- Project number:
- 1/0490/23
- Title of the project:
- Economically Efficient Predictive Control of Microgrids
- Grant scheme:
- VEGA
- Project type:
- VEGA Research Projects
- Project duration (start):
- 01.01.2023
- Project duration (end):
- 31.12.2026
- Principal investigator for STU:
- Michal Kvasnica
- Deputy investigator:
- Martin Klaučo
- Investigators:
- Tereza Ábelová, Peter Bakaráč, Kristína Fedorová, Matúš Furka, Karol Kiš, Roman Kohút, Amirhosein Mosavi
The content of the project, which falls into the scientific field of automation, is basic research in the development of a comprehensive concept of design, synthesis and implementation of an automated system for cost-effective management of local power systems (microgrids) where own consumption is partially or completely covered by own production sources (often renewable energy sources such as solar panels and wind turbines), supplemented by energy storage systems and rotating assets. The proposed system will ensure the optimal utilization of individual assets so that the economy of operation is maximized and adverse effects on the environment are minimized. The main advantage of the proposed solution compared to the existing approaches is the integrity and conceptuality of the entire system, where the individual modules communicate with each other and increase the economic profitability of the entire system through a synergistic effect.
Publications
2023
- T. Ábelová – K. Fedorová – M. Kvasnica: Optimization-Based Power Distribution Method for State-of-Charge Balancing of Battery Storage Systems. Editor(s): R. Paulen and M. Fikar, In Proceedings of the 24th International Conference on Process Control - Summaries Volume, Slovak Chemical Library, Slovak University of Technology in Bratislava, Radlinského 9, SK812-37, Bratislava, Slovakia, 2023.
- T. Ábelová – R. Kohút – K. Fedorová – M. Kvasnica: Risk-Aware Stochastic Energy Management of Microgrid with Battery Storage and Renewables. In IFAC World Congress 2023, Yokohama, Japan, 2023. Zenodo
- K. Fedorová – T. Ábelová – M. Kvasnica: Dynamic Power Purchase Agreement. Editor(s): R. Paulen and M. Fikar, In Proceedings of the 2023 24th International Conference on Process Control, IEEE, Slovak University of Technology in Bratislava, Radlinského 9, 81237, Bratislava, Slovakia, 2023.
- R. Kohút – M. Kvasnica: Power Output Reconstruction of Photovoltaic Curtailment. Editor(s): R. Paulen and M. Fikar, In Proceedings of the 2023 24th International Conference on Process Control, IEEE, Slovak University of Technology in Bratislava, Radlinského 9, 81237, Bratislava, Slovakia, 2023.
- P. Valábek – M. Klaučo: Generation of MPC-like Explicit Control Laws with Reinforcement Machine Learning. Editor(s): R. Paulen and M. Fikar, In Proceedings of the 24th International Conference on Process Control - Summaries Volume, Slovak Chemical Library, Slovak University of Technology in Bratislava, Radlinského 9, SK812-37, Bratislava, Slovakia, 2023.
Investigators
Responsibility for content: prof. Ing. Michal Kvasnica, PhD.
Last update:
29.04.2022 8:15