An industrial data-spaces framework for resilient manufacturing value chains

K Alexopoulos, M Weber, T Trautner, M Manns… - Procedia CIRP, 2023 - Elsevier
Manufacturing industries continuously face the challenge of delivering high-quality products
under high production rates while minimizing non-value adding activities. The recent COVID …

EuProGigant: A decentralized Federated Learning Approach based on Compute-to-Data and Gaia-X

R Gehrer, S Dumss, F Gast, W Wünschel, F Schwill… - Procedia CIRP, 2024 - Elsevier
Abstract Machine learning normally requires a considerable amount of data for model
training, limiting the field of usage especially for small manufacturing companies due to their …

Digital Twin Development and Operation of a Flexible Manufacturing Cell using ISO 23247

B Wallner, B Zwölfer, T Trautner, F Bleicher - Procedia CIRP, 2023 - Elsevier
Digital twins are representations of real-world systems in the digital world, relying on
physical system data to optimise, manipulate, detect, and interact. The requirements of …

Resilience-X: Towards Resilient Manufacturing Companies An In-depth Analysis of Requirements and Challenges

AW Müller, F Kerber, C Legat - Collective Intelligence, 2024 - taylorfrancis.com
In an age characterized by unprecedented global uncertainties and disruptions, the
resilience of the manufacturing industry stands as an imperative of utmost significance. The …

A Digital Twin and Data Spaces framework towards Resilient Manufacturing Value Chains

E Bakopoulos, K Sipsas, N Nikolakis, K Alexopoulos - IFAC-PapersOnLine, 2024 - Elsevier
Due to the fact that uncertainties and disruptions are increasing because of the complexity of
the supply chains, resilience has become a very important and imperative aspect for modern …

[PDF][PDF] The European Production Gigane: Towards a Green and Digital Manufacturing Ecosystem

M Weber, M Weigold, T Koch - Smart and Networked …, 2022 - wpk.conf.tuwien.ac.at
Abstract The European Production Giganet contributes to the twin green and digital
transition of the EU strategy to become climate neutral by 2050. The digitalization offers high …

[PDF][PDF] Design Knowledge for GAIA-X-compliant Ecosystems: A Literature Review.

D Hefft, N Große - AMCIS, 2023 - researchgate.net
Integrating digital technologies offer companies a range of potentials for optimizing business
processes, exploring new business models and collaborating along value chains to co …

Datenplattformen, Datenräume und (Daten-) Ökosysteme–(IT) Architekturen und Praxis des Datenteilens

CF Strnadl, H Schöning - Data Governance: Nachhaltige …, 2023 - Springer
Vor der Realisierung einer neuen Daten-Plattform bzw. der Teilnahme an einem Datenraum
oder einem Datenökosystem sind einige nicht-triviale technische Aspekte zu klären, die hier …

[PDF][PDF] A Formal Transaction Cost-Based Analysis of the Economic Feasibility of Data Spaces and Service Ecosystems

CF Strnadl - arXiv preprint arXiv:2310.03157, 2023 - researchgate.net
Data spaces and service ecosystems such as Gaia-X are expected to fuel the emerging data
economy. It is well known, however, that this type of network-based economic governance …

[PDF][PDF] Gaia-X und Geschäftsmodelle

F Hoffmann, M Mitrovic, C Niebel, A Reiberg - 2024 - gaia-x-hub.de
In diesem Whitepaper wird anhand des Projektes EuProGigant (Europäisches
Produktionsgiganet zur kalamitätsmindernden Selbstorchestrierung von …