[HTML][HTML] Making knowledge graphs work for smart manufacturing: Research topics, applications and prospects
Smart manufacturing (SM) confronts several challenges inherently suited to knowledge
graphs (KGs) capabilities. The first key challenge lies in the synthesis of complex and varied …
graphs (KGs) capabilities. The first key challenge lies in the synthesis of complex and varied …
Semantic web and machine learning techniques addressing semantic interoperability in Industry 4.0
Purpose This paper aims to offer a comprehensive examination of the various solutions
currently accessible for addressing the challenge of semantic interoperability in cyber …
currently accessible for addressing the challenge of semantic interoperability in cyber …
Machine learning with domain knowledge for predictive quality monitoring in resistance spot welding
Digitalisation trends of Industry 4.0 and Internet of Things led to an unprecedented growth of
manufacturing data. This opens new horizons for data-driven methods, such as Machine …
manufacturing data. This opens new horizons for data-driven methods, such as Machine …
Executable knowledge graphs for machine learning: a Bosch case of welding monitoring
Data analysis including ML are essential to extract insights from production data in modern
industries. However, industrial ML is affected by: the low transparency of ML towards non …
industries. However, industrial ML is affected by: the low transparency of ML towards non …
Ontology reshaping for knowledge graph construction: applied on Bosch welding case
Automatic knowledge graph (KG) construction is widely used in industry for data integration
and access, and there are several approaches to enable (semi-) automatic construction of …
and access, and there are several approaches to enable (semi-) automatic construction of …
Enhancing knowledge graph generation with ontology reshaping–Bosch case
Enhancing Knowledge Graph Generation with Ontology Reshaping – Bosch Case |
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The data value quest: a holistic semantic approach at Bosch
The Data Value Quest: A Holistic Semantic Approach at Bosch | SpringerLink Skip to main
content Advertisement SpringerLink Account Menu Find a journal Publish with us Track your …
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Semantic modeling, development and evaluation for the resistance spot welding industry
The ongoing industrial revolution termed Industry 4.0 (I4. 0) has borne witness to a series of
profound changes towards increasing smart automation, particularly in the industrial sectors …
profound changes towards increasing smart automation, particularly in the industrial sectors …
Towards generalized welding ontology in line with ISO and knowledge graph construction
Towards Generalized Welding Ontology in Line with ISO and Knowledge Graph Construction |
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Query-based industrial analytics over knowledge graphs with ontology reshaping
Industrial analytics that includes among others equipment diagnosis and anomaly detection
heavily relies on integration of heterogeneous production data. Knowledge Graphs (KGs) as …
heavily relies on integration of heterogeneous production data. Knowledge Graphs (KGs) as …