Číslo projektu:

VEGA 1/0691/21

Názov projektu:

Efektívne riadenie priemyselných prevádzok s použitím dát

Grantová schéma:

VEGA

Typ projektu:

Výskumné projekty VEGA

Začiatok projektu:

01.01.2021

Koniec projektu:

31.12.2024

Zodpovedný riešiteľ:

Radoslav Paulen

Zástupca zodpovedného riešiteľa:

Miroslav Fikar

Riešitelia:

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. Control Engineering Practice, zv. 147, str. 105907, 2024.   Zenodo
2. D. Dzurková – O. Mészáros – M. Kalúz: Privacy Preserving Approximated Optimal Control of Pasteurization Unit Using Homomorphic Encryption. Editor(i): Louise Travé-Massuyès, V 12th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes, International Federation of Automatic Control, č. 4, zv. 58, str. 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(i): Flavio Manenti, G.V. Rex Reklaitis, V 34th European Symposium on Computer Aided Process Engineering /15th International Symposium on Process Systems Engineering, zv. 53, str. 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. V 12th IFAC Symposium on Advanced Control of Chemical Processes, str. 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. Journal of Process Control, zv. 138, str. 103210, 2024.   Zenodo
6. M. Micherda – K. E. Özdemir – R. Paulen: Control of Laboratory Distillation Column with Methanol-Water Mixture. V 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. V 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. Editor(i): Flavio Manenti, G.V. Rex Reklaitis, V 34th European Symposium on Computer Aided Process Engineering /15th International Symposium on Process Systems Engineering, zv. 53, str. 319–324, 2024.   Zenodo
9. J. Vargan – J. Puk – K. Ľubušký – M. Fikar: Steady-State Optimality Analysis of MPC Controllers. Editor(i): Flavio Manenti, G.V. Rex Reklaitis, V 34th European Symposium on Computer Aided Process Engineering /15th International Symposium on Process Systems Engineering, zv. 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. V 49th International Conference of the Slovak Society of Chemical Engineering SSCHE 2023, Slovak Society of Chemical Engineering, Bratislava, SK, str. 160–160, 2023.   Zenodo
2. R. Fáber – K. Ľubušký – R. Paulen: Machine Learning-based Classification of Online Industrial Datasets. 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, str. 132–137, 2023.   Zenodo
3. M. Kalúz – R. Kohút – D. Dzurková: MPC-Mimicking Neural Network Based on Homomorphic Encryption. 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, str. 126–131, 2023.   Zenodo
4. M. Mojto – K. Ľubušký – M. Fikar – R. Paulen: Comparing Linear and Nonlinear Soft Sensor Approaches for Industrial Distillation Columns. V 49th International Conference of the Slovak Society of Chemical Engineering SSCHE 2023, Slovak Society of Chemical Engineering, Bratislava, SK, str. 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(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, str. 162–167, 2023.   Zenodo
6. M. Mojto – K. Ľubušký – M. Fikar – R. Paulen: Data-Driven Indication of Flooding in an Industrial Debutanizer Column. Editor(i): Antonis Kokossis, Michael C. Georgiadis, Efstratios N. Pistikopoulos, V 33rd European Symposium on Computer Aided Process Engineering, Elsevier, č. 1, zv. 33, str. 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. V IFAC World Congress 2023, Yokohama, Japan, str. 2545–2550, 2023.     Zenodo
8. M. Mojto – K. Ľubušký – M. Fikar – R. Paulen: Data-Based Design of Multi-Model Inferential Sensors. Computers & Chemical Engineering, zv. 178, 2023.   arXiv   Zenodo
9. M. Ružička – I. Helgeland – R. Paulen: Modelovanie procesu doprednej osmózy. V Membránové procesy pro udržitelný rozvoj - MEMPUR 2023, str. 35–36, 2023.   Zenodo
10. J. Vargan – J. Puk – K. Ľubušký – M. Fikar: Steady-State Analysis of Industrial MPC Controllers. 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

2022

1. D. Dzurková – M. Bakošová – A. Vasičkaninová: Implementation of Fuzzy Logic Controllers on Laboratory System of Heat Exchangers. V 2022 Cybernetics & Informatics (K&I), 2022.
2. R. Fáber – R. Valo – M. Roman – R. Paulen: Towards Temperature Monitoring in Long-Term Grain Storage. V 2022 Cybernetics & Informatics (K&I), str. 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(i): Luis Ricardez-Sandoval, Jesus Pico, V 13th IFAC Symposium on Dynamics and Control of Process Systems, including Biosystems, IFAC, str. 14–19, 2022.
6. J. Mikleš – Ľ. Čirka – J. Oravec – M. Fikar: Návrh H2 a Hinf riadenia s využitím Ljapunovových funkcií, 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(i): Mário Mihaľ, V 48th International Conference of the Slovak Society of Chemical Engineering SSCHE 2022 and Membrane Conference PERMEA 2022, Slovak Society of Chemical Engineering, Bratislava, SK, str. 200, 2022.
8. M. Mojto – K. Ľubušký – M. Fikar – R. Paulen: Support Vector Machine-based Design of Multi-model Inferential Sensors. Editor(i): Ludovic Montastruc, Stephane Negny, V 32nd European Symposium on Computer Aided Process Engineering, Elsevier, č. 1, zv. 32, str. 1045–1050, 2022.
9. M. Mojto – K. Ľubušký – M. Fikar – R. Paulen: Multi-Model Soft-Sensor Design for a Depropanizer Distillation Column. V Advanced Process Modelling Forum 18-19 October 2022, 2022.   Zenodo
10. C. E. Valero – R. Paulen: Zonotope Order Reduction in Robust Estimation. V 23rd International Carpathian Control Conference, IEEE, zv. 23, str. 392–397, 2022.
11. C. E. Valero – R. Paulen: Fault Detection in Networked Control Systems. A Robust Approach. V Summer Workshop on Interval Methods 2022, https://www.swim2022.de/fileadmin/swim2022/musterbilder/13th_SWIM_Book_of_Abstracts.pdf, zv. 13, str. 16–17, 2022.
12. A. Vasičkaninová – M. Bakošová – A. Mészáros: Cascade fuzzy control of a tubular chemical reactor. Editor(i): Ludovic Montastruc, Stephane Negny, V 32nd European Symposium on Computer Aided Process Engineering, Elsevier, č. 1, zv. 32, str. 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. V ECCE 13 & ECAB 6 - 13th European Congress of Chemical Engineering & 6th European Congress of Applied Biotechnology - Book of Abstracts, DECHEMA e.V., str. 499–500, 2021.
2. M. Fikar – M. Furka – M. Horváthová – K. Kiš – M. Mojto: Dynamic Optimisation Toolbox dynopt 5.0. Editor(i): R. Paulen and M. Fikar, V Proceedings of the 23rd International Conference on Process Control, IEEE, Slovak University of Technology, str. 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, zv. 155, str. 107499, 2021.   arXiv
4. M. Mateáš – R. Paulen: Optimal Experiments via Sequential and Two-stage Designs. Editor(i): R. Paulen, M. Fikar and J. Oravec, V 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, str. 47–47, 2021.
5. M. Mojto – K. Ľubušký – M. Fikar – R. Paulen: Data Treatment of Industrial Measurements: From Online to Inferential Sensors. Editor(i): R. Paulen, M. Fikar and J. Oravec, V 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, str. 52–53, 2021.
6. M. Mojto – K. Ľubušký – M. Fikar – R. Paulen: Data-based Industrial Soft-sensor Design via Optimal Subset Selection. Editor(i): Metin Türkay, Rafiqul Gani, V 31st European Symposium on Computer Aided Process Engineering, Elsevier, zv. 31, str. 1247–1252, 2021.
7. M. Mojto – K. Ľubušký – M. Fikar – R. Paulen: Data-based design of inferential sensors for petrochemical industry. Computers & Chemical Engineering, zv. 153, str. 107437, 2021.   arXiv
8. C. E. Valero – M. Bakošová: Classic Methodologies in Control of a Yeast Fermentation Bioreactor. Editor(i): R. Paulen and M. Fikar, V 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. V 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(i): Jong Min Lee, V 16th IFAC Symposium on Advanced Control of Chemical Processes ADCHEM 2021, Elsevier, str. 596–601, 2021.     arXiv
11. A. Vasičkaninová – M. Bakošová – A. Mészáros: Control of Heat Exchangers in Series Using Neural Networks. Editor(i): R. Paulen and M. Fikar, V Proceedings of the 23rd International Conference on Process Control, IEEE, Slovak University of Technology, str. 237–242, 2021.
12. A. Vasičkaninová – M. Bakošová – A. Mészáros: Fuzzy Control Design for Energy Efficient Heat Exchanger Network. Chemical Engineering Transactions, zv. 88, str. 529–534, 2021.