- Position:
- Lecturer
PhD student - Department:
- Department of Information Engineering and Process Control (DIEPC)
- Room:
- NB 633
- eMail:
- Home page:
- https://www.uiam.sk/~fedorova
- Phone:
- +421 259 325 176
- ORCID iD:
- 0000-0002-6064-4444
- WoS ResearcherID:
- ABD-4403-2020
- Google Scholar:
- fJmkjssAAAAJ
- Availability:
Publications
Article in journal
- K. Fedorová – P. Bakaráč – M. Kvasnica: Agile Manoeuvres using Model Predictive Control. Acta Chimica Slovaca, no. 1, vol. 12, pp. 136–141, 2019.
Article in conference proceedings
- 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. Zenodo
- K. Fedorová – Y. Jiang – J. Oravec – C. Jones – M. Kvasnica: A Generalized Stopping Criterion for Real-Time MPC with Guaranteed Stability. In 62nd IEEE Conference on Decision and Control, IEEE, Singapore, pp. 4705–4710, 2023. Zenodo
- R. Kohút – E. Pavlovičová – K. Fedorová – J. Oravec – M. Kvasnica: Real-Time Deep-Learning-Driven Parallel MPC. In 62nd IEEE Conference on Decision and Control, IEEE, Singapore, 2023. Zenodo
- K. Fedorová – M. Kvasnica: Predictive Thermal Management of an Industrial Battery Energy Storage System. In 2022 Cybernetics & Informatics (K&I), 2022.
- K. Fedorová – R. Kohút – M. Kvasnica: Streamlining Active Set Method in MPC using Cache Memory. In Preprints of the 7th IFAC Conference on Nonlinear Model Predictive Control, IFAC-PapersOnLine, Bratislava, Slovakia, no. 6, vol. 54, 2021.
- R. Kohút – L. Galčíková – K. Fedorová – T. Ábelová – M. Bakošová – M. Kvasnica: Hidden Markov Model-based Warm-start of Active Set Method in Model Predictive Control. Editor(s): R. Paulen and M. Fikar, In Proceedings of the 23rd International Conference on Process Control, IEEE, Slovak University of Technology, 2021.
- K. Fedorová – P. Bakaráč – M. Kvasnica: Comparison of Two Approaches to Agile Manoeuvres via MPC. Editor(s): M. Fikar and M. Kvasnica, In Proceedings of the 22nd International Conference on Process Control, Slovak Chemical Library, Štrbské Pleso, Slovakia, 2019.
Master's thesis
- K. Fedorová: Decentralized Machine Learning and Optimization. Master's thesis, ÚIAM FCHPT STU v Bratislave, Radlinského 9, 812 37 Bratislava, 2020.
Bachelor's thesis
- K. Fedorová: Robotic Optimization (in Slovak). Bachelor's thesis, UIAM FCHPT STU v Bratislave, Radlinského 9, 812 37 Bratislava, 2018.
Institute of Information Engineering, Automation and Mathematics was established in 1.1.2006 from two departments: Department of Information Engineering and Process Control and Department of Mathematics.
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