Fostering Opportunities Towards Slovak Excellence in Advanced Control for Smart Industries

Información del proyecto

FrontSeat

Identificador del acuerdo de subvención: 101079342

DOI

10.3030/101079342

Proyecto cerrado

Fecha de la firma de la CE 28 Julio 2022

Fecha de inicio 1 Octubre 2022

Fecha de finalización 30 Septiembre 2025

Financiado con arreglo a

• Widening participation and spreading excellence

Coste total

€ 1 356 937,50

Aportación de la UE

€ 1 356 937,50

Coordinado por

SLOVENSKA TECHNICKA UNIVERZITA V BRATISLAVE
Slovakia

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

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

Publicaciones

Conference proceedings (21)

Towards Temperature Monitoring in Long-Term Grain Storage

Autores: Fáber, Rastislav; Valo, Richard; Roman, Miloš; Paulen, Radoslav
Publicado en: 2022 Cybernetics & Informatics (K&I), 2022
Editor: IEEE
DOI: 10.1109/ki55792.2022.9925919

Computer Aided Chemical Engineering

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

Real-Time Deep-Learning-Driven Parallel MPC

Autores: Kohút, Roman; Pavlovičová, Erika; Oravec, Juraj; Fedorová, Kristína; Kvasnica, Michal
Publicado en: 2023 62nd IEEE Conference on Decision and Control (CDC), 2023
Editor: IEEE
DOI: 10.1109/cdc49753.2023.10383283

Smart Eco Greenhouse VESNA

Autores: Oravec, Juraj; Bakaráč, Peter; Pavlovičová, Erika; Fikar, Miroslav
Publicado en: IFAC-PapersOnLine, 2023, ISSN 2405-8963
Editor: Elsevier
DOI: 10.5281/zenodo.8188830

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

Autores: Mojto, Martin; L'ubušký, Karol; Fikar, Miroslav; Paulen, Radoslav
Publicado en: IFAC-PapersOnLine, 2023, ISSN 2405-8963
Editor: Elsevier
DOI: 10.5281/zenodo.8158645

Machine Learning-based Classification of Online Industrial Datasets

Autores: Fáber, Rastislav; Ľubušký, Karol; Paulen, Radoslav
Publicado en: Proceedings of the 2023 24th International Conference on Process Control, 2023
Editor: IEEE
DOI: 10.5281/zenodo.7801960

Power Output Reconstruction of Photovoltaic Curtailment

Autores: Kohút, Roman; Kvasnica, Michal
Publicado en: 2023 24th International Conference on Process Control (PC), 2023
Editor: IEEE
DOI: 10.5281/zenodo.8055715

Simple Controller Tuning for Unmanned Aerial Vehicles using Governors

Autores: Dyrska, Raphael; Müller, Jens; Fikar, Miroslav; Mönnigmann, Martin
Publicado en: Proceedings of the 2023 24th International Conference on Process Control, 2023
Editor: IEEE
DOI: 10.5281/zenodo.8058124

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

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

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

Autores: Fedorová, Kristína; Jiang, Yuning; Oravec, Juraj; Jones, Colin; Kvasnica, Michal
Publicado en: 62nd IEEE Conference on Decision and Control, 2023
Editor: IEEE
DOI: 10.48550/arxiv.2309.04444

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

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

Dynamic Power Purchase Agreement

Autores: Fedorová, Kristína; Ábelová, Tereza; Kvasnica, Michal
Publicado en: Proceedings of the 2023 24th International Conference on Process Control, 2023
Editor: IEEE
DOI: 10.5281/zenodo.8055673

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

Autores: Mojto, Martin; L'ubušký, Karol; Fikar, Miroslav; Paulen, Radoslav
Publicado en: 2023 24th International Conference on Process Control (PC), 2023
Editor: IEEE
DOI: 10.5281/zenodo.7806168

Tube MPC Extension of MPT: Experimental Analysis

Autores: Holaza, Juraj; Kvasnicová, Katrin; Pavlovičová, Erika; Oravec, Juraj
Publicado en: Proceedings of the 2023 24th International Conference on Process Control, 2023
Editor: IEEE
DOI: 10.5281/zenodo.8037663

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

Autores: Leonow, Sebastian; Dyrska, Raphael; Mönnigmann, Martin
Publicado en: 2023 European Control Conference (ECC), 2023
Editor: IEEE
DOI: 10.5281/zenodo.8169140

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

Autores: Tereza Ábelová; Kristína Fedorová; Michal Kvasnica
Publicado en: 2023 24th International Conference on Process Control (PC), 2023
Editor: IEEE
DOI: 10.5281/zenodo.8055340

MPC-Mimicking Neural Network Based on Homomorphic Encryption

Autores: Kalúz, Martin; Kohút, Roman; Dzurková, Diana
Publicado en: Proceedings of the 2023 24th International Conference on Process Control, 2023
Editor: IEEE
DOI: 10.5281/zenodo.7801265

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

Autores: Ábelová, Tereza; Kohút, Roman; Fedorová, Kristína; Kvasnica, Michal
Publicado en: IFAC World Congress 2023, Yokohama, Japan, 2023, ISSN 1474-6670
Editor: IFAC
DOI: 10.5281/zenodo.8333676

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

Autores: Vaccari, Marco; Bacci di Capaci, Riccardo; Pannocchia, Gabriele
Publicado en: 2023 24th International Conference on Process Control (PC), 2023
Editor: IEEE
DOI: 10.5281/zenodo.8093894

A Software Package for MPC Design and Tuning: MPT+

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

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

Autores: Kiš, Karol; Klaučo, Martin
Publicado en: Proceedings of the 24th International Conference on Process Control - Summaries Volume, 2023
Editor: 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

Autores: Gulan, Martin; Salaj, Michal; Rohal-Ilkiv, Boris
Publicado en: Actuators, Vol 12, Iss 9, p 343 (2023), 2023, ISSN 2076-0825
Editor: MDPI
DOI: 10.3390/act12090343

Steady-State Analysis of Industrial MPC Controllers

Autores: Vargan, Jozef; Puk, Jakub; Ľubušký, Karol; Fikar, Miroslav
Publicado en: Process Control ´23, Summaries Volume, 2023
Editor: Slovak Chemical Library
DOI: 10.5281/zenodo.8055606

Distributed Model Predictive Control Design for a Laboratory Device

Autores: Pavlovičová, Erika; Oravec, Juraj
Publicado en: Proceedings of the 24th International Conference on Process Control - Summaries Volume, 2023
Editor: Slovak Chemical Library
DOI: 10.5281/zenodo.8043672

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

Autores: Martin Mojto; Karol L'ubušký; Miroslav Fikar; Radoslav Paulen
Publicado en: Advanced Process Modelling Forum 18-19 October 2022, 2022
Editor: -
DOI: 10.5281/zenodo.8284020

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

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

Comparing Linear and Nonlinear Soft Sensor Approaches for Industrial Distillation Columns

Autores: Mojto, Martin; L'ubušký, Karol; Fikar, Miroslav; Paulen, Radoslav
Publicado en: 49th International Conference of SSCHE, 2023
Editor: Slovak Society of Chemical Engineering
DOI: 10.5281/zenodo.8283768

Real-Time Outlier Detection with Dynamic Process Limits

Autores: Wadinger, Marek; Kvasnica, Michal
Publicado en: Proceedings of the 2023 24th International Conference on Process Control, 2023
Editor: IEEE
DOI: 10.48550/arxiv.2301.13527

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

Autores: Horváthová, Michaela; Oravec, Juraj
Publicado en: Proceedings of the 24th International Conference on Process Control - Summaries Volume, 2023
Editor: Slovak Chemical Library
DOI: 10.5281/zenodo.8038238

Peer reviewed articles (8)

Expert Systems with Applications

Autores: Wadinger, Marek; Kvasnica, Michal
Publicado en: Expert Systems with Applications, 2024, ISSN 0957-4174
Editor: Elsevier
DOI: 10.1016/j.eswa.2024.123200

IEEE Access

Autores: Furka, Matus; Kalúz, Martin; Fikar, Miroslav; Klauco, Martin
Publicado en: IEEE Access, Vol 11, Pp 110328-110341 (2023), 2023, ISSN 2169-3536
Editor: IEEE
DOI: 10.1109/access.2023.3322035

Sensors

Autores: Rohal-Ilkiv, Boris; Gulan, Martin; Minarčík, Peter
Publicado en: Sensors; Volume 23; Edición 9; Pages: 4463, 2023, ISSN 1424-8220
Editor: MDPI AG
DOI: 10.3390/s23094463

Computers and Chemical Engineering

Autores: Mojto, Martin; L'ubušký, Karol; Fikar, Miroslav; Paulen, Radoslav
Publicado en: Computers & Chemical Engineering, 2023, ISSN 0098-1354
Editor: Elsevier
DOI: 10.48550/arxiv.2308.02872

Automatica

Autores: Mitze, Ruth; Kvasnica, Michal; Mönnigmann, Martin
Publicado en: Automatica, 2023, ISSN 0005-1098
Editor: Elsevier
DOI: 10.48550/arxiv.2303.11773

Simple Tuning of Arbitrary Controllers using Governors

Autores: Fikar, Miroslav; Kiš, Karol; Klaučo, Martin; Mönnigmann, Martin
Publicado en: IFAC World Congress 2023, Yokohama, Japan, 2023, ISSN 2405-8963
Editor: IFAC
DOI: 10.5281/zenodo.8150185

Applied Thermal Engineering

Autores: Raphael Dyrska; Michaela Horváthová; Peter Bakaráč; Martin Mönnigmann; Juraj Oravec
Publicado en: Applied Thermal Engineering, 2023, ISSN 1359-4311
Editor: Elsevier
DOI: 10.1016/j.applthermaleng.2023.120366

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

Autores: Vaccari, Marco; Bacci di Capaci, Riccardo; Busoni, Alberto; Pannocchia, Gabriele
Publicado en: IFAC-PapersOnLine, 2023, ISSN 2405-8963
Editor: Elsevier
DOI: 10.5281/zenodo.8093913