| Comprehensive Comparative Analysis of Deep Learning-based State-of-charge Estimation Algorithms for Cloud-based Lithium-ion Battery Management Systems D Karnehm, A Samanta, L Anekal, S Pohlmann, A Neve, S Williamson IEEE Journal of Emerging and Selected Topics in Industrial Electronics, 2024 | 9 | 2024 |
| Introduction of a cloud computing architecture for the condition monitoring of a reconfigurable battery system for electric vehicles D Karnehm, S Pohlmann, A Wiedenmann, M Kuder, A Neve 2023 6th Conference on Cloud and Internet of Things (CIoT), 29-33, 2023 | 8 | 2023 |
| Five-Layer IoT and Fog Computing Framework Towards Digital Twinning of Battery Management Systems for e-Transportation D Karnehm, A Samanta, A Neve, S Williamson 2024 4th International Conference on Smart Grid and Renewable Energy (SGRE), 1-7, 2024 | 6 | 2024 |
| State-of-charge (SoC) balancing of battery modular multilevel management (BM3) converter using Q-learning D Karnehm, S Pohlmann, A Neve 2023 IEEE Green Technologies Conference (GreenTech), 107-111, 2023 | 6 | 2023 |
| State-of-charge estimation of lithium-ion batteries using machine learning based on augmented data S Pohlmann, D Karnehm, A Mashayekh, M Kuder, A Gieraths, T Weyh 2022 International Conference on Smart Energy Systems and Technologies (SEST …, 2022 | 6 | 2022 |
| Controlling algorithm of reconfigurable battery for state of charge balancing using amortized Q-learning D Karnehm, W Bliemetsrieder, S Pohlmann, A Neve Batteries 10 (4), 131, 2024 | 5 | 2024 |
| State-of-Health prediction of lithium-ion batteries based on a low dimensional Gaussian Process Regression S Pohlmann, A Mashayekh, F Stroebl, D Karnehm, M Kuder, A Neve, ... Journal of Energy Storage 88, 111649, 2024 | 4 | 2024 |
| A high performance simulation framework for battery modular multilevel management converter D Karnehm, N Sorokina, S Pohlmann, A Mashayekh, M Kuder, A Gieraths 2022 International Conference on Smart Energy Systems and Technologies (SEST …, 2022 | 4 | 2022 |
| Towards Digital Twining of Lithium-ion Battery Management Systems: An Extended Kalman Filter for State-of-Charge Estimation in Cloud-platform D Karnehm, L Anekal, A Samanta, A Neve, S Williamson 2023 IEEE Energy Conversion Congress and Exposition (ECCE), 6524-6525, 2023 | 2 | 2023 |
| High Performance Simulation Framework of Three-Phase Battery Modular Multilevel Management Converter System D Karnehm, N Sorokina, S Pohlmann, M Ackermann, M Kuder, A Gieraths IECON 2022–48th Annual Conference of the IEEE Industrial Electronics Society …, 2022 | 2 | 2022 |
| Multilevel Inverter based Battery System Operation using a Decentralized Controller F Schwitzgebel, J Buberger, M Kuder, D Karnehm, N Sorokina, ... 2022 International Conference on Smart Energy Systems and Technologies (SEST …, 2022 | 2 | 2022 |
| Universal Data Specification and Real-time Data Streaming Architecture for Cloud-based Battery Management Systems D Karnehm, A Samanta, M Hohenegger, N Tashakor, SM Goetz, M Kuder, ... IEEE Journal of Emerging and Selected Topics in Power Electronics, 2024 | 1 | 2024 |
| Voltage Relaxation Pattern Recognition for Efficient Sorting of Healthy Cells for Second-life Applications of Retired Electric Vehicle Batteries A Samanta, D Karnehm, A Neve, S Williamson 2024 IEEE International Conference on Industrial Technology (ICIT), 1-6, 2024 | 1 | 2024 |
| Core Temperature Estimation of Lithium-Ion Batteries Using Long Short-Term Memory (LSTM) Network and Kolmogorov-Arnold Network (KAN) D Karnehm, A Samanta, C Rosenmüller, A Neve, S Williamson Authorea Preprints, 2024 | 1 | 2024 |
| Data compression methodology for electric vehicle battery packs utilizing polynomial coding D Karnehm, A Neve Available at SSRN 4819819, 2024 | 1 | 2024 |
| State of Charge Prediction of Lithium-Ion Batteries Based on Artificial Neural Networks and Reduced Data S Pohlmann, A Mashayekh, D Karnehm, M Kuder, A Gieraths, T Weyh 2022 24th European Conference on Power Electronics and Applications (EPE'22 …, 2022 | 1 | 2022 |
| Temporal Sensitivity Analysis of Internal Temperature Informed Charging Algorithms and Rapid Thermal Management System for E-mobility A Samanta, C Chetri, D Karnehm, A Neve, S Williamson 2024 IEEE Energy Conversion Congress and Exposition (ECCE), 2302-2304, 2024 | | 2024 |
| Adaptive Compressing Electric Vehicle Battery Pack Measurements using Polynomial Coding D Karnehm, A Neve 2024 IEEE International Conference on Smart Mobility (SM), 141-146, 2024 | | 2024 |
| A Resource-Constrained Polynomial Regression Approach for Voltage Measurement Compression in Electric Vehicle Battery Packs D Karnehm, A Neve Batteries 10 (9), 305, 2024 | | 2024 |
| Data-informed Healthy Cell Clustering Technique for Second-life Applications of Retired Electric Vehicle Batteries A Samanta, D Karnehm, A Neve, S Williamson 2024 IEEE Transportation Electrification Conference and Expo (ITEC), 1-5, 2024 | | 2024 |
