Project number:

VEGA 1/0691/21

Title of the project:

Efficient control of industrial plants using data

Grant scheme:

Vega

Project type:

VEGA Research Projects

Project duration (start):

01.01.2021

Project duration (end):

31.12.2024

Principal investigator:

Radoslav Paulen

Deputy investigator:

Miroslav Fikar

Investigators:

Diana Dzurková, Rastislav Fáber, Martin Kalúz, Alajos Mészáros, Martin Mojto, Erika Pavlovičová, Carlos E. Valero, Richard Valo, Marek Wadinger

2024

1. A. Ahmad – R. Paulen – R. Valo – M. Fikar – S. Engell: Iterative real-time optimization of a membrane pilot plant (in Anglo-Saxon). Control Engineering Practice, vol. 147, pp. 105907, 2024.   Zenodo
2. D. Dzurková – O. Mészáros – M. Kalúz: Privacy Preserving Approximated Optimal Control of Pasteurization Unit Using Homomorphic Encryption. Editor(s): Louise Travé-Massuyès, In 12th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes, International Federation of Automatic Control, no. 4, vol. 58, pp. 544–549, 2024.   Zenodo
3. R. Fáber – M. Mojto – K. Ľubušký – R. Paulen: From Data to Alarms: Data-driven Anomaly Detection Techniques in Industrial Settings. Editor(s): Flavio Manenti, G.V. Rex Reklaitis, In 34th European Symposium on Computer Aided Process Engineering /15th International Symposium on Process Systems Engineering, vol. 53, pp. 2857–2862, 2024.   Zenodo
4. R. Fáber – M. Mojto – K. Ľubušký – R. Paulen: Integrated Data Analytics and Regression Techniques for Real-time Anomaly Detection in Industrial Processes. In 12th IFAC Symposium on Advanced Control of Chemical Processes, pp. 320–325, 2024.   Zenodo
5. A. Maidi – R. Paulen – J. Corriou: Velocity control design of hyperbolic distributed parameter systems using zeroing dynamics and zeroing-gradient dynamics methods (in Anglo-Saxon). Journal of Process Control, vol. 138, pp. 103210, 2024.   Zenodo
6. M. Micherda – K. E. Özdemir – R. Paulen: Control of Laboratory Distillation Column with Methanol-Water Mixture. In 50th International Conference of the Slovak Society of Chemical Engineering SSCHE 2024, Slovak Society of Chemical Engineering, Bratislava, SK, 2024.   Zenodo
7. M. Ružička – I. Helgeland – R. Paulen: Modelling and Optimal Operation of a Forward Osmosis Process. In 50th International Conference of the Slovak Society of Chemical Engineering SSCHE 2024, Slovak Society of Chemical Engineering, Bratislava, SK, 2024.   Zenodo
8. M. Ružička – I. Helgeland – R. Paulen: Modelling and Simulation of a Forward Osmosis Process (in Anglo-Saxon). Editor(s): Flavio Manenti, G.V. Rex Reklaitis, In 34th European Symposium on Computer Aided Process Engineering /15th International Symposium on Process Systems Engineering, vol. 53, pp. 319–324, 2024.   Zenodo
9. J. Vargan – J. Puk – K. Ľubušký – M. Fikar: Steady-State Optimality Analysis of MPC Controllers. Editor(s): Flavio Manenti, G.V. Rex Reklaitis, In 34th European Symposium on Computer Aided Process Engineering /15th International Symposium on Process Systems Engineering, vol. 53, 2024.   Zenodo

2023

1. R. Fáber – K. Ľubušký – M. Mojto – R. Paulen: Enhancing Industrial Data Analysis through Machine Learning-based Classification of Petrochemical Datasets. In 49th International Conference of the Slovak Society of Chemical Engineering SSCHE 2023, Slovak Society of Chemical Engineering, Bratislava, SK, pp. 160–160, 2023.   Zenodo
2. R. Fáber – K. Ľubušký – R. Paulen: Machine Learning-based Classification of Online Industrial Datasets. 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, pp. 132–137, 2023.   Zenodo
3. M. Kalúz – R. Kohút – D. Dzurková: MPC-Mimicking Neural Network Based on Homomorphic Encryption. 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, pp. 126–131, 2023.   Zenodo
4. M. Mojto – K. Ľubušký – M. Fikar – R. Paulen: Comparing Linear and Nonlinear Soft Sensor Approaches for Industrial Distillation Columns (in Anglo-Saxon). In 49th International Conference of the Slovak Society of Chemical Engineering SSCHE 2023, Slovak Society of Chemical Engineering, Bratislava, SK, pp. 159–159, 2023.   Zenodo
5. M. Mojto – K. Ľubušký – M. Fikar – R. Paulen: Input Structure Selection for Soft-Sensor Design: Does It Pay Off?. 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, pp. 162–167, 2023.   Zenodo
6. M. Mojto – K. Ľubušký – M. Fikar – R. Paulen: Data-Driven Indication of Flooding in an Industrial Debutanizer Column. Editor(s): Antonis Kokossis, Michael C. Georgiadis, Efstratios N. Pistikopoulos, In 33rd European Symposium on Computer Aided Process Engineering, Elsevier, no. 1, vol. 33, pp. 1001–1006, 2023.   Zenodo
7. M. Mojto – K. Ľubušký – M. Fikar – R. Paulen: Design of Multi-Model Linear Inferential Sensors with SVM-based Switching Logic. In IFAC World Congress 2023, Yokohama, Japan, pp. 2545–2550, 2023.     Zenodo
8. M. Mojto – K. Ľubušký – M. Fikar – R. Paulen: Data-Based Design of Multi-Model Inferential Sensors. Computers & Chemical Engineering, vol. 178, 2023.   arXiv   Zenodo
9. M. Ružička – I. Helgeland – R. Paulen: Modelling of a Forward Osmosis Process (in Slovak). In Membránové procesy pro udržitelný rozvoj - MEMPUR 2023, pp. 35–36, 2023.   Zenodo
10. J. Vargan – J. Puk – K. Ľubušký – M. Fikar: Steady-State Analysis of Industrial MPC Controllers. 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.   Zenodo

2022

1. D. Dzurková – M. Bakošová – A. Vasičkaninová: Implementation of Fuzzy Logic Controllers on Laboratory System of Heat Exchangers. In 2022 Cybernetics & Informatics (K&I), 2022.
2. R. Fáber – R. Valo – M. Roman – R. Paulen: Towards Temperature Monitoring in Long-Term Grain Storage. In 2022 Cybernetics & Informatics (K&I), pp. 1–6, 2022.   Zenodo
3. M. Fikar – M. Klaučo – K. Kiš: A General Controller Tuning using Governors. 2022.
4. M. Fikar – M. Klaučo – R. Paulen: Theory of Automatic Control I. Practice Examples, FCHPT STU v Bratislave, 2022.
5. A. R. Gottu Mukkula – R. Paulen: Robust Design of Optimal Experiments Considering Consecutive Re-Designs. Editor(s): Luis Ricardez-Sandoval, Jesus Pico, In 13th IFAC Symposium on Dynamics and Control of Process Systems, including Biosystems, IFAC, pp. 14–19, 2022.
6. J. Mikleš – Ľ. Čirka – J. Oravec – M. Fikar: Design of H2 and Hinf control using Lyapunov functions (in Slovak), FCHPT STU v Bratislave, 2022.
7. M. Mojto – K. Ľubušký – M. Fikar – R. Paulen: Data-based Design of Inferential Sensors for an Industrial Depropanizer Column with Data Pre-treatment Analysis. Editor(s): Mário Mihaľ, In 48th International Conference of the Slovak Society of Chemical Engineering SSCHE 2022 and Membrane Conference PERMEA 2022, Slovak Society of Chemical Engineering, Bratislava, SK, pp. 200, 2022.
8. M. Mojto – K. Ľubušký – M. Fikar – R. Paulen: Support Vector Machine-based Design of Multi-model Inferential Sensors. Editor(s): Ludovic Montastruc, Stephane Negny, In 32nd European Symposium on Computer Aided Process Engineering, Elsevier, no. 1, vol. 32, pp. 1045–1050, 2022.
9. M. Mojto – K. Ľubušký – M. Fikar – R. Paulen: Multi-Model Soft-Sensor Design for a Depropanizer Distillation Column. In Advanced Process Modelling Forum 18-19 October 2022, 2022.   Zenodo
10. C. E. Valero – R. Paulen: Zonotope Order Reduction in Robust Estimation. In 23rd International Carpathian Control Conference, IEEE, vol. 23, pp. 392–397, 2022.
11. C. E. Valero – R. Paulen: Fault Detection in Networked Control Systems. A Robust Approach. In Summer Workshop on Interval Methods 2022, https://www.swim2022.de/fileadmin/swim2022/musterbilder/13th_SWIM_Book_of_Abstracts.pdf, vol. 13, pp. 16–17, 2022.
12. A. Vasičkaninová – M. Bakošová – A. Mészáros: Cascade fuzzy control of a tubular chemical reactor. Editor(s): Ludovic Montastruc, Stephane Negny, In 32nd European Symposium on Computer Aided Process Engineering, Elsevier, no. 1, vol. 32, pp. 1021–1026, 2022.

2021

1. A. Ahmad – R. Paulen – R. Valo – M. Fikar – S. Engell: Experimental validation of iterative real-time optimization for a continuously operated membrane separation pilot plant. In ECCE 13 & ECAB 6 - 13th European Congress of Chemical Engineering & 6th European Congress of Applied Biotechnology - Book of Abstracts, DECHEMA e.V., pp. 499–500, 2021.
2. M. Fikar – M. Furka – M. Horváthová – K. Kiš – M. Mojto: Dynamic Optimisation Toolbox dynopt 5.0. Editor(s): R. Paulen and M. Fikar, In Proceedings of the 23rd International Conference on Process Control, IEEE, Slovak University of Technology, pp. 296–301, 2021.
3. A. R. Gottu Mukkula – M. Mateáš – M. Fikar – R. Paulen: Robust multi-stage model-based design of optimal experiments for nonlinear estimation. Computers & Chemical Engineering, vol. 155, pp. 107499, 2021.   arXiv
4. M. Mateáš – R. Paulen: Optimal Experiments via Sequential and Two-stage Designs. Editor(s): R. Paulen, M. Fikar and J. Oravec, In Proceedings of the 23rd International Conference on Process Control - Summaries Volume, Slovak Chemical Library, Slovak University of Technology in Bratislava, Radlinského 9, SK812-37, Bratislava, Slovakia, pp. 47–47, 2021.
5. M. Mojto – K. Ľubušký – M. Fikar – R. Paulen: Data Treatment of Industrial Measurements: From Online to Inferential Sensors. Editor(s): R. Paulen, M. Fikar and J. Oravec, In Proceedings of the 23rd International Conference on Process Control - Summaries Volume, Slovak Chemical Library, Slovak University of Technology in Bratislava, Radlinského 9, SK812-37, Bratislava, Slovakia, pp. 52–53, 2021.
6. M. Mojto – K. Ľubušký – M. Fikar – R. Paulen: Data-based Industrial Soft-sensor Design via Optimal Subset Selection. Editor(s): Metin Türkay, Rafiqul Gani, In 31st European Symposium on Computer Aided Process Engineering, Elsevier, vol. 31, pp. 1247–1252, 2021.
7. M. Mojto – K. Ľubušký – M. Fikar – R. Paulen: Data-based design of inferential sensors for petrochemical industry. Computers & Chemical Engineering, vol. 153, pp. 107437, 2021.   arXiv
8. C. E. Valero – M. Bakošová: Classic Methodologies in Control of a Yeast Fermentation Bioreactor. Editor(s): R. Paulen and M. Fikar, In Proceedings of the 23rd International Conference on Process Control, IEEE, Slovak University of Technology, 2021.
9. C. E. Valero – R. Paulen: Set-membership State Estimation for a Continuous Stirred-Tank Reactor. In 9th International Conference on Systems and Control, 2021.
10. P. Valiauga – X. Feng – M. Villanueva – R. Paulen – B. Houska: Set-membership Estimation using Ellipsoidal Ensembles. Editor(s): Jong Min Lee, In 16th IFAC Symposium on Advanced Control of Chemical Processes ADCHEM 2021, Elsevier, pp. 596–601, 2021.     arXiv
11. A. Vasičkaninová – M. Bakošová – A. Mészáros: Control of Heat Exchangers in Series Using Neural Networks. Editor(s): R. Paulen and M. Fikar, In Proceedings of the 23rd International Conference on Process Control, IEEE, Slovak University of Technology, pp. 237–242, 2021.
12. A. Vasičkaninová – M. Bakošová – A. Mészáros: Fuzzy Control Design for Energy Efficient Heat Exchanger Network. Chemical Engineering Transactions, vol. 88, pp. 529–534, 2021.