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Deliverables

& Publications

Deliverables

D1.2 Ethical Analysis, Governance and Guidelines
D1.4 Ethical Analysis, Governance and Guidelines | 2nd
D2.1 Requirements Engineering Methodology
D2.3 Digital Transformation Pathways Assessment and Benchmarking
Subject to EC Approval
D2.4 Requirements Engineering Methodology_V2
D2.5 User Scenarios, Requirements and Performance Indicators_V2
D3.1 Conceptual Framework and Reference Architecture
D3.2 Data Space and Digital TwAIns Design
D3.3 Data Space and AI Toolkit Reference Implementations
Subject to EC Approval
D3.4 Conceptual Framework and Reference Architecture_V2
D3.5 Data Space and Digital TwAIns Design_V2
D3.6 Data Space and AI Toolkit Reference Implementations_V2
D4.1 Circular TwAIn Industrial Data Platform, Standards Ontologies
D4.2 Data Space Implementations for Materials/Products and Process/Production
D4.3 Data Integration and Validation Report
Subject to EC Approval
D4.4 Circular TwAIn Industrial Data Platform Standards Ontologies_V2
D5.1 Circular TwAIn Data4AI Platform and AI Toolkit
D5.2 AI-enhanced Digital Twins Implementations for Products Production and Personae
D5.3 System Integration and Validation Report
Subject to EC Approval
D5.4 Circular TwAIn Data4AI Platform and AI Toolkit_V2
D6.1 Methodology and Tools for Industrial Pilots Coordination
Subject to EC Approval
D6.2 Industrial Pilots Implementation and Deployment_V1
D6.3 Methodology and Tools for Industrial Pilots Coordination_V2
D7.1 Brand Management Materials and Web Portal
D7.2 Report on Dissemination and Communication
D7.3 Liaison with AI4MAN Ecosystem, Didactic Factories Network, Legal and Ethical issues
D7.4 SMART Standards and Exploitation Plan
D7.5 Innovation and Collaboration Marketplace
Subject to EC Approval
D7.7 Report on Dissemination and Communication_V2
D7.9 SMART standards and Exploitation Plan_V2

Publications

Digital Product Passport Design Supporting the Circular Economy Based on the Asset Administration Shell

Maximilian Kühn, Michael Baumann, Friedrich Volz, Ljiljana Stojanovic

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

Michael Jacoby, Michael Baumann, Tino Bischoff, Hans Mees, Jens Müller, Ljiljana Stojanovic, Friedrich Volz

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

An Ngoc Lam, Brian Elvesæter, Francisco Martin-Recuerda

On the Role of Digital Twins in Data Spaces

Friedrich Volz, Gerhard Sutschet, Ljiljana Stojanovic, Thomas Usländer

Restricted Access

Publications

Optimisation of a Chemical Process by Using Machine Learning Algorithms with Surrogate Modelling

Ozge Keremer, Fadil Can Malay, Bilgin Deveci, Pinar Kirci, Perin Unal

Follow our progress and get informed about the project’s process

Deliverables

& Publications

Deliverables

Publications

Restricted Access

Project
Coordinator

Technical
Manager

Follow our progress and get informed about the project’s process

Deliverables

& Publications

Deliverables

WP 1 Project Management and Governance

WP 2 User Scenarios, Requirements and Socio-economic Assessment

WP 3 Conceptual Framework and Reference Architecture

WP 4 Data Space for Circular and Resilient Manufacturing

WP 5 AI-enabled Digital Twins for Distributed Manufacturing

WP 6 Industrial Pilots and Circular Manufacturing Experimentations

WP 7 Dissemination, Communication, Standardisation, Impact Creation

Publications

Restricted Access

Project Coordinator

Technical Manager

Project
Coordinator

Technical
Manager