Publications

Gürses-Tran, Gonca; Körner, Tobias Alexander; Monti, Antonello; "Introducing explainability in sequence-to-sequence learning for short-term load forecasting"; Electric power systems research, 212, 108366
Ruwaida, Yvonne; Chaves-Avila, Jose Pablo; Etherden, Nicholas; Gomez-Arriola, Ines; Gürses-Tran, Gonca; Kessels, Kris; Madina, Carlos; Sanjab, Anibal; Santos-Mugica, Maider; Trakas, Dimitris N.; Troncia, Matteo; "TSO-DSO-Customer coordination for purchasing flexibility system services: Challenges and lessons learned from a demonstration in Sweden"; IEEE transactions on power systems, 37, 1-13
Gürses-Tran, Gonca; Monti, Antonello; "Advances in Time Series Forecasting Development for Power Systems Operation with MLOps"; Forecasting, 4, 501-524
Burg, Leonard; Gürses-Tran, Gonca; Madlener, Reinhard; Monti, Antonello; "Comparative Analysis of Load Forecasting Models for Varying Time Horizons and Load Aggregation Levels"; Energies, 14, 7128
Gürses-Tran, Gonca; Monti, Antonello; Vanschoenwinkel, Janka; Kessels, Kris; Chaves-Ávila, José Pablo; Lind, Leandro; "Business use case development for TSO-DSO interoperable platforms in large-scale demonstrations"; CIRED : open access proceedings journal, 2020, 672-674
Gürses-Tran, Gonca; Flamme, Hendrik; Monti, Antonello; "Probabilistic Load Forecasting for Day-Ahead Congestion Mitigation"; 2020 International Conference on Probabilistic Methods Applied to Power Systems (PMAPS) : August 18-21, 2020, Liège, Belgium : conference proceedings, 6 Seiten
Adema, Jens; Albers, Stefan; Doum, Thorben; Fenger, Thomas; Fischer, Ralf; Graus, Marcel; Gürses-Tran, Gonca; Hacker, Doris; Hicking, Jan; Kölle, Sarai; Krug, Anna; Maresch, Saskia; Nehmeyer, Andreas; Nienke, Steffen; Reschke, Jan; Roscher, Marco; Seyfarth, Markus; Stehmann, Sascha; Steinlein, Felix; Terjung, Lennart; Tücks, Gregor; Zuchold, Uwe; Schuh, Günther (Editor); Stich, Volker (Editor); "FlAixEnergy : innovative Energieflexibilitätsplattform zur Synchronisation und Vermarktung des regionalen Stromverbrauchs industrieller Anwender mit dezentraler Energieerzeugung in der Modellregion Aachen"; FIR-Edition Forschung 24
Schwarz, Sebastian; Flamme, Hendrik; Gürses-Tran, Gonca; Cupelli, Marco; Monti, Antonello; "Agent-based Power Scheduling Framework for Interconnected Local Energy Communities Incorporating DSO Objectives"; IECON 2019 - 45th Annual Conference of the IEEE Industrial Electronics Society : Convention Center, Lisbon, Portugal, 14-17 October, 2019 : proceedings / organized by Universidade Nova de Lisboa ; sponsored by IEEE, IEEE Industrial Electronics Society (IES), 6642-6648
Gürses-Tran, Gonca; Mildt, Dominik Alexander Lukas; Hirst, Michael; Cupelli, Marco; Monti, Antonello; "MPC based energy management optimization for a European microgrid implementation"; 25th International Conference on Electricity Distribution : Madrid, 3-6 June 2019, 1908, 1-5
Gürses-Tran, Gonca; Madlener, Reinhard; Garrison, Jared; "Economic and Operational Assessment of Established and New Reserve Methods and Metrics for Electric Grids with High Shares of Renewables"; [1st AIEE Energy Symposium Current and Future Challenges to Energy Security, AIEE 2016, 30.11.2016-02.12.2016, Milan, Germany]
Schacht, Daniel; Gürses-Tran, Gonca; Vennegeerts, Hendrik; Keune, Björn; Greulich, Manuel; Frings, Robert; "Design & Analysis of an Improved Fault Localization Scheme for Secondary Substation Automation"; 23rd International Conference on Electricity Distribution : Lyon, 15-18 June 2015, 0676, 1-5