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Gonca Gürses-Tran was employed as a research associate at the Automation of Complex Power Systems Institute from August 2018 to July 2022.
Following her project work in H2020 InterFlex, where she worked on model predictive control of microgrids, Ms. Gürses-Tran took over the leading position in H2020 CoordiNet. In CoordiNet, she mainly worked on business model developments and supported the Nordic demonstrator with day-ahead forecasts based on machine learning.
Since the end of 2019, Ms. Gürses-Tran took over the role in project and strategy development with a main focus on energy technology topics.

During her time at ACS, Ms. Gürses-Tran was responsible for the handling of the basic course System Theory 2, where she was particularly involved in new, digital content and student support.

In the context of her dissertation, Ms. Gürses-Tran is working on the central role of reliable prediction methods for the coordination of distribution and transmission grid congestion.

 

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