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 /

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...

Cur síos iomlán

Sábháilte in:
Sonraí bibleagrafaíochta
Príomhchruthaitheoirí: Abonyi, János (Údar), Nagy, László (Údar), Ruppert, Tamás (Údar)
Údar corparáideach: SpringerLink (Online service)
Formáid: Leictreonach Ríomhleabhar
Teanga:Béarla
Foilsithe / Cruthaithe: Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
Eagrán:1st ed. 2024.
Sraith:Springer Series in Advanced Manufacturing,
Ábhair:
Rochtain ar líne:https://doi.org/10.1007/978-3-031-47444-6
Clibeanna: Cuir clib leis
Níl clibeanna ann, Bí ar an gcéad duine le clib a chur leis an taifead seo!
Clár na nÁbhar:
  • 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.