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

Project Information

TALON

Grant agreement ID: 101070181

DOI

10.3030/101070181

Project closed

EC signature date 17 June 2022

Start date 1 October 2022

End date 30 September 2025

Funded under

• Digital, Industry and Space

Total cost

€ 3 769 382,50

EU contribution

€ 3 769 382,50

Coordinated by

ENGINEERING - INGEGNERIA INFORMATICA SPA
Italy

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

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.

Publications

Peer reviewed articles (11)

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

Author(s): Vladislav Li, Ilias Siniosoglou, Thomai Karamitsou, Anastasios Lytos, Ioannis D. Moscholios, Sotirios K. Goudos, Jyoti S. Banerjee, Panagiotis Sarigiannidis, Vasileios Argyriou
Published in: Image and Vision Computing, Issue 154, 2025, ISSN 0262-8856
Publisher: Elsevier BV
DOI: 10.1016/J.IMAVIS.2024.105385

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

Author(s): Konstantinos Voulgaridis, Thomas Lagkas, Constantinos Marios Angelopoulos, Alexandros-Apostolos A. Boulogeorgos, Vasileios Argyriou, Panagiotis Sarigiannidis
Published in: Telecommunication Systems, Issue 85, 2024, ISSN 1018-4864
Publisher: 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

Author(s): Foivos Psarommatis, Gökan May, Victor Azamfirei
Published in: Journal of Manufacturing Systems, Issue 68, 2025, ISSN 0278-6125
Publisher: 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

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

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

Author(s): João Sousa, Artem Nazarenko, Christian Grunewald, Foivos Psarommatis, Francisco Fraile, Olga Meyer, João Sarraipa
Published in: Frontiers in Manufacturing Technology, Issue 2, 2022, ISSN 2813-0359
Publisher: Frontiers Media SA
DOI: 10.3389/FMTEC.2022.947474

Adaptive reverse task offloading in edge computing for AI processes

Author(s): Petros Amanatidis, Dimitris Karampatzakis, Georgios Michailidis, Thomas Lagkas, George Iosifidis
Published in: Computer Networks, Issue 255, 2024, ISSN 1389-1286
Publisher: Elsevier BV
DOI: 10.1016/J.COMNET.2024.110844

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

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

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

Author(s): Ons Aouedi, Alessio Sacco, Latif U. Khan, Dinh C. Nguyen, Mohsen Guizani
Published in: IEEE Open Journal of the Communications Society, Issue 5, 2024, ISSN 2644-125X
Publisher: 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

Author(s): Konstantinos Voulgaridis, Dimitrios Karampatzakis, Panagiotis Sarigiannidis, Thomas Lagkas
Published in: Internet of Things, 2025, ISSN 2542-6605
Publisher: Elsevier BV
DOI: 10.1016/J.IOT.2025.101814

Multi-Objective Reverse Offloading in Edge Computing for AI Tasks

Author(s): Petros Amanatidis, George Michailidis, Dimitris Karampatzakis, Vasileios Kalenteridis, George Iosifidis, Thomas Lagkas
Published in: IEEE Open Journal of the Communications Society, Issue 6, 2025, ISSN 2644-125X
Publisher: 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

Author(s): Francisco Fraile, Foivos Psarommatis, Faustino Alarcón, Jordi Joan
Published in: Computers, Issue 12, 2025, ISSN 2073-431X
Publisher: MDPI AG
DOI: 10.3390/COMPUTERS12110224

Conference proceedings (26)

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

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

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

Author(s): Nikolaos Ntampakis, Konstantinos Diamantaras, Vasileios Argyriou, Panagiotis Sarigianndis
Published in: 2025 IEEE 6th International Conference on Image Processing, Applications and Systems (IPAS), 2025
Publisher: IEEE
DOI: 10.1109/IPAS63548.2025.10924480

AI-Powered Interfaces for Extended Reality to Support Remote Maintenance

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

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

Author(s): Maria Boluda-Prieto, Francisco Fraile, Faustino Alarcón, Marcos Terol, Miguel A. Mateo-Casali
Published in: 2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2025
Publisher: IEEE
DOI: 10.1109/ICE/ITMC65658.2025.11106570

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

Author(s): Ioannis Pastellas, Sophia Karagiorgou, Mariza Konidi
Published in: 2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2025
Publisher: IEEE
DOI: 10.1109/ICE/ITMC65658.2025.11106532

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

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

An Innovative Architectural Blueprint Towards Sustainable 6G Systems

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

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

Author(s): Aouedi, Ons; Jajoo, Gautam; Piamrat, Kandaraj
Published in: 2024 IEEE Symposium on Computers and Communications (ISCC), 2024
Publisher: IEEE
DOI: 10.1109/ISCC61673.2024.10733565

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

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

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

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

Enhancing the Performance of Edge AI Systems via Energy Equilibrium

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

Evaluating Knowledge Distillation and Compression Techniques for Edge Class Devices

Author(s): Fotios Paparounas, Vasileios Christofas, Petros Amanatidis, Dimitris Karampatzakis, Thomas Lagkas
Published in: Proceedings of the 28th Pan-Hellenic Conference on Progress in Computing and Informatics, 2025
Publisher: ACM
DOI: 10.1145/3716554.3716621

User Experience Evaluation of Mobile AR services

Author(s): Shafaq Irshad, Dayang Rohaya Awang Rambli
Published in: Proceedings of the 12th International Conference on Advances in Mobile Computing and Multimedia, 2025
Publisher: ACM
DOI: 10.1145/2684103.2684135

Optimizing Federated Learning through Lightweight and Scalable Blockchain

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

Evaluation of AI-Supported Input Methods in Augmented Reality Environment

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

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

Author(s): Sergio Comella, Delia Milazzo, Salvatore Cipolla, Ons Aouedi, Susanna Bonura
Published in: 2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2025
Publisher: IEEE
DOI: 10.1109/ICE/ITMC65658.2025.11106606

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

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

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

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

Enhancing Manufacturing Training Through VR Simulations

Author(s): Vladislav Li, Ilias Siniosoglou, Panagiotis Sarigiannidis, Vasileios Argyriou
Published in: 2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2025
Publisher: IEEE
DOI: 10.1109/ICE/ITMC65658.2025.11106519

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

Author(s): Georgios Theodorou, Sophia Karagiorgou, Christos Kotronis
Published in: 2024 IEEE International Conference on Big Data (BigData), 2025
Publisher: IEEE
DOI: 10.1109/BIGDATA62323.2024.10826014

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

Author(s): Rommel Velastegui, Raúl Poler, Manuel Díaz-Madroñero
Published in: 2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2025
Publisher: IEEE
DOI: 10.1109/ICE/ITMC65658.2025.11106591

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

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

Adversarial Explanations for Informed Civilian and Environmental Protection

Author(s): Theodora Anastasiou, Ioannis Pastellas, Sophia Karagiorgou
Published in: 2024 IEEE International Conference on Big Data (BigData), 2025
Publisher: IEEE
DOI: 10.1109/BIGDATA62323.2024.10825734

On Explaining and Reasoning About Optical Fiber Link Problems

Author(s): George Theodorou, Sophia Karagiorgou, Annamaria Fulignoli, Roberto Magri
Published in: Communications in Computer and Information Science, Explainable Artificial Intelligence, 2024
Publisher: 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

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

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

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