Fostering Opportunities Towards Slovak Excellence in Advanced Control for Smart Industries

Project Information

FrontSeat

Grant agreement ID: 101079342

DOI

10.3030/101079342

Project closed

EC signature date 28 July 2022

Start date 1 October 2022

End date 30 September 2025

Funded under

• Widening participation and spreading excellence

Total cost

€ 1 356 937,50

EU contribution

€ 1 356 937,50

Coordinated by

SLOVENSKA TECHNICKA UNIVERZITA V BRATISLAVE
Slovakia

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Documents, reports (5)

Report on research audit and research-intensification activities
Schedule of planned participation at international conferences and of guest lectures
Training material documenting job shadowing and webinars
Progress report

Project progress report

DEC (Dissemination, Exploitation and Communication) plan

DEC (Dissemination, Exploitation and Communication) plan including project visual identity.

Data Management Plan (2)

Data management plan
Data management plan update

Websites, patent fillings, videos etc. (1)

Project website and social media

Publications

Conference proceedings (21)

Towards Temperature Monitoring in Long-Term Grain Storage

Author(s): Fáber, Rastislav; Valo, Richard; Roman, Miloš; Paulen, Radoslav
Published in: 2022 Cybernetics & Informatics (K&I), 2022
Publisher: IEEE
DOI: 10.1109/ki55792.2022.9925919

Computer Aided Chemical Engineering

Author(s): Martin Mojto; Karol L'ubušký; Miroslav Fikar; Radoslav Paulen
Published in: Computer Aided Chemical Engineering ISBN: 9780443152740, 2023, ISSN 1570-7946
Publisher: Elsevier
DOI: 10.1016/b978-0-443-15274-0.50160-8

Real-Time Deep-Learning-Driven Parallel MPC

Author(s): Kohút, Roman; Pavlovičová, Erika; Oravec, Juraj; Fedorová, Kristína; Kvasnica, Michal
Published in: 2023 62nd IEEE Conference on Decision and Control (CDC), 2023
Publisher: IEEE
DOI: 10.1109/cdc49753.2023.10383283

Smart Eco Greenhouse VESNA

Author(s): Oravec, Juraj; Bakaráč, Peter; Pavlovičová, Erika; Fikar, Miroslav
Published in: IFAC-PapersOnLine, 2023, ISSN 2405-8963
Publisher: Elsevier
DOI: 10.5281/zenodo.8188830

Design of Multi-Model Linear Inferential Sensors with SVM-based Switching Logic

Author(s): Mojto, Martin; L'ubušký, Karol; Fikar, Miroslav; Paulen, Radoslav
Published in: IFAC-PapersOnLine, 2023, ISSN 2405-8963
Publisher: Elsevier
DOI: 10.5281/zenodo.8158645

Machine Learning-based Classification of Online Industrial Datasets

Author(s): Fáber, Rastislav; Ľubušký, Karol; Paulen, Radoslav
Published in: Proceedings of the 2023 24th International Conference on Process Control, 2023
Publisher: IEEE
DOI: 10.5281/zenodo.7801960

Power Output Reconstruction of Photovoltaic Curtailment

Author(s): Kohút, Roman; Kvasnica, Michal
Published in: 2023 24th International Conference on Process Control (PC), 2023
Publisher: IEEE
DOI: 10.5281/zenodo.8055715

Simple Controller Tuning for Unmanned Aerial Vehicles using Governors

Author(s): Dyrska, Raphael; Müller, Jens; Fikar, Miroslav; Mönnigmann, Martin
Published in: Proceedings of the 2023 24th International Conference on Process Control, 2023
Publisher: IEEE
DOI: 10.5281/zenodo.8058124

Data-driven models for a salt production process towards an Industry 4.0 evolution

Author(s): Vaccari, Marco; Manzoni, Davide; Locatelli, Marco; Stella, Silvio Rudi; Lenzi, Maurizio; Pannocchia, Gabriele
Published in: 22nd IFAC World Congress, 2023, ISSN 2405-8963
Publisher: Elsevier
DOI: 10.5281/zenodo.10045328

A Generalized Stopping Criterion for Real-Time MPC with Guaranteed Stability

Author(s): Fedorová, Kristína; Jiang, Yuning; Oravec, Juraj; Jones, Colin; Kvasnica, Michal
Published in: 62nd IEEE Conference on Decision and Control, 2023
Publisher: IEEE
DOI: 10.48550/arxiv.2309.04444

Real-time tuning of approximated explicit MPC of a heat exchanger

Author(s): Lenka Galčíková; Petronela Belková; Juraj Oravec
Published in: Proceedings of the 24th International Conference on Process Control - Summaries Volume, 2023
Publisher: Slovak Chemical Library
DOI: 10.5281/zenodo.8038923

Dynamic Power Purchase Agreement

Author(s): Fedorová, Kristína; Ábelová, Tereza; Kvasnica, Michal
Published in: Proceedings of the 2023 24th International Conference on Process Control, 2023
Publisher: IEEE
DOI: 10.5281/zenodo.8055673

Input Structure Selection for Soft-Sensor Design: Does It Pay Off?

Author(s): Mojto, Martin; L'ubušký, Karol; Fikar, Miroslav; Paulen, Radoslav
Published in: 2023 24th International Conference on Process Control (PC), 2023
Publisher: IEEE
DOI: 10.5281/zenodo.7806168

Tube MPC Extension of MPT: Experimental Analysis

Author(s): Holaza, Juraj; Kvasnicová, Katrin; Pavlovičová, Erika; Oravec, Juraj
Published in: Proceedings of the 2023 24th International Conference on Process Control, 2023
Publisher: IEEE
DOI: 10.5281/zenodo.8037663

Embedded Implementation of a Neural Network emulating Nonlinear MPC in a process control application^*

Author(s): Leonow, Sebastian; Dyrska, Raphael; Mönnigmann, Martin
Published in: 2023 European Control Conference (ECC), 2023
Publisher: IEEE
DOI: 10.5281/zenodo.8169140

Optimization-Based Power Distribution Method for state of charge Balancing of Battery Storage Systems

Author(s): Tereza Ábelová; Kristína Fedorová; Michal Kvasnica
Published in: 2023 24th International Conference on Process Control (PC), 2023
Publisher: IEEE
DOI: 10.5281/zenodo.8055340

MPC-Mimicking Neural Network Based on Homomorphic Encryption

Author(s): Kalúz, Martin; Kohút, Roman; Dzurková, Diana
Published in: Proceedings of the 2023 24th International Conference on Process Control, 2023
Publisher: IEEE
DOI: 10.5281/zenodo.7801265

Risk-Aware Stochastic Energy Management of Microgrid with Battery Storage and Renewables

Author(s): Ábelová, Tereza; Kohút, Roman; Fedorová, Kristína; Kvasnica, Michal
Published in: IFAC World Congress 2023, Yokohama, Japan, 2023, ISSN 1474-6670
Publisher: IFAC
DOI: 10.5281/zenodo.8333676

Acid Gas Removal Unit in Waste-to-energy Plants: Data-driven Models for Advanced Control

Author(s): Vaccari, Marco; Bacci di Capaci, Riccardo; Pannocchia, Gabriele
Published in: 2023 24th International Conference on Process Control (PC), 2023
Publisher: IEEE
DOI: 10.5281/zenodo.8093894

A Software Package for MPC Design and Tuning: MPT+

Author(s): Holaza, Juraj; Galčíková, Lenka; Oravec, Juraj; Kvasnica, Michal
Published in: 2023 62nd IEEE Conference on Decision and Control (CDC), 2023, ISSN 2576-2370
Publisher: IEEE
DOI: 10.5281/zenodo.10556500

Nearly-optimal Explicit MPC-based Reference Governors with Long Prediction Horizons Generated with Machine Learning

Author(s): Kiš, Karol; Klaučo, Martin
Published in: Proceedings of the 24th International Conference on Process Control - Summaries Volume, 2023
Publisher: Slovak Chemical Library
DOI: 10.5281/zenodo.8055809

Other (8)

Tracking Control of Unforced and Forced Equilibrium Positions of the Pendubot System: A Nonlinear MHE and MPC Approach

Author(s): Gulan, Martin; Salaj, Michal; Rohal-Ilkiv, Boris
Published in: Actuators, Vol 12, Iss 9, p 343 (2023), 2023, ISSN 2076-0825
Publisher: MDPI
DOI: 10.3390/act12090343

Steady-State Analysis of Industrial MPC Controllers

Author(s): Vargan, Jozef; Puk, Jakub; Ľubušký, Karol; Fikar, Miroslav
Published in: Process Control ´23, Summaries Volume, 2023
Publisher: Slovak Chemical Library
DOI: 10.5281/zenodo.8055606

Distributed Model Predictive Control Design for a Laboratory Device

Author(s): Pavlovičová, Erika; Oravec, Juraj
Published in: Proceedings of the 24th International Conference on Process Control - Summaries Volume, 2023
Publisher: Slovak Chemical Library
DOI: 10.5281/zenodo.8043672

Multi-Model Soft-Sensor Design for a Depropanizer Distillation Column

Author(s): Martin Mojto; Karol L'ubušký; Miroslav Fikar; Radoslav Paulen
Published in: Advanced Process Modelling Forum 18-19 October 2022, 2022
Publisher: -
DOI: 10.5281/zenodo.8284020

Enhancing Industrial Data Analysis through Machine Learning-based Classification of Petrochemical Datasets

Author(s): Rastislav Fáber; Karol L'ubušký; Martin Mojto; Radoslav Paulen
Published in: 49th International Conference of the Slovak Society of Chemical Engineering SSCHE 2023, 2023
Publisher: Slovak Society of Chemical Engineering, Bratislava, SK
DOI: 10.5281/zenodo.8284097

Comparing Linear and Nonlinear Soft Sensor Approaches for Industrial Distillation Columns

Author(s): Mojto, Martin; L'ubušký, Karol; Fikar, Miroslav; Paulen, Radoslav
Published in: 49th International Conference of SSCHE, 2023
Publisher: Slovak Society of Chemical Engineering
DOI: 10.5281/zenodo.8283768

Real-Time Outlier Detection with Dynamic Process Limits

Author(s): Wadinger, Marek; Kvasnica, Michal
Published in: Proceedings of the 2023 24th International Conference on Process Control, 2023
Publisher: IEEE
DOI: 10.48550/arxiv.2301.13527

Approximated Convex-lifting-based Robust Control for a Heat Exchanger

Author(s): Horváthová, Michaela; Oravec, Juraj
Published in: Proceedings of the 24th International Conference on Process Control - Summaries Volume, 2023
Publisher: Slovak Chemical Library
DOI: 10.5281/zenodo.8038238

Peer reviewed articles (8)

Expert Systems with Applications

Author(s): Wadinger, Marek; Kvasnica, Michal
Published in: Expert Systems with Applications, 2024, ISSN 0957-4174
Publisher: Elsevier
DOI: 10.1016/j.eswa.2024.123200

IEEE Access

Author(s): Furka, Matus; Kalúz, Martin; Fikar, Miroslav; Klauco, Martin
Published in: IEEE Access, Vol 11, Pp 110328-110341 (2023), 2023, ISSN 2169-3536
Publisher: IEEE
DOI: 10.1109/access.2023.3322035

Sensors

Author(s): Rohal-Ilkiv, Boris; Gulan, Martin; Minarčík, Peter
Published in: Sensors; Volume 23; Issue 9; Pages: 4463, 2023, ISSN 1424-8220
Publisher: MDPI AG
DOI: 10.3390/s23094463

Computers and Chemical Engineering

Author(s): Mojto, Martin; L'ubušký, Karol; Fikar, Miroslav; Paulen, Radoslav
Published in: Computers & Chemical Engineering, 2023, ISSN 0098-1354
Publisher: Elsevier
DOI: 10.48550/arxiv.2308.02872

Automatica

Author(s): Mitze, Ruth; Kvasnica, Michal; Mönnigmann, Martin
Published in: Automatica, 2023, ISSN 0005-1098
Publisher: Elsevier
DOI: 10.48550/arxiv.2303.11773

Simple Tuning of Arbitrary Controllers using Governors

Author(s): Fikar, Miroslav; Kiš, Karol; Klaučo, Martin; Mönnigmann, Martin
Published in: IFAC World Congress 2023, Yokohama, Japan, 2023, ISSN 2405-8963
Publisher: IFAC
DOI: 10.5281/zenodo.8150185

Applied Thermal Engineering

Author(s): Raphael Dyrska; Michaela Horváthová; Peter Bakaráč; Martin Mönnigmann; Juraj Oravec
Published in: Applied Thermal Engineering, 2023, ISSN 1359-4311
Publisher: Elsevier
DOI: 10.1016/j.applthermaleng.2023.120366

Easy-to-use MPC tool for controlling chemical processes in a rigorous simulation environment

Author(s): Vaccari, Marco; Bacci di Capaci, Riccardo; Busoni, Alberto; Pannocchia, Gabriele
Published in: IFAC-PapersOnLine, 2023, ISSN 2405-8963
Publisher: Elsevier
DOI: 10.5281/zenodo.8093913