Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms

Informations projet

PROMATAI

N° de convention de subvention: 101129698

DOI

10.3030/101129698

Date de signature de la CE 14 Août 2023

Date de début 1 Janvier 2024

Date de fin 31 Decembre 2027

Financé au titre de

• Marie Skłodowska-Curie Actions (MSCA)

Coût total

Aucune donnée

Contribution de l’UE

€ 1 633 000,00

Coordonné par

SIEC BADAWCZA LUKASIEWICZ INSTYTUT MATERIALOW POLIMEROWYCH
Poland

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

Documents, reports (3)

Bio(nano)composite properties report

Report on the study and selection of the bio(nano)composite (technological parameters, images, property tables).

Comparative study report of FOS (simulation and experiments)

Results of theoretical and experimental studies of FOS (virtual models, simulation and calculation results, technical drawings, performance tests)

Comparative study report of AGFS (simulation and experiments)

AGFS theoretical and experimental studies results (virtual models, simulation and calculation results, technical drawings, performance tests).

Data Management Plan (1)

Data Management Plan

Data Management Plan will be prepared.

Publications

Book chapters (25)

Integrating Artificial Intelligence in Polymer Processing and Recycling: A Short Review

Auteurs: Volodymyr Krasinskyi, Paweł Wesołowski, Maciej Siałkowski, Eva Krupárová, Dionysios Lagounaris, Radoslav Roskovic
Publié dans: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numéro Volume 2, 2025
Éditeur: Diocesan Publishing House & Printing House Sandomierz Sp. z o.o., Poland
DOI: 10.5281/ZENODO.18458112

Design of a large-scale additive manufacturing unit for the processing of biodegradable materials

Auteurs: Štefčák, Pavol; Gajdoš, Ivan; Sarris, Ioannis; Ganusauskaitė, Akvilina
Publié dans: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numéro Volume 1, 2024
Éditeur: Technical University of Kosice
DOI: 10.5281/zenodo.14686506

Electrically Conductive Hybrid Composites Based on Polyvinylpyrrolidone Copolymers

Auteurs: Oleksandr Grytsenko, Ludmila Dulebova, Nataliia Baran, Ivan Gajdoš, Oksana Krasinska
Publié dans: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numéro Volume 2, 2025
Éditeur: Diocesan Publishing House & Printing House Sandomierz Sp. z o.o., Poland
DOI: 10.5281/ZENODO.18467004

Random forest machine learning algorithm for screw design in polymer extrusion

Auteurs: Polychronopoulos, Nickolas; MOUSTRIS, KONSTANTINOS; Karakasidis, Theodoros; Karvelas, Evangelos; LIOSIS, CHRISTOS; Sofiadis, George; Pimenidou, Panagiota; Peppa, Sofia; Sarris, Ioannis
Publié dans: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numéro Volume 1, 2024
Éditeur: Technical University of Kosice
DOI: 10.5281/zenodo.14679217

New Trends in FGF Large-Scale Additive Manufacturing

Auteurs: Pavol Štefčák, Ivan Gajdoš, Emil Spišák, Adrian Bartnicki, Povilas Padleckas
Publié dans: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numéro Volume 2, 2025
Éditeur: Diocesan Publishing House & Printing House Sandomierz Sp. z o.o., Poland
DOI: 10.5281/ZENODO.18458039

Explainable Artificial Intelligence: Concepts, Challenges and Applications

Auteurs: Małgorzata Charytanowicz, Rafał Stęgierski, Andrzej Sumorek, Mindaugas Karnickas, Tomas Mandul’ak, Anna Rudawska
Publié dans: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numéro Volume 2, 2025
Éditeur: Diocesan Publishing House & Printing House Sandomierz Sp. z o.o., Poland
DOI: 10.5281/ZENODO.18458284

Development of Composites with Enhanced Mechanical Properties and High Thermal Stability Based on Polypropylene and non-Metallic Components Derived from Waste Printed Circuit Boards

Auteurs: Oksana Krasinska, Krzysztof Moraczewski, Daniel Kaczor, Łukasz Borowski, Vasiliki Dimaki, Aneta Raszkowska-Kaczor
Publié dans: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numéro Volume 2, 2025
Éditeur: Diocesan Publishing House & Printing House Sandomierz Sp. z o.o., Poland
DOI: 10.5281/ZENODO.18467095

Biodegradable polylactide materials containing starch: regularities of obtaining, structure and properties

Auteurs: Kulish-Pelenska, Bozhena; Levytskyi, Volodymyr; Katruk, Diana; Masyuk, Andrii; Kysil, Khrystyna; Spišák, Emil
Publié dans: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numéro Volume 1, 2024
Éditeur: Technical University of Kosice
DOI: 10.5281/zenodo.14686439

Classification of porous materials using deep convolutional neural networks

Auteurs: Stegierski, Rafal; Charytanowicz, Małgorzata; MOUSTRIS, KONSTANTINOS; Lagounaris, Dionysios
Publié dans: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numéro Volume 1, 2024
Éditeur: Technical University of Kosice
DOI: 10.5281/zenodo.14686541

Use of soluble polymers and their blends for the production of functionalized hydrogel materials

Auteurs: Levytskyi, Volodymyr; Hrytsenko, Taras; Dulebova, Ludmila; Sikora, Janusz
Publié dans: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numéro Volume 1, 2024
Éditeur: Technical University of Kosice
DOI: 10.5281/zenodo.14686466

Review: Polylactide Composites with Nanocarbon Fillers Obtained by Melt Mixing – Thermal and Electrical Conductivity

Auteurs: Daniel Kaczor, Krzysztof Bajer, Karol Strzałkowski, Paweł Szroeder, Dušan Manduľák, Aneta Raszkowska-Kaczor
Publié dans: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numéro Volume 2, 2025
Éditeur: Diocesan Publishing House & Printing House Sandomierz Sp. z o.o., Poland
DOI: 10.5281/ZENODO.18466821

Development and testing of innovative solutions for the processing of medical films based on silver-filled nanocomposite hydrogels

Auteurs: Grytsenko, Oleksandr; Pukach, Petro; Yevtushenko, Mariya; Krasinskyi, Volodymyr; Rudawska, Anna
Publié dans: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numéro Volume 1, 2024
Éditeur: Technical University of Kosice
DOI: 10.5281/zenodo.14686309

Communication of controllers and executive components in industrial devices

Auteurs: Buczaj, Marcin; Sumorek, Andrzej; Sofiadis, George; Bartnicki, Adrian
Publié dans: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numéro Volume 1, 2024
Éditeur: Technical University of Kosice
DOI: 10.5281/zenodo.14685998

Influence of Polylactide Extrusion Parameters on the Obtained Gaseous Products

Auteurs: Lisewska Daria, Stasiek Andrzej, Ligor Tomasz, Mazuryk Alicja, Georgios Schoinas, Edgaras Rimkus
Publié dans: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numéro Volume 2, 2025
Éditeur: Diocesan Publishing House & Printing House Sandomierz Sp. z o.o., Poland
DOI: 10.5281/ZENODO.18466920

Simulation of Parts Production Using Biodegradable Materials

Auteurs: Ján Varga, Viliam Kapraľ, Ľudmila Dulebová, George Katranas, Lukas Barkus, Volodymyr Krasinskyi
Publié dans: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numéro Volume 2, 2025
Éditeur: Diocesan Publishing House & Printing House Sandomierz Sp. z o.o., Poland
DOI: 10.5281/ZENODO.18458201

Advanced Dosing Systems for Bulk Solids in Intelligent Extruders

Auteurs: Marcin Buczaj, Karolina Głogowska, Janusz Sikora, Panagiota Pimenidou, George Katranas, Mirosław Ferdynus
Publié dans: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numéro Volume 2, 2025
Éditeur: Diocesan Publishing House & Printing House Sandomierz Sp. z o.o., Poland
DOI: 10.5281/ZENODO.18466767

Data-Driven Prediction of Screw Length in Single-Screw Extruders for the Plastics Processing Industry

Auteurs: Konstantinos Moustris, Nikolaos Polychronopoulos, Panagiota Pimenidou, Georgios Spyropoulos, Ioannis Sarris, Georgios Sofiadis, Crhistos Liosis, Evangelos Karvelas, Sofia Peppa, Theodoros Karakasidis
Publié dans: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numéro Volume 2, 2025
Éditeur: Diocesan Publishing House & Printing House Sandomierz Sp. z o.o., Poland
DOI: 10.5281/ZENODO.18457883

Establishing the Possibility of Obtaining Films Based on Polyvinylpyrrolidone Copolymers with a Combined Matrix by Centrifugal Molding. Review of Equipment and Technologies

Auteurs: Taras Hrytsenko, Volodymyr Moravskyi, Volodymyr Krasinskyi, Petro Pukach
Publié dans: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numéro Volume 2, 2025
Éditeur: Diocesan Publishing House & Printing House Sandomierz Sp. z o.o., Poland
DOI: 10.5281/ZENODO.18467188

Processing of polylactide-based composites with nanocarbon fillers

Auteurs: Kaczor, Daniel; Bajer, Krzysztof; Domek, Grzegorz; Raszkowska-Kaczor, Aneta; Szroeder, Paweł; Głogowska, Karolina
Publié dans: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numéro Volume 1, 2024
Éditeur: Technical University of Kosice
DOI: 10.5281/zenodo.14686385

Advanced approaches and modern strategies in 5-axis milling for mould making

Auteurs: Varga, Ján; Spišák, Emil; Krasinskyi, Volodymyr; Katranas, George
Publié dans: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numéro Volume 1, 2024
Éditeur: Technical University of Kosice
DOI: 10.5281/zenodo.14686564

Development of new technology for obtaining polyvinylpyrrolidone bio(nano)composites

Auteurs: Krasinskyi, Volodymyr; Dulebova, Ludmila; Bajer, Krzysztof; Krasinska, Oksana; Polychronopoulos, Nickolas; Manduľák, Dušan
Publié dans: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numéro Volume 1, 2024
Éditeur: Technical University of Kosice
DOI: 10.5281/zenodo.14679121

Biodegradable Polymers: properties and application

Auteurs: Dulebova, Ludmila; Moravskyi, Volodymyr; Dimaki, Vasiliki; Schinas, Georgios; Karnickas, Mindaugas
Publié dans: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numéro Volume 1, 2024
Éditeur: Technical University of Kosice
DOI: 10.5281/zenodo.14686117

Combined polymer composites based on 3D printed polylactide matrices

Auteurs: Kechur, Dmytro; Levytskyi, Volodymyr; Katruk, Diana; Masyuk, Andrii; Davydovych, Artem; Krasinskyi, Volodymyr
Publié dans: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numéro Volume 1, 2024
Éditeur: Technical University of Kosice
DOI: 10.5281/zenodo.14686405

Analysis of components of the chemical metallization solution

Auteurs: Moravskyi, Volodymyr; Kucherenko, Anastasiia; Dulebova, Ludmila; Roskovic, Radoslav
Publié dans: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numéro Volume 1, 2024
Éditeur: Technical University of Kosice
DOI: 10.5281/zenodo.14686488

Obtaining bio(nano)composite based on PBS and MWCNTs

Auteurs: Krasinskyi, Volodymyr; Bajer, Krzysztof; Krasinska, Oksana; Dulebova, Ludmila; Sarris, Ioannis
Publié dans: Modern polymer materials and technologies, 2024
Éditeur: Lviv Polytechnic Publishing House, Lviv, Ukraine
DOI: 10.5281/ZENODO.14626422

Conference proceedings (8)

Obtaining bio(nano)composite based on PBS and MWCNTs

Auteurs: Krasinskyi, Volodymyr; Bajer, Krzysztof; Krasinska, Oksana; Dulebova, Ludmila; Sarris, Ioannis
Publié dans: 5th International Scientific Conference on Advanced Polymer Materials and Technologies 2024, 2024
Éditeur: Lviv Polytechnic Publishing House
DOI: 10.5281/zenodo.14503368

Performance Evaluation of Feed Opening Section Based on Throughput Metrics

Auteurs: Kapral Viliam, Gajdoš Ivan, Manduľák Dušan, Krasinskyi Volodymyr
Publié dans: The International Conference Pro-Tech-Ma 2025. The Progressive Technologies and Materials in Mechanical Engineering, 2025
Éditeur: Lublin University of Technology
DOI: 10.5281/ZENODO.15837867

The study of the impact of feed opening shape and size on the throughput of the feed opening section of a single-screw extruder

Auteurs: Krasinskyi, Volodymyr; Bajer, Krzysztof; Bartnicki, Adrian; Dulebova, Ludmila; Gajdoš, Ivan; Buczaj, Marcin; Padleckas, Povilas
Publié dans: XVI Scientific and Technical Conference ‘Carbon Materials and Polymer Composites: Science and Industry 2025’, 2025
Éditeur: Sieć Badawcza Łukasiewicz - Instytut Materiałów Polimerowych
DOI: 10.5281/ZENODO.15221880

MWCNT-Reinforced BioPBS for Sustainable Applications

Auteurs: Krasinskyi, Volodymyr; Bajer, Krzysztof; Krasinska, Oksana; Sarris, Ioannis; Dulebova, Ludmila; Ganusauskaite, Akvilina; Manduľák, Dušan
Publié dans: XXVII Scientific Conference Modyfikacja Polimerów (MODPOL 2025), 2025
Éditeur: Wrocław University of Science and Technology
DOI: 10.5281/ZENODO.17311579

Analysis of the Selected Properties of Bio(nano)composites Based on PBS

Auteurs: Dulebova, Ludmila; Krasinskyi, Volodymyr; Polychronopoulos, Nickolas; Bajer, Krzysztof; Krasinska, Oksana
Publié dans: International Scientific Conference Progressive Technologies and Materials PRO-TECH-MA 2024, 2024
Éditeur: Rzeszów University of Technology Publishing House
DOI: 10.5281/zenodo.14503118

Design and Optimization of a Universal Feed Opening Section for a Single-Screw Extruder

Auteurs: Krasinskyi, Volodymyr; Bajer, Krzysztof; Bartnicki, Adrian; Dulebova, Ludmila; Gajdoš, Ivan; Karvelas, Evangelos; LIOSIS, CHRISTOS
Publié dans: 22nd Scientific and Technical Conference on Engineering Polymers and Composites 2025, 2025
Éditeur: Silesian University of Technology
DOI: 10.5281/ZENODO.17474275

Structure and Properties of Bio(nano)composite Based on PBS and Carbon Nanotubes

Auteurs: Krasinskyi, Volodymyr; Bajer, Krzysztof; Dulebova, Ludmila; Polychronopoulos, Nickolas; Krasinska, Oksana; Padleckas, Povilas
Publié dans: 21st Scientific and Technical Conference on Engineering Polymers and Composites 2024, 2024
Éditeur: Silesian University of Technology
DOI: 10.5281/zenodo.14503286

Designing extrusion screws using artificial intelligence

Auteurs: Sikora, Janusz; Polychronopoulos, Nickolas; MOUSTRIS, KONSTANTINOS; Karakasidis, Theodoros; Vlachopoulos, John; Sarris, Ioannis; Krasinskyi, Volodymyr
Publié dans: 40th International Conference of Polymer Processing Society (PPS-40), 2025
Éditeur: University of Auckland
DOI: 10.5281/ZENODO.15268542

Peer reviewed articles (6)

The mechanical properties of Bio(nano)composites based on PBS with the addition of CNTs

Auteurs: Dulebova, Ludmila; Krasinskyi, Volodymyr; Bajer, Krzysztof; Krasinska, Oksana; Karvelas, Evangelos G.
Publié dans: Transfer inovácií, Numéro 49, 2024, ISSN 1337-7094
Éditeur: Technical University of Kosice
DOI: 10.5281/ZENODO.13343684

Thermodynamic and Technological Compatibility of Polyvinyl Chloride, Thermoplastic Polyurethane, and Bio-Plasticizer Blends

Auteurs: Minale, Yitbarek Firew; Gajdoš, Ivan; Štefčák, Pavol; Dulebova, Ludmila; Jachowicz, Tomasz; Szabo, Tamas J.; Major, Andrea Ádámné; Marossy, Kálmán
Publié dans: Polymers, Numéro 17(9), 2025
Éditeur: MDPI
DOI: 10.3390/POLYM17091149

Multifunctional properties of bio-poly(butylene succinate) reinforced with multiwalled carbon nanotubes

Auteurs: Krasinskyi, Volodymyr; Bajer, Krzysztof; Dulebova, Ludmila; Polychronopoulos, Nickolas; Krasinska, Oksana; Kaczor, Daniel
Publié dans: Beilstein Journal of Nanotechnology, Numéro 16, 2025
Éditeur: Beilstein-Institut
DOI: 10.3762/BJNANO.16.76

Implementation of Machine Learning in Flat Die Extrusion of Polymers

Auteurs: Polychronopoulos, Nickolas; Sarris, Ioannis; Vlachopoulos, John
Publié dans: Molecules, Numéro 30(9), 2025
Éditeur: MDPI
DOI: 10.3390/MOLECULES30091879

Mechanical Properties of PVC/TPU Blends Enhanced with a Sustainable Bio-Plasticizer

Auteurs: Minale, Yitbarek Firew; Gajdoš, Ivan; Štefčák, Pavol; Szabó, Tamás; Polyákné Kovács, Annamária; Major, Andrea Ádámné; Marossy, Kálmán
Publié dans: Sustainability, Numéro 17(5), 2025, ISSN 2071-1050
Éditeur: MDPI Open Access Publishing
DOI: 10.3390/SU17052033

Machine learning for screw design in single‐screw extrusion

Auteurs: Polychronopoulos, Nickolas; MOUSTRIS, KONSTANTINOS; Karakasidis, Theodoros; Sikora, Janusz; Krasinskyi, Volodymyr; Sarris, Ioannis; Vlachopoulos, John
Publié dans: Polymer Engineering & Science, Numéro 65(5), 2025, ISSN 1548-2634
Éditeur: Wiley
DOI: 10.1002/PEN.27170

Monographic books (2)

Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms

Auteurs: Janusz Sikora, Volodymyr Krasinskyi
Publié dans: Numéro Volume 2, 2025
Éditeur: Diocesan Publishing House & Printing House Sandomierz Sp. z o.o., Poland
DOI: 10.5281/ZENODO.18410453

Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms

Auteurs: Ludmila Dulebova, Volodymyr Krasinskyi
Publié dans: Numéro Volume 1, 2024
Éditeur: Technical University of Kosice

Thesis and dissertations (2)

Production technology of biodegradable polymer composites containing carbon nanotubes and graphene with increased strength

Auteurs: Daniel Kaczor
Publié dans: PhD thesis, 2024
Éditeur: Kazimierz Wielki University, Poland

Analysis of mechanical properties of bio(nano)composites

Auteurs: Alexandra Baranova
Publié dans: Bachelor's Thesis, 2025
Éditeur: Technical University of Kosice, Slovakia