Physics-informed geometric deep learning for inference tasks in power systems
Jongh, S. de; Gielnik, F.; Mueller, F.; Schmit, L.; Suriyah, M.; Leibfried, T.
2022. Electric Power Systems Research, 211, Article no: 108362. doi:10.1016/j.epsr.2022.108362

Time-Domain Dynamic State Estimation for Three-Phase Power Systems
Pfeifer, M.; Müller, F.; Jongh, S. de; Gielnik, F.; Leibfried, T.; Hohmann, S.
2022. Journal of modern power systems and clean energy

An Optimal Power Flow Algorithm for the Simulation of Energy Storage Systems in Unbalanced Three-Phase Distribution Grids
Held, L.; Mueller, F.; Steinle, S.; Barakat, M.; Suriyah, M. R.; Leibfried, T.
2021. Energies, 14 (6), Article no: 1623. doi:10.3390/en14061623

Time-Dependent Flexibility Potential of Heat Pump Systems for Smart Energy System Operation
Steinle, S.; Zimmerlin, M.; Mueller, F.; Held, L.; Suriyah, M. R.; Leibfried, T.
2020. Energies, 13 (4), Article: 903. doi:10.3390/en13040903

Case Study with Comparison of Home Energy Optimization and Control Algorithms
Mueller, F.; Jongh, S. de; Mu, X.; Suriyah, M.; Leibfried, T.
2022. CIRED Porto Workshop 2022 E-mobility and power distribution systems, Porto, Portugal, 2-3 Juni 2022

Learning Parameters and Topology in Unbalanced Distribution Grids
Jongh, S. de; Gielnik, F.; Mueller, F.; Schneider, A.; Suriyah, M. R.; Leibfried, T.
2022. CIRED workshop on E-mobility and power distribution systems, Porto, P, 2-3 June 2022

Auswirkungen von Wärmepumpen und Elektromobilität auf die Niederspannungsnetze in Baden-Württemberg : Ein Szenarienvergleich
Mueller, F.; Geßner, T.; Zimmerlin, M.; Liebhart, J.; Suriyah, M.; Leibfried, T.
2022. Zukünftige Stromnetze 2022

Impact of Dynamic Wind Power Feed-In on the Storage Capacity of the German Gas Transmission Grid
Mueller, F.; Jongh, S. de; Mu, X.; Held, L.; Suriyah, M.; Leibfried, T.
2021. International Conference and Exhibition on Electricity Distribution (CIRED 2021). doi:10.1049/icp.2021.1498

Towards the explicit dynamic modeling of distribution grids in the time-domain
Gielnik, F.; Mueller, F.; Jongh, S.; Pfeifer, M.; Suriyah, M.; Hohmann, S.; Leibfried, T.
2021. CIRED 2021 Geneve (CIRED 2021), 20-23 September 2021, 1400–1404, Institution of Engineering and Technology (IET)

Neural Predictive Control for the Optimization of Smart Grid Flexibility Schedules
Jongh, S. de; Steinle, S.; Hlawatsch, A.; Mueller, F.; Suriyah, M.; Leibfried, T.
2021. 56th International Universities Power Engineering Conference (UPEC), 1–6, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/UPEC50034.2021.9548179

Machine-learning-based Bayesian state estimation in electrical energy systems
Jongh, S. de; Mueller, F.; Li, H.; Georgieva, B.; Suriyah, M.; Leibfried, T.
2021. CIRED 2020 Berlin Workshop (CIRED 2020), 22-23 September 2020, 341–344, Institution of Engineering and Technology (IET). doi:10.1049/oap-cired.2021.0053

Betrieb eines Batteriespeicher zur Netzentlastung während Ladevorgängen von Elektrofahrzeugen
Held, L.; Müller, F.; Suriyah, M. R.; Leibfried, T.; Vasile, P.; Böttcher, N.; Wunsch, M.
2021. Tagung Zukünftige Stromnetze, 27./28. Januar und 3./4. Februar 2021, Online

Calculation of peak load and diversity factors in unbalanced low voltage grids
Held, L.; Müller, F.; Geis-Schroer, J.; Wirth, J.; Suriyah, M. R.; Leibfried, T.
2021. CIRED 2021 - The 26th International Conference and Exhibition on Electricity Distribution. Hrsg. IET, 2411–2415, Institution of Engineering and Technology (IET). doi:10.1049/icp.2021.1884

Utilization of battery storage for peak power reduction of electric vehicle charging in an underground parking space
Held, L.; Mueller, F.; Suriyah, M.; Leibfried, T.; Holder, R.; Wunsch, M.; Konermann, M.
2021. ETG-Kongress 2021, das Gesamtsystem im Fokus der Energiewende : 18.-19. Mai 2021, Online-Veranstaltung / VDE, ETG, 330–335, VDE Verlag

An Optimal Power Flow Algorithm for the Simulation of Energy Storage Systems in Unbalanced Three-Phase Distribution Grids
Held, L.; Barakat, M.; Müller, F.; Suriyah, M. R.; Leibfried, T.
2020. 2020 55th International Universities Power Engineering Conference (UPEC), Torino, Italy, 1-4 Sept. 2020, 1–6, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/UPEC49904.2020.9209815

Spatio-Temporal Short Term Photovoltaic Generation Forecasting with Uncertainty Estimates using Machine Learning Methods
Jongh, S. de; Riedel, T.; Mueller, F.; Yacoub, A. E.; Suriyah, M.; Leibfried, T.
2020. 2020 55th International Universities Power Engineering Conference (UPEC), Torino, Italy, 1-4 Sept. 2020, 1–6, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/UPEC49904.2020.9209764

Congestion Management of the German Transmission Grid through Sector Coupling: A Modeling Approach
Mueller, F.; Hentschel, P.; Jongh, S. de; Held, L.; Suriyah, M.; Leibried, T.
2020. 55th International Universities Power Engineering Conference (UPEC). 2020, 1–6, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/UPEC49904.2020.9209822

Optimal and Efficient Real Time Coordination of Flexibility Options in Integrated Energy Systems
Zimmerlin, M.; Littig, D.; Held, L.; Mueller, F.; Karakus, C.; Suriyah, M. R.; Leibfried, T.
2019. Internationaler ETG-Kongress 2019. Das Gesamtsystem im Fokus der Energiewende, VDE Verlag

Flexibility Determination of Distributed Energy Resources, Storage Systems and Heating Units considering Load and Feed-In Uncertainty
Zimmerlin, M.; Popa, O.; Held, L.; Mueller, F.; Suriyah, M.; Leibfried, T.
2019. CIRED 2019 Proceedings, Paper n° 549, Association des Ingénieurs de Montefiore (AIM). doi:10.34890/115

Machine learning based state-estimation in sector coupled energy distribution systems
Jongh, S. de; Müller, F.; Georgieva, B.; Suriyah, M.; Leibfried, T.
2019. 5th International Conference on Smart Energy Systems in Copenhagen, on 10-11 September 2019. Aalborg Universitet. Book of Abstracts. Ed.: H. Lund, 232

Comparison of multi-timestep Optimization Methods for Gas Distribution Grids
Müller, F.; Zimmerlin, M.; Jongh, S. de; Suriyah, M. R.; Leibfried, T.
2019. 2019 54th International Universities Power Engineering Conference (UPEC): Proceedings, 3-6 September 2019, Bucharest, Romania, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/UPEC.2019.8893536

Mixed Integer Nonlinear Optimization of Coupled Power and Gas Distribution Network Operation
Zimmerlin, M.; Mueller, F.; Wilferth, M.; Held, L.; Suriyah, M. R.; Leibfried, T.
2018. 53rd International Universities Power Engineering Conference, UPEC 2018; Glasgow Caledonian University (GCU)Cowcaddens RoadGlasgow; United Kingdom; 4 September 2018 through 7 September 2018, Art. Nr.: 8541984, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/UPEC.2018.8541984

Locating Faults in Distribution Systems in the Presence of Distributed Generation using Machine Learning Techniques
Maruf, H. M. M.; Müller, F.; Hassan, M. S.; Chowdhury, B.
2018. 9th IEEE International Symposium on Power Electronics for Distributed Generation Systems, PEDG 2018; Charlotte; United States; 25 June 2018 through 28 June 2018, Art. Nr.: 8447728, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/PEDG.2018.8447728