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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
D3.1 Conceptual Framework and Reference Architecture
D3.2 Data Space and Digital TwAIns Design
D3.3 Data Space and AI Toolkit Reference Implementations
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
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
D6.1 Methodology and Tools for Industrial Pilots Coordination
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

Publications

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