Fostering Opportunities Towards Slovak Excellence in Advanced Control for Smart Industries

Informazioni relative al progetto

FrontSeat

ID dell’accordo di sovvenzione: 101079342

DOI

10.3030/101079342

Progetto chiuso

Data della firma CE 28 Luglio 2022

Data di avvio 1 Ottobre 2022

Data di completamento 30 Settembre 2025

Finanziato da

• Widening participation and spreading excellence

Costo totale

€ 1 356 937,50

Contributo UE

€ 1 356 937,50

Coordinato da

SLOVENSKA TECHNICKA UNIVERZITA V BRATISLAVE
Slovakia

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

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

Pubblicazioni

Conference proceedings (21)

Towards Temperature Monitoring in Long-Term Grain Storage

Autori: Fáber, Rastislav; Valo, Richard; Roman, Miloš; Paulen, Radoslav
Pubblicato in: 2022 Cybernetics & Informatics (K&I), 2022
Editore: IEEE
DOI: 10.1109/ki55792.2022.9925919

Computer Aided Chemical Engineering

Autori: Martin Mojto; Karol L'ubušký; Miroslav Fikar; Radoslav Paulen
Pubblicato in: Computer Aided Chemical Engineering ISBN: 9780443152740, 2023, ISSN 1570-7946
Editore: Elsevier
DOI: 10.1016/b978-0-443-15274-0.50160-8

Real-Time Deep-Learning-Driven Parallel MPC

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

Smart Eco Greenhouse VESNA

Autori: Oravec, Juraj; Bakaráč, Peter; Pavlovičová, Erika; Fikar, Miroslav
Pubblicato in: IFAC-PapersOnLine, 2023, ISSN 2405-8963
Editore: Elsevier
DOI: 10.5281/zenodo.8188830

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

Autori: Mojto, Martin; L'ubušký, Karol; Fikar, Miroslav; Paulen, Radoslav
Pubblicato in: IFAC-PapersOnLine, 2023, ISSN 2405-8963
Editore: Elsevier
DOI: 10.5281/zenodo.8158645

Machine Learning-based Classification of Online Industrial Datasets

Autori: Fáber, Rastislav; Ľubušký, Karol; Paulen, Radoslav
Pubblicato in: Proceedings of the 2023 24th International Conference on Process Control, 2023
Editore: IEEE
DOI: 10.5281/zenodo.7801960

Power Output Reconstruction of Photovoltaic Curtailment

Autori: Kohút, Roman; Kvasnica, Michal
Pubblicato in: 2023 24th International Conference on Process Control (PC), 2023
Editore: IEEE
DOI: 10.5281/zenodo.8055715

Simple Controller Tuning for Unmanned Aerial Vehicles using Governors

Autori: Dyrska, Raphael; Müller, Jens; Fikar, Miroslav; Mönnigmann, Martin
Pubblicato in: Proceedings of the 2023 24th International Conference on Process Control, 2023
Editore: IEEE
DOI: 10.5281/zenodo.8058124

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

Autori: Vaccari, Marco; Manzoni, Davide; Locatelli, Marco; Stella, Silvio Rudi; Lenzi, Maurizio; Pannocchia, Gabriele
Pubblicato in: 22nd IFAC World Congress, 2023, ISSN 2405-8963
Editore: Elsevier
DOI: 10.5281/zenodo.10045328

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

Autori: Fedorová, Kristína; Jiang, Yuning; Oravec, Juraj; Jones, Colin; Kvasnica, Michal
Pubblicato in: 62nd IEEE Conference on Decision and Control, 2023
Editore: IEEE
DOI: 10.48550/arxiv.2309.04444

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

Autori: Lenka Galčíková; Petronela Belková; Juraj Oravec
Pubblicato in: Proceedings of the 24th International Conference on Process Control - Summaries Volume, 2023
Editore: Slovak Chemical Library
DOI: 10.5281/zenodo.8038923

Dynamic Power Purchase Agreement

Autori: Fedorová, Kristína; Ábelová, Tereza; Kvasnica, Michal
Pubblicato in: Proceedings of the 2023 24th International Conference on Process Control, 2023
Editore: IEEE
DOI: 10.5281/zenodo.8055673

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

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

Tube MPC Extension of MPT: Experimental Analysis

Autori: Holaza, Juraj; Kvasnicová, Katrin; Pavlovičová, Erika; Oravec, Juraj
Pubblicato in: Proceedings of the 2023 24th International Conference on Process Control, 2023
Editore: IEEE
DOI: 10.5281/zenodo.8037663

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

Autori: Leonow, Sebastian; Dyrska, Raphael; Mönnigmann, Martin
Pubblicato in: 2023 European Control Conference (ECC), 2023
Editore: IEEE
DOI: 10.5281/zenodo.8169140

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

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

MPC-Mimicking Neural Network Based on Homomorphic Encryption

Autori: Kalúz, Martin; Kohút, Roman; Dzurková, Diana
Pubblicato in: Proceedings of the 2023 24th International Conference on Process Control, 2023
Editore: IEEE
DOI: 10.5281/zenodo.7801265

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

Autori: Ábelová, Tereza; Kohút, Roman; Fedorová, Kristína; Kvasnica, Michal
Pubblicato in: IFAC World Congress 2023, Yokohama, Japan, 2023, ISSN 1474-6670
Editore: IFAC
DOI: 10.5281/zenodo.8333676

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

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

A Software Package for MPC Design and Tuning: MPT+

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

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

Autori: Kiš, Karol; Klaučo, Martin
Pubblicato in: Proceedings of the 24th International Conference on Process Control - Summaries Volume, 2023
Editore: 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

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

Steady-State Analysis of Industrial MPC Controllers

Autori: Vargan, Jozef; Puk, Jakub; Ľubušký, Karol; Fikar, Miroslav
Pubblicato in: Process Control ´23, Summaries Volume, 2023
Editore: Slovak Chemical Library
DOI: 10.5281/zenodo.8055606

Distributed Model Predictive Control Design for a Laboratory Device

Autori: Pavlovičová, Erika; Oravec, Juraj
Pubblicato in: Proceedings of the 24th International Conference on Process Control - Summaries Volume, 2023
Editore: Slovak Chemical Library
DOI: 10.5281/zenodo.8043672

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

Autori: Martin Mojto; Karol L'ubušký; Miroslav Fikar; Radoslav Paulen
Pubblicato in: Advanced Process Modelling Forum 18-19 October 2022, 2022
Editore: -
DOI: 10.5281/zenodo.8284020

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

Autori: Rastislav Fáber; Karol L'ubušký; Martin Mojto; Radoslav Paulen
Pubblicato in: 49th International Conference of the Slovak Society of Chemical Engineering SSCHE 2023, 2023
Editore: Slovak Society of Chemical Engineering, Bratislava, SK
DOI: 10.5281/zenodo.8284097

Comparing Linear and Nonlinear Soft Sensor Approaches for Industrial Distillation Columns

Autori: Mojto, Martin; L'ubušký, Karol; Fikar, Miroslav; Paulen, Radoslav
Pubblicato in: 49th International Conference of SSCHE, 2023
Editore: Slovak Society of Chemical Engineering
DOI: 10.5281/zenodo.8283768

Real-Time Outlier Detection with Dynamic Process Limits

Autori: Wadinger, Marek; Kvasnica, Michal
Pubblicato in: Proceedings of the 2023 24th International Conference on Process Control, 2023
Editore: IEEE
DOI: 10.48550/arxiv.2301.13527

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

Autori: Horváthová, Michaela; Oravec, Juraj
Pubblicato in: Proceedings of the 24th International Conference on Process Control - Summaries Volume, 2023
Editore: Slovak Chemical Library
DOI: 10.5281/zenodo.8038238

Peer reviewed articles (8)

Expert Systems with Applications

Autori: Wadinger, Marek; Kvasnica, Michal
Pubblicato in: Expert Systems with Applications, 2024, ISSN 0957-4174
Editore: Elsevier
DOI: 10.1016/j.eswa.2024.123200

IEEE Access

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

Sensors

Autori: Rohal-Ilkiv, Boris; Gulan, Martin; Minarčík, Peter
Pubblicato in: Sensors; Volume 23; Numero 9; Pages: 4463, 2023, ISSN 1424-8220
Editore: MDPI AG
DOI: 10.3390/s23094463

Computers and Chemical Engineering

Autori: Mojto, Martin; L'ubušký, Karol; Fikar, Miroslav; Paulen, Radoslav
Pubblicato in: Computers & Chemical Engineering, 2023, ISSN 0098-1354
Editore: Elsevier
DOI: 10.48550/arxiv.2308.02872

Automatica

Autori: Mitze, Ruth; Kvasnica, Michal; Mönnigmann, Martin
Pubblicato in: Automatica, 2023, ISSN 0005-1098
Editore: Elsevier
DOI: 10.48550/arxiv.2303.11773

Simple Tuning of Arbitrary Controllers using Governors

Autori: Fikar, Miroslav; Kiš, Karol; Klaučo, Martin; Mönnigmann, Martin
Pubblicato in: IFAC World Congress 2023, Yokohama, Japan, 2023, ISSN 2405-8963
Editore: IFAC
DOI: 10.5281/zenodo.8150185

Applied Thermal Engineering

Autori: Raphael Dyrska; Michaela Horváthová; Peter Bakaráč; Martin Mönnigmann; Juraj Oravec
Pubblicato in: Applied Thermal Engineering, 2023, ISSN 1359-4311
Editore: Elsevier
DOI: 10.1016/j.applthermaleng.2023.120366

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

Autori: Vaccari, Marco; Bacci di Capaci, Riccardo; Busoni, Alberto; Pannocchia, Gabriele
Pubblicato in: IFAC-PapersOnLine, 2023, ISSN 2405-8963
Editore: Elsevier
DOI: 10.5281/zenodo.8093913