European Data as a PRoduct Value Ecosystems for Resilient Factory 4.0 Product and ProDuction ContinuitY and Sustainability

Project Information

RE4DY

Grant agreement ID: 101058384

DOI

10.3030/101058384

Project closed

EC signature date 24 May 2022

Start date 1 June 2022

End date 30 September 2025

Funded under

• Digital, Industry and Space

Total cost

€ 9 502 277,14

EU contribution

€ 7 991 699,00

Coordinated by

ASOCIACION DE EMPRESAS TECNOLOGICAS INNOVALIA
Spain

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 (9)

Manufacturing & supply chain active resiliency model

This document will report on the definition of requirements and design of the RE4DY integrated resiliency engineering framework

Technical set-up, proof of concept (PoC) experimentation & initial KPIs_Process Engineering

This document will report on the activities carried out for the set-up of the large scale trials for Process Engineering, the definition of the experimentation plan and the initial KPI.

Digital 4.0 continuum reference framework_First Version

This document will report on the specifications and development of the first version of the Digital 4.0 continuum reference framework.

Exploitation and value network ecosystem development_First Version

xploitation and value network ecosystem development_First Version

Skills development, knowledge transfer and communication plans_First Version

Skills development knowledge transfer and communication plansFirst Version

Technical set-up, proof of concept (PoC) experimentation & initial KPIs_Process Operations

This document will report on the activities carried out for the set-up of the large scale trials for Process Operations, the definition of the experimentation plan and the initial KPI.

First generation digital continuum 4.0 open toolkit

This document will report on the development of the first generation of the digital 4.0 continuum open toolkit.

"Resilient &a sustainable ""Data as a Product"" computing and data space"

This document will report on the definition and building of RE4DY Data Connection Profiles DCP and Data as a product containers and open toolware

Skills development, knowledge transfer and communication plans_Second Vesion

Publications

Monographic books (1)

Distributed and trusted access to data spaces' products employing Sovity and Data Fabric

Author(s): Matilde Julian, Miguel Ángel Esbrí, Ignacio Lacalle, Lucía Cabanillas, Rafael Vaño, Carlos E. Palau
Published in: Global Internet of Things and Edge Computing Summit, 2025
Publisher: Springer
DOI: 10.1007/978-3-030-98636-0

Conference proceedings (7)

5G UE and Network Asset Administration Shells for the Integration of 5G and Industry 4.0 Systems

Author(s): Jorge Gómez-Jerez, Jorge Cañete-Martin, M. Carmen Lucas-Estaó, Javier Gozalvez
Published in: 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA), Issue 1, 2024, ISSN 1946-0759
Publisher: IEEE
DOI: 10.1109/ETFA61755.2024.10710725

Anomaly Detection Through Unsupervised Federated Learning

Author(s): Mirko Nardi, Lorenzo Valerio, Andrea Passarella
Published in: Conference: 2022 18th International Conference on Mobility, Sensing and Networking (MSN), Issue 18th - 2022, 2022
Publisher: Cornell University ArXiv
DOI: 10.48550/ARXIV.2209.04184

Integration of 5G and Industrial Digital Models: A Case Study with AGVs

Author(s): Jorge Cañete-Martin, Jorge Gómez-Jerez, M.Carmen Lucas-Estañ, Javier Gozalvez, Fernando Ubis
Published in: 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA), 2024, ISSN 1946-0759
Publisher: IEEE
DOI: 10.1109/ETFA61755.2024.10711119

Connected Logistics Design & Planning - A RE4DY Approach

Author(s): Luis Lourenço, Ruben Costa, Paulo Figueiras, Diogo Graça, Michela Magas, Foivos Psarommatis, Sacha Yortholt, Ricardo Jardim-Gonçalves
Published in: 2024 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2024
Publisher: IEEE
DOI: 10.1109/ICE/ITMC61926.2024.10794337

Resilient Smart Connected Factory 4.0 Process Engineering – A RE4DY use-case approach

Author(s): Luis Lourenço, Ruben Costa, Paulo Figueiras, Diogo Graça, Oscar Lazaro and Ricardo Gonçalves
Published in: I-ESA 2024 - International Conference on Interoperability for Enterprise Systems and Applications, Issue 2024, 2024
Publisher: I-ESA

Synthetic Simulated Environment for Discrete Manufacturing Systems: A Demonstrator through a Computational Modeling Approach

Author(s): Silvan Marti, Paulo Victor Lopez, Elham Rekabi Bana, Mélanie Déspeisse, Johan Stahre, Björn Johansson
Published in: WSC '24: Proceedings of the Winter Simulation Conference, Orlando, USA, Issue 2024, 2024, ISBN 979-8-3315-3420-2
Publisher: IEEE Press
DOI: 10.5555/3712729.3712871

Modeling Risk Prioritization of a Manufacturing Supply Chain using Discrete Event Simulation

Author(s): Arpita Chari, Silvan Marti, Björn Johansson, Mélanie Despeisse, Johan Stahre, Paulo Victor Lopes
Published in: 2023 Winter Simulation Conference (WSC), 2024, ISBN 979-8-3503-6966-3
Publisher: IEEE
DOI: 10.1109/WSC60868.2023.10407643

Book chapters (3)

Reference Architecture to Exploit Data as a Product Through the Cloud-Edge Continuum

Author(s): Nima Rahmani Choubeh, Walter Quadrini, Danish Abbas Syed, Riccardo Zanetti, Angelo Marguglio, Luca Fumagalli
Published in: Lecture Notes in Information Systems and Organisation, Artificial Intelligence and Digital Transformation, 2025, ISBN 978-3-032-00118-4
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-032-00118-4_11

Secure, Trusted, Privacy-Protected Data Exchange in an Edge-Cloud Continuum Environment

Author(s): Salvador Cuñat, Matilde Julian, Andreu Belsa, Clara I. Valero, Manuel Esteve, Carlos E. Palau
Published in: Internet of Things, IoT Edge Intelligence, 2025, ISSN 2199-1081
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-58388-9_7

Characterising the Relationship Between Environmental Sustainability and Resilience in Manufacturing

Author(s): Arpita Chari, Mélanie Despeisse, Maria Holgado, Björn Johansson, Johan Stahre
Published in: IFIP Advances in Information and Communication Technology, Advances in Production Management Systems. Production Management Systems for Volatile, Uncertain, Complex, and Ambiguous Environments, 2024, ISBN 978-3-031-71622-5
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-71622-5_25

Thesis and dissertations (2)

Impact of ontologies and data structures for applying LLMs in Manufacturing Simulation Software

Author(s): Milan Gautam
Published in: 2025
Publisher: Aalto University, School of Engineering

Leveraging standard manufacturing resource representations in production simulation software: Concept, potential applications and prototypical use cases

Author(s): Kusti Hämälainein
Published in: 2024
Publisher: Aalto University School of Science

Peer reviewed articles (12)

Enabling the twin transitions: Digital technologies support environmental sustainability through lean principles

Author(s): Chen, Xiaoxia; Kurdve, Martin; Johansson, Björn; Despeisse, Mélanie
Published in: Sustainable Production and Consumption vol.38(2023), Issue Vol 38, 2023, ISSN 2352-5509
Publisher: Elsevier
DOI: 10.1016/j.spc.2023.03.020

Data-as-a-Product to enable data-driven value networks in Industries 4.0 & 5.0: The Swiss Smart Factory experiment

Author(s): Alexandros Nizamis, Matilde Julian, Clara I. Valero, Magda Foti, Ioanna Drigkopoulou, Miguel Ángel Esbrí, Ruben Costa, Alexandre Yortholt, Dimosthenis Ioannidis, Panagiotis Gkonis, Panagiotis Trakad
Published in: Procedia Computer Science, Issue 257, 2025, ISSN 1877-0509
Publisher: Elsevier BV
DOI: 10.1016/J.PROCS.2025.03.102

Ecosystem Integration: the use of ontologies in integrating knowledge accross manufacturing value networks

Author(s): Michela Magas, Dimitris Kiritsis, María Poveda-Villalón, Lan Yang4 Sten-Erik Björling, Andreas Rudenå
Published in: Frontiers in Manufacturing Technology, Issue Vol 4, 2024, ISSN 2813-0359
Publisher: Frontiers
DOI: 10.3389/fmtec.2024.1331197

The manufacturing resilience dashboard – compass and radar navigation through uncertainty

Author(s): Arpita Chari, Johan Stahre, Mélanie Despeisse, Björn Johansson
Published in: Manufacturing Letters, Issue 45, 2025, ISSN 2213-8463
Publisher: Elsevier BV
DOI: 10.1016/J.MFGLET.2025.07.006

Resilience compass navigation through manufacturing organization uncertainty – A dynamic capabilities approach using mixed methods

Author(s): Arpita Chari, Mélanie Despeisse, Björn Johansson, Sandra Morioka, Cláudia Fabiana Gohr, Johan Stahre
Published in: CIRP Journal of Manufacturing Science and Technology, Issue 55, 2024, ISSN 1755-5817
Publisher: Elsevier BV
DOI: 10.1016/J.CIRPJ.2024.10.014

Sustainability

Author(s): Foivos Psarommatis; Gökan May
Published in: Sustainability, Issue Vol 15 - Issue 16, 2023, ISSN 2071-1050
Publisher: MDPI
DOI: 10.3390/su151612251

Zero Defect Manufacturing: A complete guide for advanced and sustainable quality management

Author(s): Foivos Psarommatis, Victor Azamfirei
Published in: Journal of Manufacturing Systems, Issue 77, 2024, ISSN 0278-6125
Publisher: Elsevier BV
DOI: 10.1016/J.JMSY.2024.10.022

A readiness level assessment framework for Zero Defect Manufacturing (ZDM)

Author(s): Foivos Psarommatis, Gokan May, Victor Azamfirei, Maria Chiara Magnanini, Daryl Powell
Published in: Flexible Automation and Intelligent Manufacturing: Establishing Bridges for More Sustainable Manufacturing Systems. FAIM 2023. Lecture Notes in Mechanical Engineering., Issue FAIM 2023, 2023, ISSN 2195-4356
Publisher: Springer, Cham
DOI: 10.1007/978-3-031-38165-2_53

Human factors in the design of advanced quality inspection systems in the era of Zero-Defect Manufacturing

Author(s): Victor Azamfirei, Foivos Psarommatis, Yvonne Lagrosen
Published in: Flexible Automation and Intelligent Manufacturing: Establishing Bridges for More Sustainable Manufacturing Systems. FAIM 2023. Lecture Notes in Mechanical Engineering., Issue FAIM 2023, 2023, ISSN 2195-4364
Publisher: Springer, Cham
DOI: 10.1007/978-3-031-38165-2_92

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 Vol 68, 2023, ISSN 1878-6642
Publisher: Elsevier
DOI: 10.1016/j.jmsy.2023.04.009

Zero-defect manufacturing terminology standardization

Author(s): Sousa, João; Nazarenko, Artem A.; Grunewald, Christian; Psarommatis, Foivos; Fraile, Francisco; Meyer, Olga; Sarraipa, Joâo
Published in: Frontiers in Manufacturing Technology, Issue Vol 2, 2022, ISSN 2329-8227
Publisher: Springer
DOI: 10.3389/fmtec.2022.947474

Evaluation of the Digital Product Passport for Remanufacturing: A Case Study Using Asset Administration Shell

Author(s): Tasnim A. Abdel-Aty, Bilal Doliman, Elisa Negri, Sam Brooks, Duncan McFarlane, Marco Macchi
Published in: IFAC-PapersOnLine, Issue 59, 2025, ISSN 2405-8963
Publisher: Elsevier BV
DOI: 10.1016/J.IFACOL.2025.09.147

Other (2)

Open innovation in the Industry Commons

Author(s): Michela Magas, Ivo Emanuilov
Published in: European IP Helpdesk - Open Innovation Bulletin No. 7, Issue No 7, 2024
Publisher: European IP Helpdesk

White Paper on the Definition of Data Intermediation Services

Author(s): Tervel Bobev, Vilte Kristina Dessers, Charlotte Ducuing, Michiel Fierens, Andrea Palumbo, Bert Peeters, Leander Stähler
Published in: CiTiP White Paper 2023, 2023, ISSN 0307-5400
Publisher: KU Leuven CiTiP
DOI: 10.2139/ssrn.4589987