Publikationen

Synthesizing Distribution Grid Congestion Data Using Multivariate Conditional Time Series Generative Adversarial Networks
Demirel, G.; Hauf, J.; Butt, H.; Förderer, K.; Schäfer, B.; Hagenmeyer, V.
2025. 2024 IEEE Sustainable Power and Energy Conference (iSPEC), 385–390, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/iSPEC59716.2024.10892479

PIDE: Photovoltaic integration dynamics and efficiency for autonomous control on power distribution grids
Demirel, G.; Fernengel, N.; Grafenhorst, S.; Förderer, K.; Hagenmeyer, V.
2025. Energy Informatics, 8 (1), 32. doi:10.1186/s42162-025-00489-6

Impact and Integration of Mini Photovoltaic Systems on Electric Power Distribution Grids
Demirel, G.; Grafenhorst, S.; Förderer, K.; Hagenmeyer, V.
2025. Energy Informatics – 4th Energy Informatics Academy Conference, EI.A 2024, Kuta, Bali, Indonesia, October 23–25, 2024, Proceedings, Part II. Ed.: B. Jørgensen, 247–265, Springer Nature Switzerland. doi:10.1007/978-3-031-74741-0_16

Grid Aware Portfolio Optimization of a Multi-Energy DER
Grafenhorst, S.; Demirel, G.; Förderer, K.; Hagenmeyer, V.
2024. 2024 IEEE Sustainable Power and Energy Conference (iSPEC), Kuching, Sarawak, 24th-27th November 2024, 245–250, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/iSPEC59716.2024.10892444

Impact and Integration of Mini Photovoltaic Systems on Electric Power Distribution Grids
Demirel, G.; Grafenhorst, S.; Förderer, K.; Hagenmeyer, V.
2024. arxiv

Dealing with Uncertainty in Future Power Distribution Grid with Reinforcement Learning
Demirel, G.
2022, November 11. International Workshop "Challenges and Opportunities in Modern European Power Systems" (2022), Belfast, Vereinigtes Königreich, 10.–11. November 2022

Data Fusion and State Estimation Using Belief Propagation in Gas Distribution Networks
Demirel, G.; Jongh, S. de; Müller, F.; Leibfried, T.
2022. 57th International Universities Power Engineering Conference, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/UPEC55022.2022.9917770