Hybrid learning-based digital twin for manufacturing process: Modeling framework and implementation
Digital twin (DT) and artificial intelligence (AI) technologies are powerful enablers for
Industry 4.0 toward sustainable resilient manufacturing. Digital twins of machine tools and …
Industry 4.0 toward sustainable resilient manufacturing. Digital twins of machine tools and …
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 …
[HTML][HTML] SemML: Facilitating development of ML models for condition monitoring with semantics
Monitoring of the state, performance, quality of operations and other parameters of
equipment and production processes, which is typically referred to as condition monitoring …
equipment and production processes, which is typically referred to as condition monitoring …
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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Scaling usability of ML analytics with knowledge graphs: exemplified with a Bosch welding case
Automated welding is heavily used in the automotive industry to produce car bodies by
connecting metal parts with welding spots. Modern welding solutions and manufacturing …
connecting metal parts with welding spots. Modern welding solutions and manufacturing …
Scaling data science solutions with semantics and machine learning: Bosch case
Abstract Industry 4.0 and Internet of Things (IoT) technologies unlock unprecedented
amount of data from factory production, posing big data challenges in volume and variety. In …
amount of data from factory production, posing big data challenges in volume and variety. In …
The data value quest: a holistic semantic approach at Bosch
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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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