Ontology-based development of Industry 4.0 and 5.0 solutions for smart manufacturing and production : knowledge graph and semantic based modeling and optimization of complex systems / János Abonyi, László Nagy, Tamás Ruppert.
This book presents a comprehensive framework for developing Industry 4.0 and 5.0 solutions through the use of ontology modeling and graph-based optimization techniques. With effective information management being critical to successful manufacturing processes, this book emphasizes the importance of...
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Full Text (via Springer) |
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| Main Authors: | , , |
| Format: | eBook |
| Language: | English |
| Published: |
Cham :
Springer,
2024.
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| Series: | Springer series in advanced manufacturing.
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| Subjects: |
Table of Contents:
- Part I Introduction and motivation of the book
- Introduction to the industrial application of semantic technologies
- Ontology-based modeling of a wire harness manufacturing processes
- Knowledge graph-based framework to support human-centered collaborative and ergonomic manufacturing in Industry 5.0
- Part II Problem statement of network science-based process optimization
- Analytic hierarchy process and multilayer network-based method for assembly line balancing
- Efficient network community detection algorithm based on crossing minimization and bottom-up segmentation
- Hypergraph-based analysis of collaborative manufacturing
- Cookbook for semantic-based modeling and optimization of manufacturing systems
- Conclusion.