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An Optimal Operation Control Framework for Digital Twin Manufacturing Cell

  • Xi'an Jiaotong University

Research output: Contribution to journalConference articlepeer-review

3 Scopus citations

Abstract

Digital workshop is a new application of digital twin combined with discrete manufacturing workshop, which can completely improve the perception level of production status by synchronizing virtual workshop and physical workshop production behavior. To improve the level of operation control in the manufacturing process of digital twin workshop, this paper takes autonomous manufacturing cell as implementation scenario and proposes a data and model-driven framework for digital twin manufacturing cell (DTMC), which could support manufacturing cell optimal operation control by a completely modelling, perceiving and controlling strategy. In addition, three key enabling technologies including manufacturing cell production model, dynamic production status perception, disturbance optimal operation control strategy for supporting the optimal framework are analyzed. Then, an experimental test bed of DTMC is highlighted through a thus constructed production model of machine tool, robots, AGV, and workpiece. Finally, benefits of proposed framework and its current challenges are summarized.

Original languageEnglish
Pages (from-to)336-341
Number of pages6
JournalProcedia CIRP
Volume118
DOIs
StatePublished - 2023
Event16th CIRP Conference on Intelligent Computation in Manufacturing Engineering, CIRP ICME 2022 - Naples, Italy
Duration: 13 Jul 202215 Jul 2022

Keywords

  • Digital twin
  • Digital twin manufacturing cell
  • Disturbance optimal control
  • Optimal operation control framework
  • Production process modelling

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