AI Platform for Integrated Sustainable and Circular Manufacturing

Projektinformationen

Circular TwAIn

ID Finanzhilfevereinbarung: 101058585

DOI

10.3030/101058585

Projekt abgeschlossen

EK-Unterschriftsdatum 18 Mai 2022

Startdatum 1 Juli 2022

Enddatum 30 Juni 2025

Finanziert unter

• Digital, Industry and Space

Gesamtkosten

€ 7 246 095,00

EU-Beitrag

€ 5 937 356,00

Koordiniert durch

ENGINEERING - INGEGNERIA INFORMATICA SPA
Italy

CORDIS bietet Links zu öffentlichen Ergebnissen und Veröffentlichungen von HORIZONT-Projekten.

Links zu Ergebnissen und Veröffentlichungen von RP7-Projekten sowie Links zu einigen Typen spezifischer Ergebnisse wie Datensätzen und Software werden dynamisch von OpenAIRE abgerufen.

Leistungen

Other (8)

AI-enhanced Digital Twins Implementations for Products Production and Personae - 1st version

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

Ethical Analysis, Governance and Guidelines - 2nd version

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

Ethical Analysis, Governance and Guidelines - 1st version

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

Innovation and Collaboration Marketplace - 1st version

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

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

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

Data Space and AI Toolkit Reference Implementations - 1st version

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

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

Documents, reports (10)

Data Space and Digital TwAIns Design - 1st version

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

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

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

Requirements Engineering Methodology - 1st version

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

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

SMART standards and Exploitation Plan - 1st version

SMART standards and Exploitation Plan.

System Integration and Validation Report - 1st version

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

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

Data Integration and Validation Report - 1st version

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

Strategies, Actions and results for communication and dissemination.

Websites, patent fillings, videos etc. (1)

Brand Management Materials and Web Portal - 1st version

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

Veröffentlichungen

Conference proceedings (5)

Towards a Toolkit for Semantic Interoperability in Data Spaces

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

AI-Enhanced Process Digital Twins for Circular Manufacturing: Design, Architecture, and Deployment

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

A Performance Evaluation of OWL 2 DL Reasoners using ORE 2015 and Very Large Bio Ontologies

Autoren: Lam, An Ngoc; Elvesæter, Brian; Martin-Recuerda, Francisco
Veröffentlicht in: 2023
DOI: 10.5281/zenodo.10475934

Context-driven Edge-based Data Sharing for Industrial IoT Data Spaces

Autoren: Lam, An Ngoc; Nguyen, Phu Hong; Ma, Xiang
Veröffentlicht in: Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing, 2025
Herausgeber: ACM
DOI: 10.1145/3672608.3707988

Lecture Notes in Computer Science

Autoren: Keremer, O., Malay, F.C., Deveci, B., Kirci, P., Unal, P.
Veröffentlicht in: Lecture Notes in Computer Science, 2023, ISSN 0302-9743
Herausgeber: Springer Verlag
DOI: 10.1007/978-3-031-39764-6_13

Monographic books (1)

Advances in Artificial Intelligence in Manufacturing II

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

Other (1)

Open-Source Implementations of the Reactive Asset Administration Shell: A Survey

Autoren: Jakoby, Michael; Baumann, Michael; Bischoff, Tino; Mees, Hans; Müller, Jens; Stojanovic, Ljiljana; Volz, Friedrich
Veröffentlicht in: Sensors; Volume 23; Ausgabe 11; Pages: 5229, 2023
DOI: 10.3390/s23115229

Peer reviewed articles (3)

Sensors

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

Information (Switzerland)

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

Sustainability

Autoren: Kühn, Maximilian; Baumann, Michael; Volz, Friedrich; Stojanovic, Ljiljana
Veröffentlicht in: Sustainability, 2025, ISSN 2071-1050
Herausgeber: MDPI Open Access Publishing
DOI: 10.24406/PUBLICA-4164