DATA SPACES FOR FLEXIBLE PRODUCTION LINES AND SUPPLY CHAINS FOR RESILIENT MANUFACTURING

Project Information

FLEX4RES

Grant agreement ID: 101091903

DOI

10.3030/101091903

Project closed

EC signature date 18 November 2022

Start date 1 January 2023

End date 31 December 2025

Funded under

• Digital, Industry and Space

Total cost

€ 10 089 581,25

EU contribution

€ 8 078 631,00

Coordinated by

PANEPISTIMIO PATRON
Greece

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 (3)

Data Management Plan

Data management plan

Resilience data model initial version

The initial version of resilience data model

System requirements and data spaces framework and architecture

Report describing the FLEX4RES framework requirements for the industrial cases. The AAS and data spaces-based reference architecture and specifications for the FLEX4RES framework

Other (2)

Reconfiguration toolbox v1

A first version of the toolbox offering a set ofreconfiguration tools including the worker situation and machine fault detection system, reconfiguration insupply chains and reconfiguration for multi-stage production steps

Resilience toolbox v1

A first version of the toolbox accessed via data space connectors and utilizing the resilience data model. A sensor integrated progressive compound forming tool for data acquisition is part of the toolbox. The final version of the data model is delivered.

Publications

Peer reviewed articles (13)

A Digital Twin and Data Spaces framework towards Resilient Manufacturing Value Chains

Author(s): Emmanouil Bakopoulos, Kostantinos Sipsas, Nikolaos Nikolakis, Kosmas Alexopoulos
Published in: IFAC-PapersOnLine, Issue 58, 2024, ISSN 2405-8963
Publisher: Elsevier BV
DOI: 10.1016/J.IFACOL.2024.09.129

Embedding Electronics Inside Metal with Laser Metal Deposition

Author(s): Syed Muhammad Raza; Zidu Li; Bhaskar Choubey; Martin Manns
Published in: Procedia CIRP, Issue 134, 2025, ISSN 2212-8271
Publisher: Procedia CIRP
DOI: 10.1016/J.PROCIR.2025.03.043

Laser Metal Deposition Based Embedding of Optical Fibers

Author(s): Syed Muhammad Raza, Martin Manns, Bhaskar Choubey
Published in: Procedia CIRP, Issue 130, 2025, ISSN 2212-8271
Publisher: Elsevier BV
DOI: 10.1016/J.PROCIR.2024.10.309

Experimental setup for motion capturing two humans jointly handling an object

Author(s): Raza Saeed, Tadele Belay Tuli, Martin Manns
Published in: Procedia CIRP, Issue 134, 2025, ISSN 2212-8271
Publisher: Elsevier BV
DOI: 10.1016/J.PROCIR.2025.02.145

Enhancing resilience on the shopfloor through data and service ecosystems - an industrial pre-pilot

Author(s): Thomas Trautner, Bernhard Wallner, Georg Reckendorfer, Lorenz Fink, Gergely Matyas, Fabian Zink, Martin Hackhofer, Friedrich Bleicher
Published in: Procedia CIRP, Issue 136, 2025, ISSN 2212-8271
Publisher: Elsevier BV
DOI: 10.1016/J.PROCIR.2025.08.091

Modelling the effect of misalignment in conventional and non-conventional deep drawing tools for more resilient cup production

Author(s): Maximilian Schmidt, Rainer Steinheimer, Bernd Engel
Published in: Journal of Physics: Conference Series, Issue 3104, 2025, ISSN 1742-6588
Publisher: IOP Publishing
DOI: 10.1088/1742-6596/3104/1/012097

Identification of risks in value streams for resilience assessment – diagnostic models

Author(s): Maximilian Steinmeyer, Daniel Bentz
Published in: Procedia CIRP, Issue 130, 2025, ISSN 2212-8271
Publisher: Elsevier BV
DOI: 10.1016/J.PROCIR.2024.10.094

Severity of Failure: Resilience Assessment on the Shop Floor

Author(s): Lorenz Fink, Gergely Matyas, Fabian Zink, Bernhard Wallner, Friedrich Bleicher, Thomas Trautner
Published in: Procedia CIRP, Issue 134, 2025, ISSN 2212-8271
Publisher: Elsevier BV
DOI: 10.1016/J.PROCIR.2025.03.008

Human Action Sequence Prediction for (Re)configuring Machine Tools

Author(s): Syed Muhammad Raza, Tadele Belay Tuli, Martin Manns
Published in: Procedia CIRP, Issue 130, 2025, ISSN 2212-8271
Publisher: Elsevier BV
DOI: 10.1016/J.PROCIR.2024.10.223

Towards trajectory-based latent space control for human-robot collaboration

Author(s): Raza Saeed, Tadele Belay Tuli, Michael Weikum, Martin Manns
Published in: Procedia CIRP, Issue 134, 2025, ISSN 2212-8271
Publisher: Elsevier BV
DOI: 10.1016/J.PROCIR.2025.02.143

An industrial data-spaces framework for resilient manufacturing value chains

Author(s): Kosmas Alexopoulos, Markus Weber, Thomas Trautner, Martin Manns, Nikolaos Nikolakis, Matthias Weigold, Bernd Engel
Published in: 30th CIRP Life Cycle Engineering Conference, Issue 116, 2023, ISSN 2212-8271
Publisher: Procedia CIRP
DOI: 10.1016/J.PROCIR.2023.02.051

Advancing the Collaboration in Manufacturing Networks A Systematic Literature Review on Implementations of Asset Administration Shells and Data Spaces

Author(s): Fabian Zink; Lorenz Fink; Bernhard Wallner; Friedrich Bleicher; Thomas Trautner
Published in: 35th CIRP Design 2025, Issue 136, 2025, ISSN 2212-8271
Publisher: Procedia CIRP
DOI: 10.1016/J.PROCIR.2025.08.094

Enhancing Machine Vision Training with Digital Twins: A Toolchain for Optimized Image Categorization Using Synthetic Trainingsets

Author(s): Bernhard Wallner, Mihnea Aleman, Fabian Singer, Laurenz Pickel, Jürgen Donabaum, Friedrich Bleicher, Thomas Trautner
Published in: Procedia CIRP, Issue 134, 2025, ISSN 2212-8271
Publisher: Elsevier BV
DOI: 10.1016/J.PROCIR.2025.03.031

Book chapters (1)

Application of the Asset Administration Shell in the context of Engineering Data Management Systems

Author(s): Thomas Dickopf; Sven Forte; Sebastian Weber; Christian Stürmer; Christian Muggeo
Published in: 2023 IEEE 28th International Conference on Emerging Technologies and Factory Automation (ETFA), 2023, ISSN 1946-0759
Publisher: IEEE
DOI: 10.1109/ETFA54631.2023.10275383

Conference proceedings (1)

Resilienz aus der Wertstromperspektive

Author(s): Maximilian Steinmeyer and Joachim Metternich
Published in: Zeitschrift für wirtschaftlichen Fabrikbetrieb, Issue Band 118, Heft 9, 2023, ISSN 2511-0896
Publisher: Zeitschrift für wirtschaftlichen Fabrikbetrieb
DOI: 10.1515/ZWF-2023-1123