Human-centred Rapid Reconfiguration of Production and Value Chain in Fast Changing Scenarios

Project Information

RaRe2

Grant agreement ID: 101092073

DOI

10.3030/101092073

Project closed

EC signature date 24 November 2022

Start date 1 December 2022

End date 31 May 2026

Funded under

• Digital, Industry and Space

Total cost

€ 11 137 872,50

EU contribution

€ 8 395 715,25

Coordinated by

FRAUNHOFER GESELLSCHAFT ZUR FORDERUNG DER ANGEWANDTEN FORSCHUNG EV
Germany

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 (2)

Sector-range early detection strategy
Roadmaps and Certifications

Roadmaps and certifications for Adjacent Sectors TransitionExecution (specific in the for 4 pilots + guidelines)

Websites, patent fillings, videos etc. (1)

Communication materials pack and multimedia content

Demonstrators, pilots, prototypes (1)

Training and workplace assistance report

Publications

Peer reviewed articles (5)

AI-driven risk estimation: a GPT-based approach to news monitoring for manufacturing resilience

Author(s): Adrian Jacob, Anas Ben Achour, Uwe Teicher
Published in: The International Journal of Advanced Manufacturing Technology, 2026, ISSN 0268-3768
Publisher: Springer Science and Business Media LLC
DOI: 10.1007/S00170-025-17260-6

Secure3D-CV: A scientific framework for integrity assessment of 3D data with an external Python library

Author(s): Karol Kozak
Published in: Open Research Europe, Issue 6, 2026, ISSN 2732-5121
Publisher: F1000 Research Ltd
DOI: 10.12688/OPENRESEUROPE.22181.1

Approach to a GPT-based Early Detection Tool to Evaluate Heterogeneous Data Sources and Identify Reconfiguration Needs of SMEs in the Production Sector

Author(s): Adrian Jacob, Anas Ben Achour, Uwe Teicher, Steffen Ihlenfeldt
Published in: Procedia CIRP, Issue 130, 2025, ISSN 2212-8271
Publisher: Elsevier BV
DOI: 10.1016/J.PROCIR.2024.10.140

Achieving resilience through reconfigurability: The role of digitisation for improved strategy and decision-making for EU manufacturing industries

Author(s): Emmanouil Bakopoulos, Tjerk Timan, Alexander Dementyev, Kosmas Alexopoulos, Adrian Jacob, Karol Kozak, Domenico Perfido
Published in: Open Research Europe, Issue 6, 2026, ISSN 2732-5121
Publisher: F1000 Research Ltd
DOI: 10.12688/OPENRESEUROPE.23989.1

Robust Machine-vision models against adversarial attacks in Industry 4.0

Author(s): Karol Kozak, Norbert M. Kowalkowski, Domenico Perfido
Published in: Open Research Europe, Issue 6, 2026, ISSN 2732-5121
Publisher: F1000 Research Ltd
DOI: 10.12688/OPENRESEUROPE.22170.1

Conference proceedings (3)

Vertically Integrated Digital Twins For Rapid Adaptation Of Manufacturing Value Chains

Author(s): Ozan Emre Demir, Marcello Colledani, Uwe Teicher, Anas Ben Achour, Andre Seidel, Albrecht Haenel, Anteneh Teferi Yemane, Giovanni Paolo Borzi, Jan-Frederik Uhlenkamp, Sebastian Eberlein, Remco Poelarends
Published in: ECMS 2023 Proceedings edited by Enrico Vicario, Romeo Bandinelli, Virginia Fani, Michele Mastroianni, 2023
Publisher: ECMS
DOI: 10.7148/2023-0435

Noise-Robust Speech Transcription with Quantized Language Model Correction for Industrial Settings

Author(s): Marco Murgia, Marco Fontana, Alberto Pes, Diego Recupero, Giuseppe Scarpi, Leonardo Scintilla
Published in: Proceedings of the 22nd International Conference on Informatics in Control, Automation and Robotics, 2025
Publisher: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0013704200003982

Forecast-driven and simulation-based decision support for weather-sensitive project scheduling

Author(s): S. Eberlein, S. Schukraft, J. F. Uhlenkamp, A. R. Sair, M. Freitag
Published in: 2025 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), 2026
Publisher: IEEE
DOI: 10.1109/IEEM63636.2025.11357645

Book chapters (2)

The RaRe2 Attempt as a Holistic Platform for Decision Support in Rapidly Changing Process Chains

Author(s): Uwe Teicher, Anas Ben Achour, Erik Selbmann, Ozan Emre Demir, Dena Arabsolgar, Jacopo Cassina, Steffen Ihlenfeldt, Marcello Colledani
Published in: Lecture Notes in Mechanical Engineering, Production Processes and Product Evolution in the Age of Disruption, 2023
Publisher: Springer International Publishing
DOI: 10.1007/978-3-031-34821-1_38

Skill-Based Adaptation Through Intuitive Interfaces: Multi-modal Guidance Systems for Industrial Environments

Author(s): Sharath Chandra Akkaladevi, Johann J. Mitteramskogler, Gerhard Ebenhofer, Andreas Pichler
Published in: Lecture Notes in Mechanical Engineering, Flexible Automation and Intelligent Manufacturing: The Future of Automation and Manufacturing: Intelligence, Agility, and Sustainability, 2026
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-032-07675-5_72