Číslo projektu:

1/0490/23

Názov projektu:

Ekonomicky efektívne prediktívne riadenie microgridov

Grantová schéma:

VEGA

Typ projektu:

Výskumné projekty VEGA

Začiatok projektu:

01.01.2023

Koniec projektu:

31.12.2026

Zodpovedný riešiteľ za STU:

Michal Kvasnica

Zástupca zodpovedného riešiteľa:

Martin Klaučo

Riešitelia:

Tereza Ábelová, Peter Bakaráč, Kristína Fedorová, Matúš Furka, Juraj Holaza, Michaela Horváthová, Karol Kiš, Roman Kohút, Amirhosein Mosavi, Rudolf Trautenberger, Patrik Valábek, Marek Wadinger

2025

1. R. Kohút – M. Klaučo – M. Kvasnica: Unified carbon emissions and market prices forecasts of the power grid. Applied Energy, zv. 377, 2025.

2024

1. D. Efremov – T. Haniš – M. Klaučo: Vehicle and Wheels Stability Defined Using Driving Envelope Protection Algorithm. IEEE Transactions on Intelligent Transportation Systems, str. 1–13, 2024.
2. J. Holaza – P. Bakaráč – J. Oravec: Revisiting Reachability-Driven Explicit MPC for Embedded Control. European Journal of Control, zv. 78, str. 101019, 2024.   Zenodo
3. M. Klaučo – P. Valábek: Application of Machine Learning in Accelerating MPC for Chemical Processes. V 12th IFAC Symposium on Advanced Control of Chemical Processes, 2024.   Zenodo
4. P. Valábek – M. Fikar – M. Klaučo: Enhancing Closed-Loop Performance in Manufacturing Processes Using Universal Controller Tuning for Industrial Practice. V 12th IFAC Symposium on Advanced Control of Chemical Processes, str. 375–380, 2024.   Zenodo
5. M. Wadinger – M. Kvasnica: Adaptable and Interpretable Framework for Anomaly Detection in SCADA-based industrial systems. Expert Systems with Applications, č. 123200, zv. 246, 2024.   Zenodo

2023

1. T. Ábelová – K. Fedorová – M. Kvasnica: Optimization-Based Power Distribution Method for State-of-Charge Balancing of Battery Storage Systems. Editor(i): R. Paulen and M. Fikar, V 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.
2. T. Ábelová – R. Kohút – K. Fedorová – M. Kvasnica: Risk-Aware Stochastic Energy Management of Microgrid with Battery Storage and Renewables. V IFAC World Congress 2023, Yokohama, Japan, 2023.   Zenodo
3. K. Fedorová – T. Ábelová – M. Kvasnica: Dynamic Power Purchase Agreement. Editor(i): R. Paulen and M. Fikar, V Proceedings of the 2023 24th International Conference on Process Control, IEEE, Slovak University of Technology in Bratislava, Radlinského 9, 81237, Bratislava, Slovakia, 2023.   Zenodo
4. K. Fedorová – Y. Jiang – J. Oravec – C. Jones – M. Kvasnica: A Generalized Stopping Criterion for Real-Time MPC with Guaranteed Stability. V 62nd IEEE Conference on Decision and Control, IEEE, Singapore, str. 4705–4710, 2023.   Zenodo
5. R. Kohút – M. Kvasnica: Power Output Reconstruction of Photovoltaic Curtailment. Editor(i): R. Paulen and M. Fikar, V Proceedings of the 2023 24th International Conference on Process Control, IEEE, Slovak University of Technology in Bratislava, Radlinského 9, 81237, Bratislava, Slovakia, 2023.   Zenodo
6. R. Kohút – E. Pavlovičová – K. Fedorová – J. Oravec – M. Kvasnica: Real-Time Deep-Learning-Driven Parallel MPC. V 62nd IEEE Conference on Decision and Control, IEEE, Singapore, 2023.   Zenodo
7. P. Valábek – M. Klaučo: Generation of MPC-like Explicit Control Laws with Reinforcement Machine Learning. Editor(i): R. Paulen and M. Fikar, V 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.   Zenodo