Institute of Information Engineering, Automation, and Mathematics

Ing. Ján Drgoňa

Position:
PhD student
Department:
Department of Information Engineering and Process Control (DIEPC)
Room:
NB 647
eMail:
Home page:
https://www.uiam.sk/~drgona/
Phone:
+421 259 325 349
Research activities:
Model Predictive Control, Building temperature and comfort control, Process control (distillation)
Availability:

Publications

Article in journal

  1. J. Drgoňa – K. Kiš – A. Tuor – D. Vrabie – M. Klaučo: Differentiable predictive control: Deep learning alternative to explicit model predictive control for unknown nonlinear systems. Journal of Process Control, vol. 116, pp. 80–92, 2022.
  2. J. Drgoňa – J. A. Bastida – I. C. Figueroa – D. Blum – K. Arendt – D. Kim – E. P. Ollé – J. Oravec – M. Wetter – D. Vrabie – L. Helsen: All you need to know about model predictive control for buildings. Annual Reviews in Control, vol. 50, pp. 190–232, 2020.
  3. J. Drgoňa – D. Picard – M. Kvasnica – L. Helsen: Approximate model predictive building control via machine learning. Applied Energy, vol. 218, pp. 199–216, 2018.
  4. J. Holaza – M. Klaučo – J. Drgoňa – J. Oravec – M. Kvasnica – M. Fikar: MPC-Based Reference Governor Control of a Continuous Stirred-Tank Reactor. Computers & Chemical Engineering, vol. 165, pp. 289–299, 2018.
  5. J. Drgoňa – M. Klaučo – F. Janeček – M. Kvasnica: Optimal control of a laboratory binary distillation column via regionless explicit MPC. Computers & Chemical Engineering, vol. 96, pp. 139–148, 2017.
  6. M. Klaučo – R. Valo – J. Drgoňa: Reflux control of a laboratory distillation column via MPC-based reference governor. Acta Chimica Slovaca, no. 2, vol. 10, pp. 139–143, 2017.
  7. D. Picard – J. Drgoňa – M. Kvasnica – L. Helsen: Impact of the controller model complexity on model predictive control performance for buildings. Energy and Buildings, vol. 152, pp. 739–751, 2017.

Article in conference proceedings

  1. J. Drgoňa – Z. Takáč – M. Horňák – R. Valo – M. Kvasnica: Fuzzy Control of a Laboratory Binary Distillation Column. Editor(s): M. Fikar and M. Kvasnica, In Proceedings of the 21st International Conference on Process Control, Slovak Chemical Library, Štrbské Pleso, Slovakia, pp. 120–125, 2017.
  2. D. Ingole – J. Drgoňa – M. Kalúz – M. Klaučo – M. Bakošová – M. Kvasnica: Model Predictive Control of a Combined Electrolyzer-Fuel Cell Educational Pilot Plant. Editor(s): M. Fikar and M. Kvasnica, In Proceedings of the 21st International Conference on Process Control, Slovak Chemical Library, Štrbské Pleso, Slovakia, pp. 147–154, 2017.
  3. D. Ingole – J. Drgoňa – M. Kvasnica: Offset-Free Hybrid Model Predictive Control of Bispectral Index in Anesthesia. Editor(s): M. Fikar and M. Kvasnica, In Proceedings of the 21st International Conference on Process Control, Slovak Chemical Library, Štrbské Pleso, Slovakia, pp. 422–427, 2017.
  4. J. Drgoňa – F. Janeček – M. Klaučo – M. Kvasnica: Regionless Explicit MPC of a Distillation Column. In European Control Conference 2016, Aalborg, Denmark, pp. 1568–1573, 2016.
  5. D. Ingole – J. Drgoňa – M. Kalúz – M. Klaučo – M. Bakošová – M. Kvasnica: Explicit Model Predictive Control of a Fuel Cell. In The European Conference on Computational Optimization, Leuven, Belgium, vol. 4, 2016.
  6. D. Picard – J. Drgoňa – L. Helsen – M. Kvasnica: Impact of the controller model complexity on MPC performance evaluation for building climate control. In The European Conference on Computational Optimization, Leuven, Belgium, vol. 4, 2016.
  7. A. Sharma – J. Drgoňa – D. Ingole – J. Holaza – R. Valo – S. Koniar – M. Kvasnica: Teaching Classical and Advanced Control of Binary Distillation Column. In Preprints of the 11th IFAC Symposium on Advances in Control Education, vol. 11, pp. 348–353, 2016.
  8. J. Drgoňa – M. Klaučo – M. Kvasnica: MPC-Based Reference Governors for Thermostatically Controlled Residential Buildings. In 54th IEEE Conference on Decision and Control, Osaka, Japan, vol. 54, 2015.
  9. J. Drgoňa – M. Klaučo – R. Valo – J. Bendžala – M. Fikar: Model Identification and Predictive Control of a Laboratory Binary Distillation Column. Editor(s): M. Fikar and M. Kvasnica, In Proceedings of the 20th International Conference on Process Control, Slovak Chemical Library, Štrbské Pleso, Slovakia, 2015.
  10. M. Klaučo – J. Drgoňa – M. Kvasnica – S. Di Cairano: Building Temperature Control by Simple MPC-like Feedback Laws Learned from Closed-Loop Data. In Preprints of the 19th IFAC World Congress Cape Town (South Africa) August 24 - August 29, 2014, pp. 581–586, 2014.
  11. J. Drgoňa – M. Kvasnica: Comparison of MPC Strategies for Building Control. Editor(s): Fikar, M., Kvasnica, M., In Proceedings of the 19th International Conference on Process Control, Slovak University of Technology in Bratislava, Štrbské Pleso, Slovakia, pp. 401–406, 2013.
  12. J. Drgoňa – M. Kvasnica – M. Klaučo – M. Fikar: Explicit Stochastic MPC Approach to Building Temperature Control. In IEEE Conference on Decision and Control, Florence, Italy, pp. 6440–6445, 2013.
  13. M. Kvasnica – A. Szűcs – M. Fikar – J. Drgoňa: Explicit MPC of LPV Systems in the Controllable Canonical Form. In 2013 European Control Conference, pp. 1035–1040, 2013.

Phd's thesis

  1. J. Drgoňa: Model Predictive Control with Applications in Building Thermal Comfort Control. ÚIAM FCHPT STU v Bratislave, Radlinského 9, 812 37 Bratislava, 2017.

Master's thesis

  1. J. Drgoňa: Efficient Modeling of Hybrid Systems. Master's thesis, ÚIAM FCHPT STU v Bratislave, Radlinského 9, 812 37 Bratislava, 2012.

Bachelor's thesis

  1. J. Drgoňa: Convex Optimization and Model Predictive Control (in Slovak). Bachelor's thesis, ÚIAM FCHPT STU v Bratislave, Radlinského 9, 812 37 Bratislava, 2010.

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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Tel.: +421 259 325 366
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