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CORDIS - EU research results
CORDIS

AI Platform for Integrated Sustainable and Circular Manufacturing

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

AI-enhanced Digital Twins Implementations for Products Production and Personae - 1st version (opens in new window)

This OTHER deliverable will develop AI-enabled digital twins for Products Production and Personas.

Ethical Analysis, Governance and Guidelines - 2nd version (opens in new window)

This report will provide an analysis and guidelines on Ethical aspects, including gender, inclusiveness and research integrity.

Ethical Analysis, Governance and Guidelines - 1st version (opens in new window)

This report will provide an analysis and guidelines on Ethical aspects, including gender, inclusiveness and research integrity

Innovation and Collaboration Marketplace - 1st version (opens in new window)

This OTHER deliverable (a web marketplace) will represent the exploitation vehicle for the project and will be interoperable with DFA portal.

Circular TwAIn Data4AI Platform and AI Toolkit - 1st version (opens in new window)

This OTHER deliverable includes implementation of the Data4AI and AI Toolkit of the project.

Data Space Implementations for Materials/Products and Process/Production - 1st version (opens in new window)

This OTHER deliverable will develop models and building blocks for product and process data spaces.

Data Space and AI Toolkit Reference Implementations - 1st version (opens in new window)

This OTHER software deliverable collects existing open source reference implementations of Data Space and AI Toolkit for Circularity.

Circular TwAIn Industrial Data Platform, Standards Ontologies - 1st version (opens in new window)

This OTHER deliverable includes implementation of the Industrial Data Platform of the project.

Data Space and Digital TwAIns Design - 1st version (opens in new window)

This Report includes the detailed specifications and design principles for developing an AI-driven Data Space and a Digital TwAIns ecosystem for Circularity.

Conceptual Framework and Reference Architecture - 1st version (opens in new window)

This deliverable is the Report describing the project’s holistic conceptual framework for AI-enabled Circular value chains in Manufacturing.

Digital Transformation pathways assessment and benchmarking - 1st version (opens in new window)

This Report describes the outcomes of the 6Ps digital transformation assessment on the industrial pilots enterprises.

Requirements Engineering Methodology - 1st version (opens in new window)

This Report describes the methodologies and tools to be used in the project to elicit and structure user and system requirements.

Methodology and Tools for Industrial Pilots coordination - 1st version (opens in new window)

This Report includes the implementation of the Trial Handbooks of WP2 including performance Indicators.

SMART standards and Exploitation Plan - 1st version (opens in new window)

SMART standards and Exploitation Plan.

System Integration and Validation Report - 1st version (opens in new window)

This report collects the results of the technical verification and validation of the Circular TwAIn platform in the first iteration.

Liaison with AI4MAN Ecosystem, Didactic Factories Network, Legal and Ethical issues - 1st version (opens in new window)

Description of AI TEF for Circularity (H4C) network, relevant Regulatory Sandboxes and skills development actions.

Data Integration and Validation Report - 1st version (opens in new window)

This Report collects the results of the technical verification and validation of the Circular TwAIn data spaces in the first iteration.

Report on Dissemination and Communication - 1st version (opens in new window)

Strategies, Actions and results for communication and dissemination.

Brand Management Materials and Web Portal - 1st version (opens in new window)

This OTHER deliverable includes the description of the Brand Management material (web site, leaflet, posters).

Publications

Towards a Toolkit for Semantic Interoperability in Data Spaces (opens in new window)

Author(s): An Ngoc Lam, Roberto Avogadro, Francisco Martin-Recuerda, Brian Elvesæter, Xiang Ma, Erik Johan Nystad, Dumitru Roman, Arne J. Berre
Published in: 2025 IEEE 8th International Conference on Industrial Cyber-Physical Systems (ICPS), 2025
Publisher: IEEE
DOI: 10.1109/ICPS65515.2025.11087848

AI-Enhanced Process Digital Twins for Circular Manufacturing: Design, Architecture, and Deployment (opens in new window)

Author(s): Giovanni Di Orio, Francisco Marques, Pedro Prates, Andre Lourenço, Pedro Silva, Miguel Reis, Pedro Faustino, Pedro Maló, Salviano Pinto Soares
Published in: 2025 21st International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), 2025, ISSN 2325-2944
Publisher: IEEE
DOI: 10.1109/DCOSS-IOT65416.2025.00165

A Performance Evaluation of OWL 2 DL Reasoners using ORE 2015 and Very Large Bio Ontologies (opens in new window)

Author(s): Lam, An Ngoc; Elvesæter, Brian; Martin-Recuerda, Francisco
Published in: 2023
DOI: 10.5281/zenodo.10475934

Context-driven Edge-based Data Sharing for Industrial IoT Data Spaces (opens in new window)

Author(s): Lam, An Ngoc; Nguyen, Phu Hong; Ma, Xiang
Published in: Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing, 2025
Publisher: ACM
DOI: 10.1145/3672608.3707988

Lecture Notes in Computer Science (opens in new window)

Author(s): Keremer, O., Malay, F.C., Deveci, B., Kirci, P., Unal, P.
Published in: Lecture Notes in Computer Science, 2023, ISSN 0302-9743
Publisher: Springer Verlag
DOI: 10.1007/978-3-031-39764-6_13

Advances in Artificial Intelligence in Manufacturing II (opens in new window)

Published in: Lecture Notes in Mechanical Engineering, 2025
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-86489-6

Open-Source Implementations of the Reactive Asset Administration Shell: A Survey (opens in new window)

Author(s): Jakoby, Michael; Baumann, Michael; Bischoff, Tino; Mees, Hans; Müller, Jens; Stojanovic, Ljiljana; Volz, Friedrich
Published in: Sensors; Volume 23; Issue 11; Pages: 5229, 2023
DOI: 10.3390/s23115229

Sensors (opens in new window)

Author(s): Kaya, Fatih; Şanlı, Ezgi; Albayrak, Özlem; Ünal, Perin; Kirci, Pinar
Published in: Sensors, 2025, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/S25071978

Information (Switzerland) (opens in new window)

Author(s): Volz, Friedrich; Sutschet, Gerhard; Stojanovic, Ljiljana; Usländer, Thomas
Published in: Crossref, 2023, ISSN 2078-2489
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s23177601

Sustainability (opens in new window)

Author(s): Kühn, Maximilian; Baumann, Michael; Volz, Friedrich; Stojanovic, Ljiljana
Published in: Sustainability, 2025, ISSN 2071-1050
Publisher: MDPI Open Access Publishing
DOI: 10.24406/PUBLICA-4164

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