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  • 标题:Knowledge Graphs in Digital Twins for Manufacturing - Lessons Learned from an Industrial Case at Atlas Copco Airpower
  • 本地全文:下载
  • 作者:Bart Meyers ; Johan Van Noten ; Pieter Lietaert
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2022
  • 卷号:55
  • 期号:10
  • 页码:13-18
  • DOI:10.1016/j.ifacol.2022.09.361
  • 语种:English
  • 出版社:Elsevier
  • 摘要:In this paper we introduce an architecture for a cognitive digital twin that uses an ontology-based knowledge graph to improve the analysis of manufacturing systems. The architecture is evaluated in a use case at Atlas Copco Airpower, revolving around an adaptive measurement strategy for quality control. We report on the requirements, outcomes, and the resulting challenges of using a cognitive digital twin, and provide a roadmap for future research.
  • 关键词:Intelligent manufacturing systems;Modeling of manufacturing operations;Quality assurance;maintenance
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