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An Ontology-Based Resource Reconfiguration Method for Manufacturing Cyber-Physical Systems

  • Jiafu Wan
  • , Boxing Yin
  • , Di Li
  • , Antonio Celesti
  • , Fei Tao
  • , Qingsong Hua*
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

The introduction of Industry 4.0 and rapid development of manufacturing cyber-physical systems, as well as the increasing demand for multivariety, small batch, and personalized customization, pose a huge challenge to traditional manufacturing systems. In order to meet production requirements for fast iteration and realize agile and efficient manufacturing resource allocation, this paper proposes an ontology-based resource reconfiguration method from the perspective of resource utilization. First, an intelligent device ontology that describes the intelligent manufacturing resource is established using the Web Ontology Language. On this basis, the relational database is associated with the ontology of the manufacturing system, which makes the manufacturing resources be mapped to the model instances. Then, we analyze the equipment reconfiguration of the intelligent manipulator as an application case, which explains the proposed method for resource reconfiguration based on ontology, and verifies its feasibility in manufacturing. Finally, this study provides a new method for reconfigurable research of manufacturing resources.

Original languageEnglish
Article number8310925
Pages (from-to)2537-2546
Number of pages10
JournalIEEE/ASME Transactions on Mechatronics
Volume23
Issue number6
DOIs
StatePublished - Dec 2018

Keywords

  • Intelligent manufacturing
  • manufacturing cyber-physical systems (MCPS)
  • ontology
  • resource reconfiguration
  • semantic web rule language (SWRL)

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