Project number:

09I03-03-V04-00530

Title of the project:

Development of reliable and explainable models for industrial monitoring, optimization, and control

Grant scheme:

VAIA: Fellowships for excellent researchers R2-R4

Project type:

Operating programs

Project duration (start):

01.09.2024

Project duration (end):

31.08.2026

Principal investigator:

Radoslav Paulen

2025

1. R. Fáber – M. Klaučo – K. Ľubušký – R. Paulen: Integrating Linear and Nonlinear Models for Enhanced Process Monitoring. Editor(s): R. Paulen and M. Fikar and J. Oravec, In Proceedings of the 2025 25th International Conference on Process Control, IEEE, pp. 1–6, 2025.   Zenodo
2. R. Fáber – M. Vaccari – R. Bacci di Capaci – K. Ľubušký – G. Pannocchia – R. Paulen: Multi-fidelity Modeling for Process Optimization in Refinery Operations. In 51st International Conference of the Slovak Society of Chemical Engineering SSCHE 2025, Slovak Society of Chemical Engineering, Bratislava, SK, pp. 140–140, 2025.   Zenodo
3. R. Fáber – M. Vaccari – R. Bacci di Capaci – K. Ľubušký – G. Pannocchia – R. Paulen: Improving Process Monitoring via Dynamic Multi-Fidelity Modeling. In 14th IFAC Symposium on Dynamics and Control of Process Systems, including Biosystems, Elsevier, pp. 199–204, 2025.   Zenodo
4. R. Fáber – M. Vaccari – R. Bacci di Capaci – K. Ľubušký – G. Pannocchia – R. Paulen: Soft-Sensor-Enhanced Monitoring of an Alkylation Unit via Multi-Fidelity Model Correction. In Systems and Control Transactions, vol. 4, pp. 1389–1395, 2025.
5. A. Fedor – J. Gaborčík – R. Paulen: Modelling and Simulation of Reaction-Separation Processes using gPROMS ProcessBuilder. In 51st International Conference of the Slovak Society of Chemical Engineering SSCHE 2025, Slovak Society of Chemical Engineering, Bratislava, SK, pp. 139–139, 2025.   Zenodo
6. B. Kumar – M. Malik: Time Scales-Based Analysis of Switched and Multi-Agent Systems: Stability, Controllabil- ity, and Consensus. Editor(s): R. Paulen and M. Fikar and J. Oravec, In Proceedings of the 25th International Conference on Process Control - Summaries Volume, Slovak Chemical Library, Slovak University of Technology in Bratislava, Radlinského 9, SK812-37, Bratislava, Slovakia, pp. 28–28, 2025.
7. A. Maidi – R. Paulen – J. Corriou: Generic model control of diffusion-reaction systems. In 14th IFAC Symposium on Dynamics and Control of Process Systems, including Biosystems, Elsevier, pp. 558–563, 2025.   Zenodo
8. A. Maidi – R. Paulen – J. Corriou: Zeroing Dynamics-Based Stabilizing Controller Design of Diffusion-Reaction Systems. 2025.   Zenodo
9. P. Valábek – J. Vargan – R. Paulen: Adaptive Optimal Control of Lettuce Growth in Greenhouses Using Sensitivity-Driven Measurement Collection. In 14th IFAC Symposium on Dynamics and Control of Process Systems, including Biosystems, Elsevier, pp. 516–521, 2025.   Zenodo
10. M. Wadinger – R. Fáber – E. Pavlovičová – R. Paulen: Carbon Neutral Greenhouse: Economic Model Predictive Control Framework for Education. In 2025 23rd European Control Conference (ECC) June 24-27, 2025. Thessaloniki, Greece, pp. 2477–2482, 2025.
11. M. Wadinger – R. Fáber – E. Pavlovičová – R. Paulen: Carbon neutral greenhouse: Economic model predictive control framework for education. European Journal of Control, vol. 83, pp. 101297, 2025.