M.Sc. Steven de Jongh
- Wissenschaftlicher Mitarbeiter
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- Raum: 310
- Tel.: +49 721 608-43065
- steven dejonghOtc5∂kit edu
Aufgabengebiete
Forschungsgebiet: „Selbstlernende Algorithmen zur Optimierung des Energiesystems“
| Titel | Forschungsthema | Betreuer | Bearbeiter |
|---|---|---|---|
| Dynamische Netzzustandsschätzung mittels Physics-Informed Neural Networks | Fabian Osterberg |
||
| Datengestützte Optimierung zur Auslegung sektorgekoppelter Energiesysteme | Linus Thrän |
||
| Datengetriebene Modellbildung für elektrische Verteilnetze | Luis Jordan |
||
| Input-konvexe neuronale Netze zur Netzregelung | Haiwei Liang |
Veröffentlichungen
Proceedingsbeiträge
Impact of Dynamic Wind Power Feed-In on the Storage Capacity of the German Gas Transmission Grid.
Mueller, F.; de Jongh, S.; Mu, X.; Held, L.; Suriyah, M.; Leibfried, T.
2021. International Conference and Exhibition on Electricity Distribution (CIRED 2021)
Mueller, F.; de Jongh, S.; Mu, X.; Held, L.; Suriyah, M.; Leibfried, T.
2021. International Conference and Exhibition on Electricity Distribution (CIRED 2021)
Neural Predictive Control for the Optimization of Smart Grid Flexibility Schedules.
de Jongh, S.; 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
de Jongh, S.; 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.
de Jongh, S.; 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
de Jongh, S.; 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
Spatio-Temporal Short Term Photovoltaic Generation Forecasting with Uncertainty Estimates using Machine Learning Methods.
de Jongh, S.; 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
de Jongh, S.; 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.; de Jongh, S.; 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
Mueller, F.; Hentschel, P.; de Jongh, S.; 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
Machine learning based state-estimation in sector coupled energy distribution systems.
de Jongh, S.; 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
de Jongh, S.; 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.; de Jongh, S.; 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
Müller, F.; Zimmerlin, M.; de Jongh, S.; 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