under prolonged cycling conditions
2025 Journal of Energy Storage article Engineering Battery Modeling and Management Open access

Pavel Blažek, Ondřej Klvač, Martin Šedina, Ondřej Čech, Markéta Tkadlecová, Zuzana Stravová, +4 more

8

citations
Uncertainty quantification in energy and thermal management of immersion-cooled battery safety systems in electric vehicles using polynomial chaos expansion
2026 Journal of Power Sources article Engineering Battery Modeling and Management Open access

Abdul Wahab, Tim Wieder, Nima Amjady, Hossein Senobar, Hans Kemper, Hamid Khayyam

7

citations
Domain Generalization Using Maximum Mean Discrepancy Loss for Remaining Useful Life Prediction of Lithium-Ion Batteries
2025 Batteries article Engineering Battery Modeling and Management Open access

Yue Yang, Stefan Pischinger

7

citations
Synthetic Data Generation for AI-Informed End-of-Line Testing for Lithium-Ion Battery Production
2025 World Electric Vehicle Journal article Engineering Battery Modeling and Management Open access

Tessa Krause, Daniel Nusko, Johannes Rittmann, Luciana Pitta Bauermann, Moritz Kroll, Carlo Holly

7

citations
Accelerated impedance-based aging modeling for NCA/Gr-SiOx batteries and the impact of reduced test duration
2025 Cell Reports Physical Science article Engineering Battery Modeling and Management Open access

Ahmed Chahbaz, Markus Schreiber, Jonas Rinner, Gereon Karsten Stahl, Markus Lienkamp, Dirk Uwe Sauer

6

citations
Diagnosing inconsistencies in battery energy storage systems: A framework integrating electrical, thermal, and aging perspectives
2025 Applied Energy article Engineering Battery Modeling and Management

Jingbo Qu, Tianyu Wang

6

citations
Overview of the current state of research on thermal runaway and thermal propagation testing of lithium-ion batteries
2026 Cell Reports Physical Science article Engineering Battery Modeling and Management Open access

Nima Ghandily, Parthkumar Nakrani, Niklas Kisseler, Heiner Heimes, Achim Kampker

6

citations
Quantitative fire likelihood assessment of battery home storage systems in comparison to general house fires in Germany and other battery related fires
2025 Journal of Energy Storage article Engineering Battery Modeling and Management Open access

Florian Hölting, Aniket Kapse, Fabian Breer, Jan Figgener, Mark D. Junker, Dirk Uwe Sauer

6

citations
Unlocking battery insights with interpretable machine learning
2025 Joule article Engineering Battery Modeling and Management

Runyang Lian, Weihan Li

5

citations
Lithium-ion battery anomaly detection with variational autoencoder based on feature representation learning
2026 Journal of Energy Storage article Engineering Battery Modeling and Management Open access

Wenbin Li, Yue Yang, Stefan Pischinger

5

citations
Electrochemical Impedance Spectroscopy‐Based Diagnosis of Cell Imbalances in Series‐Connected Battery Modules
2025 Batteries & Supercaps article Engineering Battery Modeling and Management Open access

Sehriban Celik, Zhan Ma, Alexander Blömeke, David Wasylowski, Dirk Uwe Sauer

5

citations
Float Current Analysis for Lithium-Ion Battery Aging: Insights into SEI Growth and Cathode Lithiation with EIS and ICP OES
2025 Journal of The Electrochemical Society article Engineering Battery Modeling and Management Open access

Mohamed Azzam, Christian Endisch, Dirk Uwe Sauer, Meinert Lewerenz

5

citations
Joint dynamics and efficient initialization techniques for potentials and currents in the P2D battery model
2025 Scientific Reports article Engineering Battery Modeling and Management Open access

Keivan Haghverdi, Dmitri L. Danilov, Grietus Mulder, Luis D. Couto, Rüdiger‐A. Eichel

4

citations
Comprehensive Analysis of Float Current Behavior and Calendar Aging Mechanisms in Lithium‐Ion Batteries
2025 Batteries & Supercaps article Engineering Battery Modeling and Management Open access

Mohamed Azzam, Dirk Uwe Sauer, Christian Endisch, Meinert Lewerenz

4

citations
Detection of abnormal SOH estimates in battery field data using statistical learning
2025 Cell Reports Physical Science article Engineering Battery Modeling and Management Open access

Valentin Steininger, Katharina Lilith Quade, Katharina Rumpf, Stephan Bihn, Jürgen Ringler, Dirk Uwe Sauer, +1 more

3

citations
Optimizing parameter estimation for electrochemical battery model: A comparative analysis of operating profiles on computational efficiency and accuracy
2025 Journal of Power Sources article Engineering Battery Modeling and Management Open access

Feng Guo, Luis D. Couto, Khiem Trad, Grietus Mulder, Keivan Haghverdi, Guillaume Thenaisie

3

citations
Comparative in-operando analysis of lithium-ion cell swelling in pouch cells: Constant force versus foam-buffered quasi-constant force
2026 Journal of Energy Storage article Engineering Battery Modeling and Management Open access

Magdalena Karolina Zywolko, Andrew Paolo Cádiz, Felix Brauchle, Sascha Berg, Egbert Figgemeier

3

citations
Thermal Runaway in Batteries: A Database-Driven Literature Review and Exploratory Statistical Analysis
2026 Batteries article Engineering Battery Modeling and Management Open access

Felix Elsner, Stefan Pischinger

3

citations
Demystifying data-driven approaches for battery electric transportation: Challenges and future directions
2025 eTransportation article Engineering Battery Modeling and Management

Bor Yann Liaw, Weihan Li, Luc H.J. Raijmakers, Lisen Yan, Haider Adel Ali Ali, Anna Windmüller, +3 more

2

citations
Degradation of LiFePO4 batteries after a real hybrid-bus extended application: Investigation of ageing phenomena and heterogeneity of performance
2026 Journal of Energy Storage article Engineering Battery Modeling and Management Open access

Gabriele Sordi, Gian Marco Trippetta, Daniel Luder, S. Berg, W. Li, E. Figgemeier, +3 more

2

citations