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

Publications

Article in journal

  1. K. FedorováP. BakaráčM. Kvasnica: Agile Manoeuvres using Model Predictive Control. Acta Chimica Slovaca, no. 1, vol. 12, pp. 136–141, 2019.

Article in conference proceedings

  1. T. ÁbelováK. FedorováM. 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.
  2. T. ÁbelováR. KohútK. FedorováM. Kvasnica: Risk-Aware Stochastic Energy Management of Microgrid with Battery Storage and Renewables. In IFAC World Congress 2023, Yokohama, Japan, 2023.   Zenodo
  3. K. FedorováT. ÁbelováM. 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
  4. 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
  5. R. KohútE. PavlovičováK. FedorováJ. OravecM. Kvasnica: Real-Time Deep-Learning-Driven Parallel MPC. In 62nd IEEE Conference on Decision and Control, IEEE, Singapore, 2023.   Zenodo
  6. K. FedorováM. Kvasnica: Predictive Thermal Management of an Industrial Battery Energy Storage System. In 2022 Cybernetics & Informatics (K&I), 2022.
  7. K. FedorováR. KohútM. 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.
  8. R. KohútL. GalčíkováK. FedorováT. 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.
  9. K. FedorováP. BakaráčM. 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

  1. K. Fedorová: Decentralized Machine Learning and Optimization. Master's thesis, ÚIAM FCHPT STU v Bratislave, Radlinského 9, 812 37 Bratislava, 2020.

Bachelor's thesis

  1. K. Fedorová: Robotic Optimization (in Slovak). Bachelor's thesis, UIAM FCHPT STU v Bratislave, Radlinského 9, 812 37 Bratislava, 2018.
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