Enabling Federated Learning Services Using OPC UA, Linked Data and GAIA-X in Cognitive Production

Enabling Federated Learning Services Using OPC UA, Linked Data and GAIA-X in Cognitive Production

Value creation in production is based on collaboration of different stakeholders and requires the secure and sovereign exchange of knowledge. Today, knowledge has mostly been built up individually and is only exchanged in a proprietary manner. This paper presents an exemplary pipeline for federated...

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Bibliographic Details
Main Authors: Christian Friedrich, Stefan Vogt, Franziska Rudolph, Paul Patolla, Jossy Milagros Grützmann, Orlando Hohmeier, Martin Richter, Ken Wenzel, Dirk Reichelt, Steffen Ihlenfeldt
Format: Article
Language:English
Published: Publishing House of Wrocław Board of Scientific Technical Societies Federation NOT 2024-05-01
Series:Journal of Machine Engineering
Subjects:
industry 4.0
digital manufacturing
data spaces
cognitive production
Online Access:http://jmacheng.not.pl/Enabling-Federated-Learning-Services-Using-OPC-UA-Linked-Data-and-GAIA-X-in-Cognitive,188618,0,2.html
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