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

Informacje na temat projektu

PROMATAI

Identyfikator umowy o grant: 101129698

DOI

10.3030/101129698

Data podpisania przez KE 14 Sierpnia 2023

Data rozpoczęcia 1 Stycznia 2024

Data zakończenia 31 Grudnia 2027

Finansowanie w ramach

• Marie Skłodowska-Curie Actions (MSCA)

Koszt całkowity

Brak danych

Wkład UE

€ 1 633 000,00

Koordynowany przez

SIEC BADAWCZA LUKASIEWICZ INSTYTUT MATERIALOW POLIMEROWYCH
Poland

CORDIS oferuje możliwość skorzystania z odnośników do publicznie dostępnych publikacji i rezultatów projektów realizowanych w ramach programów ramowych HORYZONT.

Odnośniki do rezultatów i publikacji związanych z poszczególnymi projektami 7PR, a także odnośniki do niektórych konkretnych kategorii wyników, takich jak zbiory danych i oprogramowanie, są dynamicznie pobierane z systemu OpenAIRE .

Rezultaty

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.

Publikacje

Book chapters (25)

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

Autorzy: Volodymyr Krasinskyi, Paweł Wesołowski, Maciej Siałkowski, Eva Krupárová, Dionysios Lagounaris, Radoslav Roskovic
Opublikowane w: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numer Volume 2, 2025
Wydawca: 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

Autorzy: Štefčák, Pavol; Gajdoš, Ivan; Sarris, Ioannis; Ganusauskaitė, Akvilina
Opublikowane w: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numer Volume 1, 2024
Wydawca: Technical University of Kosice
DOI: 10.5281/zenodo.14686506

Electrically Conductive Hybrid Composites Based on Polyvinylpyrrolidone Copolymers

Autorzy: Oleksandr Grytsenko, Ludmila Dulebova, Nataliia Baran, Ivan Gajdoš, Oksana Krasinska
Opublikowane w: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numer Volume 2, 2025
Wydawca: 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

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

New Trends in FGF Large-Scale Additive Manufacturing

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

Explainable Artificial Intelligence: Concepts, Challenges and Applications

Autorzy: Małgorzata Charytanowicz, Rafał Stęgierski, Andrzej Sumorek, Mindaugas Karnickas, Tomas Mandul’ak, Anna Rudawska
Opublikowane w: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numer Volume 2, 2025
Wydawca: 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

Autorzy: Oksana Krasinska, Krzysztof Moraczewski, Daniel Kaczor, Łukasz Borowski, Vasiliki Dimaki, Aneta Raszkowska-Kaczor
Opublikowane w: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numer Volume 2, 2025
Wydawca: 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

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

Classification of porous materials using deep convolutional neural networks

Autorzy: Stegierski, Rafal; Charytanowicz, Małgorzata; MOUSTRIS, KONSTANTINOS; Lagounaris, Dionysios
Opublikowane w: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numer Volume 1, 2024
Wydawca: Technical University of Kosice
DOI: 10.5281/zenodo.14686541

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

Autorzy: Levytskyi, Volodymyr; Hrytsenko, Taras; Dulebova, Ludmila; Sikora, Janusz
Opublikowane w: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numer Volume 1, 2024
Wydawca: Technical University of Kosice
DOI: 10.5281/zenodo.14686466

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

Autorzy: Daniel Kaczor, Krzysztof Bajer, Karol Strzałkowski, Paweł Szroeder, Dušan Manduľák, Aneta Raszkowska-Kaczor
Opublikowane w: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numer Volume 2, 2025
Wydawca: 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

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

Communication of controllers and executive components in industrial devices

Autorzy: Buczaj, Marcin; Sumorek, Andrzej; Sofiadis, George; Bartnicki, Adrian
Opublikowane w: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numer Volume 1, 2024
Wydawca: Technical University of Kosice
DOI: 10.5281/zenodo.14685998

Influence of Polylactide Extrusion Parameters on the Obtained Gaseous Products

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

Simulation of Parts Production Using Biodegradable Materials

Autorzy: Ján Varga, Viliam Kapraľ, Ľudmila Dulebová, George Katranas, Lukas Barkus, Volodymyr Krasinskyi
Opublikowane w: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numer Volume 2, 2025
Wydawca: 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

Autorzy: Marcin Buczaj, Karolina Głogowska, Janusz Sikora, Panagiota Pimenidou, George Katranas, Mirosław Ferdynus
Opublikowane w: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numer Volume 2, 2025
Wydawca: 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

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

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

Processing of polylactide-based composites with nanocarbon fillers

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

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

Autorzy: Varga, Ján; Spišák, Emil; Krasinskyi, Volodymyr; Katranas, George
Opublikowane w: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numer Volume 1, 2024
Wydawca: Technical University of Kosice
DOI: 10.5281/zenodo.14686564

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

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

Biodegradable Polymers: properties and application

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

Combined polymer composites based on 3D printed polylactide matrices

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

Analysis of components of the chemical metallization solution

Autorzy: Moravskyi, Volodymyr; Kucherenko, Anastasiia; Dulebova, Ludmila; Roskovic, Radoslav
Opublikowane w: Development and testing of innovative solutions for the processing of hybrid materials and nanomaterials using artificial intelligence algorithms, Numer Volume 1, 2024
Wydawca: Technical University of Kosice
DOI: 10.5281/zenodo.14686488

Obtaining bio(nano)composite based on PBS and MWCNTs

Autorzy: Krasinskyi, Volodymyr; Bajer, Krzysztof; Krasinska, Oksana; Dulebova, Ludmila; Sarris, Ioannis
Opublikowane w: Modern polymer materials and technologies, 2024
Wydawca: Lviv Polytechnic Publishing House, Lviv, Ukraine
DOI: 10.5281/ZENODO.14626422

Conference proceedings (8)

Obtaining bio(nano)composite based on PBS and MWCNTs

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

Performance Evaluation of Feed Opening Section Based on Throughput Metrics

Autorzy: Kapral Viliam, Gajdoš Ivan, Manduľák Dušan, Krasinskyi Volodymyr
Opublikowane w: The International Conference Pro-Tech-Ma 2025. The Progressive Technologies and Materials in Mechanical Engineering, 2025
Wydawca: 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

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

MWCNT-Reinforced BioPBS for Sustainable Applications

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

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

Autorzy: Dulebova, Ludmila; Krasinskyi, Volodymyr; Polychronopoulos, Nickolas; Bajer, Krzysztof; Krasinska, Oksana
Opublikowane w: International Scientific Conference Progressive Technologies and Materials PRO-TECH-MA 2024, 2024
Wydawca: 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

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

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

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

Designing extrusion screws using artificial intelligence

Autorzy: Sikora, Janusz; Polychronopoulos, Nickolas; MOUSTRIS, KONSTANTINOS; Karakasidis, Theodoros; Vlachopoulos, John; Sarris, Ioannis; Krasinskyi, Volodymyr
Opublikowane w: 40th International Conference of Polymer Processing Society (PPS-40), 2025
Wydawca: 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

Autorzy: Dulebova, Ludmila; Krasinskyi, Volodymyr; Bajer, Krzysztof; Krasinska, Oksana; Karvelas, Evangelos G.
Opublikowane w: Transfer inovácií, Numer 49, 2024, ISSN 1337-7094
Wydawca: Technical University of Kosice
DOI: 10.5281/ZENODO.13343684

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

Autorzy: Minale, Yitbarek Firew; Gajdoš, Ivan; Štefčák, Pavol; Dulebova, Ludmila; Jachowicz, Tomasz; Szabo, Tamas J.; Major, Andrea Ádámné; Marossy, Kálmán
Opublikowane w: Polymers, Numer 17(9), 2025
Wydawca: MDPI
DOI: 10.3390/POLYM17091149

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

Autorzy: Krasinskyi, Volodymyr; Bajer, Krzysztof; Dulebova, Ludmila; Polychronopoulos, Nickolas; Krasinska, Oksana; Kaczor, Daniel
Opublikowane w: Beilstein Journal of Nanotechnology, Numer 16, 2025
Wydawca: Beilstein-Institut
DOI: 10.3762/BJNANO.16.76

Implementation of Machine Learning in Flat Die Extrusion of Polymers

Autorzy: Polychronopoulos, Nickolas; Sarris, Ioannis; Vlachopoulos, John
Opublikowane w: Molecules, Numer 30(9), 2025
Wydawca: MDPI
DOI: 10.3390/MOLECULES30091879

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

Autorzy: Minale, Yitbarek Firew; Gajdoš, Ivan; Štefčák, Pavol; Szabó, Tamás; Polyákné Kovács, Annamária; Major, Andrea Ádámné; Marossy, Kálmán
Opublikowane w: Sustainability, Numer 17(5), 2025, ISSN 2071-1050
Wydawca: MDPI Open Access Publishing
DOI: 10.3390/SU17052033

Machine learning for screw design in single‐screw extrusion

Autorzy: Polychronopoulos, Nickolas; MOUSTRIS, KONSTANTINOS; Karakasidis, Theodoros; Sikora, Janusz; Krasinskyi, Volodymyr; Sarris, Ioannis; Vlachopoulos, John
Opublikowane w: Polymer Engineering & Science, Numer 65(5), 2025, ISSN 1548-2634
Wydawca: 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

Autorzy: Janusz Sikora, Volodymyr Krasinskyi
Opublikowane w: Numer Volume 2, 2025
Wydawca: 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

Autorzy: Ludmila Dulebova, Volodymyr Krasinskyi
Opublikowane w: Numer Volume 1, 2024
Wydawca: Technical University of Kosice

Thesis and dissertations (2)

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

Autorzy: Daniel Kaczor
Opublikowane w: PhD thesis, 2024
Wydawca: Kazimierz Wielki University, Poland

Analysis of mechanical properties of bio(nano)composites

Autorzy: Alexandra Baranova
Opublikowane w: Bachelor's Thesis, 2025
Wydawca: Technical University of Kosice, Slovakia