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数字孪生模型构建理论及应用

  • Fei Tao
  • , He Zhang
  • , Qinglin Qi
  • , Jun Xu
  • , Zheng Sun
  • , Tianliang Hu
  • , Xiaojun Liu
  • , Tingyu Liu
  • , Juntao Guan
  • , Changyu Chen
  • , Fanwei Meng
  • , Chenyuan Zhang
  • , Zhiyuan Li
  • , Yongli Wei
  • , Minghao Zhu
  • , Bin Xiao
  • Beihang University
  • Hong Kong Polytechnic University
  • Xi'an Jiaotong University
  • Shandong University
  • Southeast University, Nanjing
  • SIPPR Engineering Group Co., Ltd.
  • Beijing Institute of Satellite Environmental Engineering

科研成果: 期刊稿件文章同行评审

227 引用 (Scopus)

摘要

Digital twin is a hot point nowadays, and has received great attention from both academia and industry. The first problem faced by users when utilizing digital twin is how to realize the modeling of a digital twin. However, model is a core part in any digital twin as well as its industrial application. Unfortunately, there is no criterion for digital twin modelling until now, and it lacks theoretical support for accurate modeling when studying and utilizing digital twin. For addressing this problem, the modelling criterion of digital twin was put forward. Then a theoretical system for digital twin modelling was established from six aspects, including model construction, model assembly, model fusion, model verification, model validation and model management. The proposed criterion and theory for digital twin modelling were applied in the construction of Digital Twin Shop-floor (DTS). Furthermore, three key technologies in DTS, including modeling of shop-floor elements, modeling of data-driven dynamic production process and modeling of production system simulation were studied in detail.These works were expected to provide theoretical references for the construction and application of digital twin in different industrial fields, especially in shop-floor.

投稿的翻译标题Theory of digital twin modeling and its application
源语言繁体中文
页(从-至)1-15
页数15
期刊Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS
27
1
DOI
出版状态已出版 - 1月 2021
已对外发布

关键词

  • Digital twin
  • Digital twin shop-floor
  • Modelling
  • Modelling criterion
  • Smart manufacturing
  • Theoretical system

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