Autonomous and Self-organized Artificial Intelligent Orchestrator for a Greener Industry 4.0

Informacje na temat projektu

TALON

Identyfikator umowy o grant: 101070181

DOI

10.3030/101070181

Projekt został zamknięty

Data podpisania przez KE 17 Czerwca 2022

Data rozpoczęcia 1 Października 2022

Data zakończenia 30 Września 2025

Finansowanie w ramach

• Digital, Industry and Space

Koszt całkowity

€ 3 769 382,50

Wkład UE

€ 3 769 382,50

Koordynowany przez

ENGINEERING - INGEGNERIA INFORMATICA SPA
Italy

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 (5)

Architecture & Platform Design Blueprint

This deliverable documents TALON’s architecture and platform design specifications.

Initial Reusability, Explainability, Trustworthiness Report

This deliverable documents TALON’s specifications, mechanisms and services regarding reusability, explainability and trustworthiness.

Installation & Demonstration Planning, Evaluation Methodology & KPIs Definition Report

This deliverable includes guidelines on how TALON’s demonstrators will be carried out.

Dissemination, Standardisation, Regulation & Business Plan

Documentation of TALON’s plan for dissemination, standardization and business activities.

Project Administrative, Technical & Data Management Handbook

This handbook will enclose all procedures and guidelines for the administrative and management requirements of the project. The innovation strategy is defined in D1.1 in terms of ensuring the project excellence in accordance with the Horizon Europe program and call requirements. It will report the required processes and procedures for assessing the quality and the guidelines and risk assessment plans of the project.Finally, it will address the lifecycle and public availability of research data generated by the project.

Demonstrators, pilots, prototypes (1)

NG-SDN & Distributed Intelligence Functions Toolkit

This deliverable focuses on TALON’s NG-SDN and distributed intelligence specifications and services.

Publikacje

Peer reviewed articles (11)

Enhancing 3D object detection in autonomous vehicles based on synthetic virtual environment analysis

Autorzy: Vladislav Li, Ilias Siniosoglou, Thomai Karamitsou, Anastasios Lytos, Ioannis D. Moscholios, Sotirios K. Goudos, Jyoti S. Banerjee, Panagiotis Sarigiannidis, Vasileios Argyriou
Opublikowane w: Image and Vision Computing, Numer 154, 2025, ISSN 0262-8856
Wydawca: Elsevier BV
DOI: 10.1016/J.IMAVIS.2024.105385

Digital product passports as enablers of digital circular economy: a framework based on technological perspective

Autorzy: Konstantinos Voulgaridis, Thomas Lagkas, Constantinos Marios Angelopoulos, Alexandros-Apostolos A. Boulogeorgos, Vasileios Argyriou, Panagiotis Sarigiannidis
Opublikowane w: Telecommunication Systems, Numer 85, 2024, ISSN 1018-4864
Wydawca: Springer Science and Business Media LLC
DOI: 10.1007/S11235-024-01104-X

Envisioning maintenance 5.0: Insights from a systematic literature review of Industry 4.0 and a proposed framework

Autorzy: Foivos Psarommatis, Gökan May, Victor Azamfirei
Opublikowane w: Journal of Manufacturing Systems, Numer 68, 2025, ISSN 0278-6125
Wydawca: Elsevier BV
DOI: 10.1016/J.JMSY.2023.04.009

Localization as a Key Enabler of 6G Wireless Systems: A Comprehensive Survey and an Outlook

Autorzy: Stylianos E. Trevlakis, Alexandros-Apostolos A. Boulogeorgos, Dimitrios Pliatsios, Jorge Querol, Konstantinos Ntontin, Panagiotis Sarigiannidis, Symeon Chatzinotas, Marco Di Renzo
Opublikowane w: IEEE Open Journal of the Communications Society, Numer 4, 2023, ISSN 2644-125X
Wydawca: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/OJCOMS.2023.3324952

Zero-defect manufacturing terminology standardization: Definition, improvement, and harmonization

Autorzy: João Sousa, Artem Nazarenko, Christian Grunewald, Foivos Psarommatis, Francisco Fraile, Olga Meyer, João Sarraipa
Opublikowane w: Frontiers in Manufacturing Technology, Numer 2, 2022, ISSN 2813-0359
Wydawca: Frontiers Media SA
DOI: 10.3389/FMTEC.2022.947474

Adaptive reverse task offloading in edge computing for AI processes

Autorzy: Petros Amanatidis, Dimitris Karampatzakis, Georgios Michailidis, Thomas Lagkas, George Iosifidis
Opublikowane w: Computer Networks, Numer 255, 2024, ISSN 1389-1286
Wydawca: Elsevier BV
DOI: 10.1016/J.COMNET.2024.110844

A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions

Autorzy: Ons Aouedi, Thai-Hoc Vu, Alessio Sacco, Dinh C. Nguyen, Kandaraj Piamrat, Guido Marchetto, Quoc-Viet Pham
Opublikowane w: IEEE Communications Surveys & Tutorials, Numer 27, 2025, ISSN 1553-877X
Wydawca: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/COMST.2024.3430368

Federated Learning for Human Activity Recognition: Overview, Advances, and Challenges

Autorzy: Ons Aouedi, Alessio Sacco, Latif U. Khan, Dinh C. Nguyen, Mohsen Guizani
Opublikowane w: IEEE Open Journal of the Communications Society, Numer 5, 2024, ISSN 2644-125X
Wydawca: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/OJCOMS.2024.3484228

ABS-TD3: Efficient IoT Data Submission in DAG-based DLTs for Digital Circular Economy

Autorzy: Konstantinos Voulgaridis, Dimitrios Karampatzakis, Panagiotis Sarigiannidis, Thomas Lagkas
Opublikowane w: Internet of Things, 2025, ISSN 2542-6605
Wydawca: Elsevier BV
DOI: 10.1016/J.IOT.2025.101814

Multi-Objective Reverse Offloading in Edge Computing for AI Tasks

Autorzy: Petros Amanatidis, George Michailidis, Dimitris Karampatzakis, Vasileios Kalenteridis, George Iosifidis, Thomas Lagkas
Opublikowane w: IEEE Open Journal of the Communications Society, Numer 6, 2025, ISSN 2644-125X
Wydawca: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/OJCOMS.2025.3555947

A Methodological Framework for Designing Personalised Training Programs to Support Personnel Upskilling in Industry 5.0

Autorzy: Francisco Fraile, Foivos Psarommatis, Faustino Alarcón, Jordi Joan
Opublikowane w: Computers, Numer 12, 2025, ISSN 2073-431X
Wydawca: MDPI AG
DOI: 10.3390/COMPUTERS12110224

Conference proceedings (26)

Evaluating the Efficacy of AI Techniques in Textual Anonymization: A Comparative Study

Autorzy: Dimitris Asimopoulos, Ilias Siniosoglou, Vasileios Argyriou, Sotirios K. Goudos, Konstantinos E. Psannis, Nikoleta Karditsioti, Theocharis Saoulidis, Panagiotis Sarigiannidis
Opublikowane w: 2024 7th International Balkan Conference on Communications and Networking (BalkanCom), 2024
Wydawca: IEEE
DOI: 10.1109/BALKANCOM61808.2024.10557182

Fusion Grad-CAM: A Methodology for Generating Unified Attention Maps in Majority Voting Classifiers

Autorzy: Nikolaos Ntampakis, Konstantinos Diamantaras, Vasileios Argyriou, Panagiotis Sarigianndis
Opublikowane w: 2025 IEEE 6th International Conference on Image Processing, Applications and Systems (IPAS), 2025
Wydawca: IEEE
DOI: 10.1109/IPAS63548.2025.10924480

AI-Powered Interfaces for Extended Reality to Support Remote Maintenance

Autorzy: Akos Nagy, George Amponis, Konstantinos Kyranou, Thomas Lagkas, Alexandros Apostolos Boulogeorgos, Panagiotis Sarigiannidis, Vasileios Argyriou
Opublikowane w: 2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing Workshops (CCGridW), 2023
Wydawca: IEEE
DOI: 10.1109/CCGRIDW59191.2023.00045

Enhancing Network Resilience Through Automated Rule-Based Monitoring, Alerting, and Proactive Mitigation

Autorzy: Maria Boluda-Prieto, Francisco Fraile, Faustino Alarcón, Marcos Terol, Miguel A. Mateo-Casali
Opublikowane w: 2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2025
Wydawca: IEEE
DOI: 10.1109/ICE/ITMC65658.2025.11106570

Adaptive Policy-Driven Network Intelligence for Edge-to-Cloud Continuum

Autorzy: Ioannis Pastellas, Sophia Karagiorgou, Mariza Konidi
Opublikowane w: 2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2025
Wydawca: IEEE
DOI: 10.1109/ICE/ITMC65658.2025.11106532

Enhancing Text Anonymisation: A Study on CRF, LSTM, and ELMo for Advanced Entity Recognition

Autorzy: Ilias Siniosoglou, Dimitris Asimopoulos, Vasileios Argyriou, Thomas Lagkas, Anastasios Lytos, Ioannis D. Moscholios, Sotirios K. Goudos, Panagiotis Sarigiannidis
Opublikowane w: 2024 Panhellenic Conference on Electronics & Telecommunications (PACET), 2024
Wydawca: IEEE
DOI: 10.1109/PACET60398.2024.10497084

An Innovative Architectural Blueprint Towards Sustainable 6G Systems

Autorzy: Stylianos E. Trevlakis, Maria Belesioti, Harilaos Koumaras, Alexandros–Apostolos A. Boulogeorgos, Ioannis Chochliouros, Theodoros A. Tsiftsis
Opublikowane w: 2024 IEEE 29th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), 2025
Wydawca: IEEE
DOI: 10.1109/CAMAD62243.2024.10943010

METALS : seMi-supervised fEderaTed Active Learning for intrusion detection Systems

Autorzy: Aouedi, Ons; Jajoo, Gautam; Piamrat, Kandaraj
Opublikowane w: 2024 IEEE Symposium on Computers and Communications (ISCC), 2024
Wydawca: IEEE
DOI: 10.1109/ISCC61673.2024.10733565

A Digital Twin Based Reconfigurable Intelligent Surface Phase Adaptation Using Spiking Reinforcement Learning Policy Optimization

Autorzy: Ilias Crysovergis, Stylianos E. Trevlakis, Dimitris Kleitsas, Alexandros-Apostolos A. Boulogeorgos, Theodoros A. Tsiftsis, Dusit Niyato
Opublikowane w: 2025 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN), 2025
Wydawca: IEEE
DOI: 10.1109/ICMLCN64995.2025.11140517

Benchmarking Advanced Text Anonymisation Methods: A Comparative Study on Novel and Traditional Approaches

Autorzy: Dimitris Asimopoulos, Ilias Siniosoglou, Vasileios Argyriou, Thomai Karamitsou, Eleftherios Fountoukidis, Sotirios K. Goudos, Ioannis D. Moscholios, Konstantinos E. Psannis, Panagiotis Sarigiannidis
Opublikowane w: 2024 13th International Conference on Modern Circuits and Systems Technologies (MOCAST), 2024
Wydawca: IEEE
DOI: 10.1109/MOCAST61810.2024.10615642

Enhancing the Performance of Edge AI Systems via Energy Equilibrium

Autorzy: Petros Amanatidis, Eleftherios Vagiotas, Athanasios Stamopoulos, George Michailidis, Dimitris Karampatzakis, Panagiotis Sarigiannidis, Thomas Lagkas
Opublikowane w: 2025 21st International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), 2025
Wydawca: IEEE
DOI: 10.1109/DCOSS-IOT65416.2025.00161

Evaluating Knowledge Distillation and Compression Techniques for Edge Class Devices

Autorzy: Fotios Paparounas, Vasileios Christofas, Petros Amanatidis, Dimitris Karampatzakis, Thomas Lagkas
Opublikowane w: Proceedings of the 28th Pan-Hellenic Conference on Progress in Computing and Informatics, 2025
Wydawca: ACM
DOI: 10.1145/3716554.3716621

User Experience Evaluation of Mobile AR services

Autorzy: Shafaq Irshad, Dayang Rohaya Awang Rambli
Opublikowane w: Proceedings of the 12th International Conference on Advances in Mobile Computing and Multimedia, 2025
Wydawca: ACM
DOI: 10.1145/2684103.2684135

Optimizing Federated Learning through Lightweight and Scalable Blockchain

Autorzy: Georgios Andronikidis, George Niotis, Charis Eleftheriadis, Konstantinos Kyranou, Sotiris Nikoletseas, Panagiotis Sarigiannidis
Opublikowane w: 2024 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), 2024
Wydawca: IEEE
DOI: 10.1109/DCOSS-IOT61029.2024.00075

Evaluation of AI-Supported Input Methods in Augmented Reality Environment

Autorzy: Akos Nagy, Thomas Lagkas, Panagiotis Sarigiannidis, Vasileios Argyriou
Opublikowane w: 2023 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), 2024
Wydawca: IEEE
DOI: 10.1109/DCOSS-IOT58021.2023.00083

New Edge-to-Cloud Orchestrator for Intelligent Task Allocation and Efficiency Optimisation

Autorzy: Sergio Comella, Delia Milazzo, Salvatore Cipolla, Ons Aouedi, Susanna Bonura
Opublikowane w: 2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2025
Wydawca: IEEE
DOI: 10.1109/ICE/ITMC65658.2025.11106606

A Closer Look at Data Augmentation Strategies for Finetuning-Based Low/Few-Shot Object Detection

Autorzy: Vladislav Li, Georgios Tsoumplekas, Ilias Siniosoglou, Vasileios Argyriou, Anastasios Lytos, Eleftherios Fountoukidis, Panagiotis Sarigiannidis
Opublikowane w: 2024 IEEE 14th International Symposium on Industrial Embedded Systems (SIES), 2025
Wydawca: IEEE
DOI: 10.1109/SIES62473.2024.10767915

Enhancing Safety in Industry 5.0: Human-Computer Collaboration Benefits through a Dataset of Protective Equipment Detection

Autorzy: Alexandros Petropoulos, Georgia Apostolou, Georgios Tsoumplekas, George Tziolas, Nikolaos Ntampakis, Ilias Siniosoglou, Vasileios Argyriou, Panagiotis Sarigiannidis, Ilias Gialampoukidis, Stefanos Vrochidis
Opublikowane w: 2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2025
Wydawca: IEEE
DOI: 10.1109/ICE/ITMC65658.2025.11106673

Enhancing Manufacturing Training Through VR Simulations

Autorzy: Vladislav Li, Ilias Siniosoglou, Panagiotis Sarigiannidis, Vasileios Argyriou
Opublikowane w: 2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2025
Wydawca: IEEE
DOI: 10.1109/ICE/ITMC65658.2025.11106519

On Energy-aware and Verifiable Benchmarking of Big Data Processing targeting AI Pipelines

Autorzy: Georgios Theodorou, Sophia Karagiorgou, Christos Kotronis
Opublikowane w: 2024 IEEE International Conference on Big Data (BigData), 2025
Wydawca: IEEE
DOI: 10.1109/BIGDATA62323.2024.10826014

AgentBlock: Infrastructure for Integrating Blockchain and Multi-Agent Robotic Systems for Optimising Industrial Production and Logistics

Autorzy: Rommel Velastegui, Raúl Poler, Manuel Díaz-Madroñero
Opublikowane w: 2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2025
Wydawca: IEEE
DOI: 10.1109/ICE/ITMC65658.2025.11106591

Evaluating the Energy Efficiency of Few-Shot Learning for Object Detection in Industrial Settings

Autorzy: Georgios Tsoumplekas, Vladislav Li, Ilias Siniosoglou, Vasileios Argyriou, Sotirios K. Goudos, Ioannis D. Moscholios, Panagiotis Radoglou-Grammatikis, Panagiotis Sarigiannidis
Opublikowane w: 2024 IEEE 3rd Real-Time and Intelligent Edge Computing Workshop (RAGE), 2024
Wydawca: IEEE
DOI: 10.1109/RAGE62451.2024.00016

Adversarial Explanations for Informed Civilian and Environmental Protection

Autorzy: Theodora Anastasiou, Ioannis Pastellas, Sophia Karagiorgou
Opublikowane w: 2024 IEEE International Conference on Big Data (BigData), 2025
Wydawca: IEEE
DOI: 10.1109/BIGDATA62323.2024.10825734

On Explaining and Reasoning About Optical Fiber Link Problems

Autorzy: George Theodorou, Sophia Karagiorgou, Annamaria Fulignoli, Roberto Magri
Opublikowane w: Communications in Computer and Information Science, Explainable Artificial Intelligence, 2024
Wydawca: Springer Nature Switzerland
DOI: 10.1007/978-3-031-63797-1_14

Evaluation of Environmental Conditions on Object Detection Using Oriented Bounding Boxes for AR Applications

Autorzy: Vladislav Li, Barbara Villarini, Jean–Christophe Nebel, Thomas Lagkas, Panagiotis Sarigiannidis, Vasileios Argyriou
Opublikowane w: 2023 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), 2023
Wydawca: IEEE
DOI: 10.1109/DCOSS-IOT58021.2023.00058

Can graph neural network-based detection mitigate the impact of hardware imperfections?

Autorzy: Lamprini Mitsiou, Stylianos Trevlakis, Argiris Tsiolas, Dimitrios J. Vergados, Angelos Michalas, Alexandros-Apostolos A. Boulogeorgos
Opublikowane w: 2023 International Balkan Conference on Communications and Networking (BalkanCom), 2024
Wydawca: IEEE
DOI: 10.1109/BALKANCOM58402.2023.10167895