F B Rudolph
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View article: Flexible data architecture for enabling AI applications in production environments
Flexible data architecture for enabling AI applications in production environments Open
We present a flexible data architecture that combines RDF knowledge graphs for semantic descriptions with tailored data formats and APIs for time series data to create digital representations of production systems with related products, pr…
View article: 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 Open
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 man…