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

Projektinformationen

PROMATAI

ID Finanzhilfevereinbarung: 101129698

DOI

10.3030/101129698

EK-Unterschriftsdatum 14 August 2023

Startdatum 1 Januar 2024

Enddatum 31 Dezember 2027

Finanziert unter

• Marie Skłodowska-Curie Actions (MSCA)

Gesamtkosten

Keine Daten

EU-Beitrag

€ 1 633 000,00

Koordiniert durch

SIEC BADAWCZA LUKASIEWICZ INSTYTUT MATERIALOW POLIMEROWYCH
Poland

CORDIS bietet Links zu öffentlichen Ergebnissen und Veröffentlichungen von HORIZONT-Projekten.

Links zu Ergebnissen und Veröffentlichungen von RP7-Projekten sowie Links zu einigen Typen spezifischer Ergebnisse wie Datensätzen und Software werden dynamisch von OpenAIRE abgerufen.

Leistungen

Documents, reports (2)

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)

Data Management Plan (1)

Data Management Plan

Data Management Plan will be prepared.

Veröffentlichungen

Book chapters (25)

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

Autoren: Volodymyr Krasinskyi, Paweł Wesołowski, Maciej Siałkowski, Eva Krupárová, Dionysios Lagounaris, Radoslav Roskovic
Veröffentlicht in: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Ausgabe Volume 2, 2025
Herausgeber: 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

Autoren: Štefčák, Pavol; Gajdoš, Ivan; Sarris, Ioannis; Ganusauskaitė, Akvilina
Veröffentlicht in: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Ausgabe Volume 1, 2024
Herausgeber: Technical University of Kosice
DOI: 10.5281/zenodo.14686506

Electrically Conductive Hybrid Composites Based on Polyvinylpyrrolidone Copolymers

Autoren: Oleksandr Grytsenko, Ludmila Dulebova, Nataliia Baran, Ivan Gajdoš, Oksana Krasinska
Veröffentlicht in: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Ausgabe Volume 2, 2025
Herausgeber: 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

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

New Trends in FGF Large-Scale Additive Manufacturing

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

Explainable Artificial Intelligence: Concepts, Challenges and Applications

Autoren: Małgorzata Charytanowicz, Rafał Stęgierski, Andrzej Sumorek, Mindaugas Karnickas, Tomas Mandul’ak, Anna Rudawska
Veröffentlicht in: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Ausgabe Volume 2, 2025
Herausgeber: 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

Autoren: Oksana Krasinska, Krzysztof Moraczewski, Daniel Kaczor, Łukasz Borowski, Vasiliki Dimaki, Aneta Raszkowska-Kaczor
Veröffentlicht in: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Ausgabe Volume 2, 2025
Herausgeber: 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

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

Classification of porous materials using deep convolutional neural networks

Autoren: Stegierski, Rafal; Charytanowicz, Małgorzata; MOUSTRIS, KONSTANTINOS; Lagounaris, Dionysios
Veröffentlicht in: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Ausgabe Volume 1, 2024
Herausgeber: Technical University of Kosice
DOI: 10.5281/zenodo.14686541

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

Autoren: Levytskyi, Volodymyr; Hrytsenko, Taras; Dulebova, Ludmila; Sikora, Janusz
Veröffentlicht in: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Ausgabe Volume 1, 2024
Herausgeber: Technical University of Kosice
DOI: 10.5281/zenodo.14686466

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

Autoren: Daniel Kaczor, Krzysztof Bajer, Karol Strzałkowski, Paweł Szroeder, Dušan Manduľák, Aneta Raszkowska-Kaczor
Veröffentlicht in: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Ausgabe Volume 2, 2025
Herausgeber: 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

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

Communication of controllers and executive components in industrial devices

Autoren: Buczaj, Marcin; Sumorek, Andrzej; Sofiadis, George; Bartnicki, Adrian
Veröffentlicht in: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Ausgabe Volume 1, 2024
Herausgeber: Technical University of Kosice
DOI: 10.5281/zenodo.14685998

Influence of Polylactide Extrusion Parameters on the Obtained Gaseous Products

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

Simulation of Parts Production Using Biodegradable Materials

Autoren: Ján Varga, Viliam Kapraľ, Ľudmila Dulebová, George Katranas, Lukas Barkus, Volodymyr Krasinskyi
Veröffentlicht in: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Ausgabe Volume 2, 2025
Herausgeber: 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

Autoren: Marcin Buczaj, Karolina Głogowska, Janusz Sikora, Panagiota Pimenidou, George Katranas, Mirosław Ferdynus
Veröffentlicht in: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Ausgabe Volume 2, 2025
Herausgeber: 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

Autoren: Konstantinos Moustris, Nikolaos Polychronopoulos, Panagiota Pimenidou, Georgios Spyropoulos, Ioannis Sarris, Georgios Sofiadis, Crhistos Liosis, Evangelos Karvelas, Sofia Peppa, Theodoros Karakasidis
Veröffentlicht in: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Ausgabe Volume 2, 2025
Herausgeber: 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

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

Processing of polylactide-based composites with nanocarbon fillers

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

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

Autoren: Varga, Ján; Spišák, Emil; Krasinskyi, Volodymyr; Katranas, George
Veröffentlicht in: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Ausgabe Volume 1, 2024
Herausgeber: Technical University of Kosice
DOI: 10.5281/zenodo.14686564

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

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

Biodegradable Polymers: properties and application

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

Combined polymer composites based on 3D printed polylactide matrices

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

Analysis of components of the chemical metallization solution

Autoren: Moravskyi, Volodymyr; Kucherenko, Anastasiia; Dulebova, Ludmila; Roskovic, Radoslav
Veröffentlicht in: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Ausgabe Volume 1, 2024
Herausgeber: Technical University of Kosice
DOI: 10.5281/zenodo.14686488

Obtaining bio(nano)composite based on PBS and MWCNTs

Autoren: Krasinskyi, Volodymyr; Bajer, Krzysztof; Krasinska, Oksana; Dulebova, Ludmila; Sarris, Ioannis
Veröffentlicht in: Modern polymer materials and technologies, 2024
Herausgeber: Lviv Polytechnic Publishing House, Lviv, Ukraine
DOI: 10.5281/ZENODO.14626422

Conference proceedings (8)

Obtaining bio(nano)composite based on PBS and MWCNTs

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

Performance Evaluation of Feed Opening Section Based on Throughput Metrics

Autoren: Kapral Viliam, Gajdoš Ivan, Manduľák Dušan, Krasinskyi Volodymyr
Veröffentlicht in: The International Conference Pro-Tech-Ma 2025. The Progressive Technologies and Materials in Mechanical Engineering, 2025
Herausgeber: 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

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

MWCNT-Reinforced BioPBS for Sustainable Applications

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

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

Autoren: Dulebova, Ludmila; Krasinskyi, Volodymyr; Polychronopoulos, Nickolas; Bajer, Krzysztof; Krasinska, Oksana
Veröffentlicht in: International Scientific Conference Progressive Technologies and Materials PRO-TECH-MA 2024, 2024
Herausgeber: 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

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

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

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

Designing extrusion screws using artificial intelligence

Autoren: Sikora, Janusz; Polychronopoulos, Nickolas; MOUSTRIS, KONSTANTINOS; Karakasidis, Theodoros; Vlachopoulos, John; Sarris, Ioannis; Krasinskyi, Volodymyr
Veröffentlicht in: 40th International Conference of Polymer Processing Society (PPS-40), 2025
Herausgeber: 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

Autoren: Dulebova, Ludmila; Krasinskyi, Volodymyr; Bajer, Krzysztof; Krasinska, Oksana; Karvelas, Evangelos G.
Veröffentlicht in: Transfer inovácií, Ausgabe 49, 2024, ISSN 1337-7094
Herausgeber: Technical University of Kosice
DOI: 10.5281/ZENODO.13343684

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

Autoren: Minale, Yitbarek Firew; Gajdoš, Ivan; Štefčák, Pavol; Dulebova, Ludmila; Jachowicz, Tomasz; Szabo, Tamas J.; Major, Andrea Ádámné; Marossy, Kálmán
Veröffentlicht in: Polymers, Ausgabe 17(9), 2025
Herausgeber: MDPI
DOI: 10.3390/POLYM17091149

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

Autoren: Krasinskyi, Volodymyr; Bajer, Krzysztof; Dulebova, Ludmila; Polychronopoulos, Nickolas; Krasinska, Oksana; Kaczor, Daniel
Veröffentlicht in: Beilstein Journal of Nanotechnology, Ausgabe 16, 2025
Herausgeber: Beilstein-Institut
DOI: 10.3762/BJNANO.16.76

Implementation of Machine Learning in Flat Die Extrusion of Polymers

Autoren: Polychronopoulos, Nickolas; Sarris, Ioannis; Vlachopoulos, John
Veröffentlicht in: Molecules, Ausgabe 30(9), 2025
Herausgeber: MDPI
DOI: 10.3390/MOLECULES30091879

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

Autoren: Minale, Yitbarek Firew; Gajdoš, Ivan; Štefčák, Pavol; Szabó, Tamás; Polyákné Kovács, Annamária; Major, Andrea Ádámné; Marossy, Kálmán
Veröffentlicht in: Sustainability, Ausgabe 17(5), 2025, ISSN 2071-1050
Herausgeber: MDPI Open Access Publishing
DOI: 10.3390/SU17052033

Machine learning for screw design in single‐screw extrusion

Autoren: Polychronopoulos, Nickolas; MOUSTRIS, KONSTANTINOS; Karakasidis, Theodoros; Sikora, Janusz; Krasinskyi, Volodymyr; Sarris, Ioannis; Vlachopoulos, John
Veröffentlicht in: Polymer Engineering & Science, Ausgabe 65(5), 2025, ISSN 1548-2634
Herausgeber: 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

Autoren: Janusz Sikora, Volodymyr Krasinskyi
Veröffentlicht in: Ausgabe Volume 2, 2025
Herausgeber: 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

Autoren: Ludmila Dulebova, Volodymyr Krasinskyi
Veröffentlicht in: Ausgabe Volume 1, 2024
Herausgeber: Technical University of Kosice

Thesis and dissertations (2)

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

Autoren: Daniel Kaczor
Veröffentlicht in: PhD thesis, 2024
Herausgeber: Kazimierz Wielki University, Poland

Analysis of mechanical properties of bio(nano)composites

Autoren: Alexandra Baranova
Veröffentlicht in: Bachelor's Thesis, 2025
Herausgeber: Technical University of Kosice, Slovakia