Circular Manufacturing 5.0: Human-Centred AI-aided Digital Framework for Closed-loop Photovoltaic (PV) products Value Chains

Project Information

CIRCMAN5.0

Grant agreement ID: 101178331

DOI

10.3030/101178331

EC signature date 21 August 2024

Start date 1 September 2024

End date 31 August 2027

Funded under

• Digital, Industry and Space

Total cost

€ 5 997 000,00

EU contribution

€ 5 997 000,00

Coordinated by

ETHNIKO KENTRO EREVNAS KAI TECHNOLOGIKIS ANAPTYXIS
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

Other (5)

Production Planning & Reconfiguration - v01

This report includes the Methods for dynamic production reconfiguration at run-time, based on the work conducted within T3.4.

CIRCMAN5.0 Decision Support Dashboard -v01

Confidential version of the respective software component for Human-Centred Decision Support Framework for Distributed & Collaborative Planning to enable circular manufacturing. It is relevant with the activities of T3.6.

Circularity and LCA Framework - v01

Public version of the respective methods of emissions and environmental impacts, coupled with life cycle assessment (LCA) and circularity aspects, based on the work conducted within T4.1, T4.2, T4.4.

Cognitive Digital Twins - v01

This report includes the Digital Twin simulation and monitoring environment for product and processes. It is relevant with the activities of T3.5 and T3.2.

Data Spaces enablement - v01

Data Interoperability & Security Mechanisms and Open Manufacturing Collaboration Space. It is relevant with the activities of T5.2.

Documents, reports (2)

CIRCMAN5.0 Outreach - v01

First version on the dissemination activities and communication channels and material for the project for partners’ use when carrying out dissemination and communication activities up to M6, as part of T17.1

Market Analysis and Exploitation - v01

Report on the relevant activities to ensure the Exploitation and Business Plan-Development of the CIRCMAN5.0 results focusing on the preliminary strategies to be followed and the identification of key assets for exploitation and initial plan for IPR management.

Publications

Peer reviewed articles (3)

Empowering Circular Value Chains in the PV Manufacturing Industry: A Human-in-the-Loop Vision from the CIRCMAN5.0 Framework

Author(s): Angeliki Zacharaki, Alexandros Nizamis, Dimosthenis Ioannidis, Dimitrios Tzovaras
Published in: Procedia Computer Science, Issue 277, 2026, ISSN 1877-0509
Publisher: Elsevier BV
DOI: 10.1016/J.PROCS.2026.02.209

Bridging Construction and Manufacturing: Digital Product Passports for Circular Timber Waste Remanufacturing

Author(s): Foivos Psarommatis, Gokan May, Irina Kalb
Published in: Procedia Computer Science, Issue 277, 2026, ISSN 1877-0509
Publisher: Elsevier BV
DOI: 10.1016/J.PROCS.2026.02.370

A conceptual framework for Zero-Error AI agents using Digital AI Passport approach

Author(s): Foivos Psarommatis, George Siaterlis, Dimitris Apostollou, Alexandros Bousdekis, John Soldatos, Chrysostomos Stylios
Published in: Procedia Computer Science, Issue 277, 2026, ISSN 1877-0509
Publisher: Elsevier BV
DOI: 10.1016/J.PROCS.2026.02.052