Conferences

S. Qaadan, A. Alzamer, M. Mohamed, A. Alshare, A. Popp and B. Schmuelling, "AI Meets Reliability: Predicting Li-Ion Battery SOH with Weibull and Wöhler S-N Models" in 2025 IEEE 9th Forum on Research and Technologies for Society and Industry (RTSI), Tunis, Tunisia, Oct. 2025.

DOI: 10.1109/RTSI64020.2025.11212550

S. Qaadan, A. Alshare, R. Alazrai, A. Alkhalaileh, M. Daoud, M. Z. Ali, A. Popp and B. Schmuelling, "Distribution-Aware Chemistry-Informed Reliability Modeling of Lithium-Ion Batteries with RelAI-Net" in 2025 7th Global Power, Energy and Communication Conference (GPECOM), Bochum, Germany, Jul. 2025.

DOI: 10.1109/GPECOM65896.2025.11061985

H. Fechtner, J. Martini and B. Schmuelling, "A Scenario-Based Analysis of the Availability, Demand, and Application of Second-Life Batteries in Germany for 2030 and 2035" in 9th International Conference on Clean Electrical Power (ICCEP), Sardinia, Italy, Jun. 2025.

DOI: 10.1109/ICCEP65222.2025.11143732

K. Tekaya, M. Boya, H. Fechtner, J. -. Krabbe, M. Nippraschk, Z. Wang and B. Schmuelling, "Analysis and Evaluation of Methods to Reduce Test Duration and Effort for Second-Life Batteries" in IEEE Transportation Electrification Conference 2025, Anaheim, USA, Jun. 2025.

DOI: 10.1109/ITEC63604.2025.11097950

M. Boya, K. Tekaya, U. Spaeth and B. Schmuelling, "Exploring The Methods and Future Directions of Direct Electrical Energy Storage Systems: A Systematic Review" in 9th International Conference on Clean Electrical Power (ICCEP), Sardinia, Italy, Jun. 2025.

DOI: 10.1109/ICCEP65222.2025.11143769

S. Qaadan, A. Alzamer, M. Mohamed, A. Alshare and B. Schmuelling, "Introducing Feature Importance Consistency (FIC) in XAI Models: A Comprehensive Evaluation using Rank Correlation Coefficients" in 2025 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA), Piraeus, Greece, Jun. 2025.

DOI: 10.1109/CIVEMSA65862.2025.11084818

M. Boya, K. Tekaya, A. Popp, H. Fechtner and B. Schmuelling, "Optimizing the Size of Second-Life Batteries for Grid Storage Applications Using a Residual Load Tool" in 9th International Conference on Clean Electrical Power (ICCEP), Sardinia, Italy, Jun. 2025.

DOI: 10.1109/ICCEP65222.2025.11143688

M. Tiemann, M. Boehm, N. Haussmann, M. Clemens and B. Schmuelling, "Profitability and Cost-Effectiveness Analysis of Wireless and Conductive Charging Infrastructure for Autonomous Fleets: Insights From Real-World Data" in IEEE Wireless Power Technology Conference and Expo 2025, Jun. 2025.

DOI: 10.1109/WPTCE62521.2025.11062260

S. Qaadan, A. Alshare, A. Popp, R. Alazrai, M. Daoud, M. Z. Ali and B. Schmuelling, "Weibull Distribution-Informed Neural Networks (WDINNs): A Probabilistic Framework for Enhanced Degradation Prediction in LIBs", Ionics, May 2025.

DOI: 10.1007/s11581-025-06431-w

S. Qaadan, A. Alshare, A. Popp, M. Tiemann, U. Spaeth and B. Schmuelling, "Data on Battery Health and Performance: Analysing Samsung INR21700-50E Cells With Advanced Feature Engineering", Data in Brief, vol. 59, Apr. 2025. Elsevier.

DOI: 10.1016/j.dib.2025.111346

S. Qaadan, A. Alshare, R. Alazrai, A. Popp and B. Schmuelling, "Causal Physics-Infused Hybrid Learning (CPIHL) Framework for Next-Gen Battery Health Forecasting", IEEE Access, vol. 13, pp. 61728-61739, Mar. 2025.

DOI: 10.1109/ACCESS.2025.3556314

M. Tiemann, N. Haussmann, S. Stroka, A. David, M. Clemens and B. Schmuelling, "Evaluation of Magnetic Field Exposure in Wireless Charging Systems for Autonomous Shuttles: Simulation vs. Real-World Measurements" in 2024 Third International Conference on Sustainable Mobility Applications, Renewables and Technology (SMART), (Best Paper Award), Dubai, United Arab Emirates, Nov. 2024, pp. 1-6.

DOI: 10.1109/SMART63170.2024.10815469

S. Qaadan, A. Alshare, A. Popp and B. Schmuelling, "Prediction of Lithium-Ion Battery Health Using GRU-BPP", Batteries, vol. 10, no. 11, Nov. 2024.

DOI: 10.3390/batteries10110399

M. Tiemann, S. Qaadan and B. Schmuelling, "Challenges and Opportunities in Wireless Power Transfer for the Future Electromobility" in 2024 22nd International Conference on Research and Education in Mechatronics (REM), Amman, Jordan, Sep. 2024, pp. 244-249.

DOI: 10.1109/REM63063.2024.10735645

T. Scholz, G. Demirci, F. Pautzke and B. Schmuelling, "Implementation, Analysis and Comparison of Model-Based State Estimators for Lithium-Ion Battery Systems" in 2024 22nd International Conference on Research and Education in Mechatronics (REM), Amman, Jordan, Sep. 2024.

DOI: 10.1109/REM63063.2024.10735535

S. Qaadan, M. Tiemann, A. Popp, A. Ahmed and B. Schmuelling, "Leveraging Artificial Intelligence for Advanced Diagnostics and Life Cycle Assessment of Traction Batteries" in 2024 Third International Conference on Sustainable Mobility Applications, Renewables and Technology (SMART), Dubai, United Arab Emirates, Sep. 2024, pp. 1-8.

DOI: 10.1109/SMART63170.2024.10815545

T. Scholz, M. Dullau, F. Pautzke and B. Schmuelling, "Optimization of In-Situ State of Health Analysis Using Conventional Charging Infrastructure Considering Workshop Applications" in 2024 22nd International Conference on Research and Education in Mechatronics (REM), Amman, Jordan, Sep. 2024.

DOI: 10.1109/REM63063.2024.10735604

S. Kremzow-Tennie, M. Jaziri, F. Pautzke and B. Schmuelling, "Understanding the Fast-Charging Performance of Modern Electric Vehicles Through a Data Driven Approach" in 2024 22nd International Conference on Research and Education in Mechatronics (REM), Amman, Jordan, Sep. 2024.

DOI: 10.1109/REM63063.2024.10735579

U. Spaeth, A. Popp, H. Fechtner and B. Schmuelling, "Dynamic Vehicle Mass Estimation of Articulated Battery Trolleybuses for Integration in a Smart Trolley Grid" in IEEE Transportation Electrification Conference & Expo 2024 (iTEC), Jun. 2024.

DOI: 10.1109/ITEC60657.2024.10598991

A. Popp, U. Spaeth and B. Schmuelling, "Fast Screening and Sorting of Commercially Available Second-Life-Batteries from Former Mobility Applications for Construction of Small Energy Storage Systems" in IEEE Transportation Electrification Conference & Expo 2024 (iTEC), Jun. 2024.

DOI: 10.1109/ITEC60657.2024.10599066

U. Spaeth, A. Popp, H. Fechtner, A. Cichon and B. Schmuelling, "Self-consumption Optimization of Balcony Solar Systems Using a Load-controlled Battery Storage" in 2023 10th International Conference on Power and Energy Systems Engineering (CPESE), Nov. 2023.

DOI: 10.1109/CPESE59653.2023.10303065

A. David, M. Tiemann, N. Haussmann, S. Stroka, M. Clemens and B. Schmuelling, "Electromagnetic Compatibility Evaluation of Wireless Charging Systems for Public Spaces: Wireless Power Transfer for Taxis", IEEE Industry Applications Magazine, pp. 2-10, Nov. 2023.

DOI: 10.1109/MIAS.2023.3325047

N. Haussmann, S. Stroka, B. Schmuelling and M. Clemens, "GPU-accelerated body-internal electric field exposure simulation using low-frequency magnetic field sampling points", COMPEL: The international journal for computation and mathematics in electrical and electronic engineering, vol. 42, no. 5, pp. 982-992, Oct. 2023.

DOI: 10.1108/COMPEL-01-2023-0020

A. Popp, H. Fechtner, T. Scholz, S. Kremzow-Tennie, F. Pautzke and B. Schmuelling, "Challenges in the Real-World Evaluation of Traction Batteries at the End of their First Life" in 33rd European Safety and Reliability Conference (ESREL 2023), Sep. 2023.

DOI: 10.3850/978-981-18-8071-1_P258-cd

A. David, M. Tiemann, M. Clemens and B. Schmuelling, "Magnetic Field Analysis of 50 kW Wireless Power Transfer System for Heavy Duty Vehicles", IEEE Transactions on Magnetics, Aug. 2023.

DOI: 10.1109/TMAG.2023.3306809

Publications at International Conferences and in Technical Journals