计算机集成制造系统 ›› 2023, Vol. 29 ›› Issue (2): 355-371.DOI: 10.13196/j.cims.2023.02.001

• •    下一篇

数字孪生制造单元多维多尺度建模与边—云协同配置

张超1,2,周光辉1,2+,肖佳诚1,秦天宇1,周雅光1   

  1. 1.西安交通大学机械工程学院
    2.西安交通大学机械制造系统工程国家重点实验室
  • 出版日期:2023-02-28 发布日期:2023-03-10
  • 基金资助:
    国家自然科学基金资助项目(51975463,52105530);国家重点研发计划资助项目(2018YFB1702400)。

Multi-dimensional and multi-scale modeling and edge-cloud collaborative configuration method for digital twin manufacturing cell

ZHANG Chao1,2,ZHOU Guanghui1,2+,XIAO Jiacheng1,QIN Tianyu1,ZHOU Yaguang1   

  1. 1.School of Mechanical Engineering,Xi'an Jiaotong University
    2.State Key Laboratory for Manufacturing Systems Engineering,Xi'an Jiaotong University
  • Online:2023-02-28 Published:2023-03-10
  • Supported by:
    Project supported by the National Natural Science Foundation,China (No.51975463,52105530),and the National Key Research and Development Program,China (No.2018YFB1702400).

摘要: 为了解决离散型智能车间多维、多尺度、高保真建模及其软硬件配置与协同问题,以离散型智能车间的基本实现单元——数字孪生制造单元为对象,从数据—知识混合驱动的角度,探明新一代信息技术赋能下数字孪生制造单元的构成要素与关键特征,提出数字孪生制造单元的多维多尺度智能空间模型及其高保真建模方法。进一步从边—云协同的角度构建软硬件集成的数字孪生制造单元配置模型,建立了基于智能合约的数字孪生制造单元边—云协同运行与智能化管控机制。采用Java Web技术开发了数字孪生制造单元原型系统,并以航空发动机整体叶轮加工过程为案例,验证了所提模型与方法的正确性和有效性。

关键词: 数字孪生, 制造单元, 多维多尺度建模, 边—云协同, 智能车间

Abstract: Multi-dimensional,multi-scale and high-fidelity modeling of a discrete intelligent workshop and its software and hardware configuration and collaboration are still one of the bottleneck problems for the current research and practice of intelligent manufacturing.In response to this problem,a basic realization unit of the discrete intelligent workshop——Digital Twin Manufacturing Cell (DTMC) was taken as the object,and the constituent elements and key points of DTMC empowered by a new generation of information technologies were explored from the perspective of data-knowledge hybrid drive.The multi-dimensional and multi-scale intelligent space model of DTMC and its high-fidelity modeling method were proposed.From the perspective of edge-cloud collaboration,a software and hardware integrated configuration model of DTMC was constructed,and the smart contract-based edge-cloud collaborative operation and intelligent control mechanism of DTMC was established.A prototype system of DTMC was constructed,where an integral impeller was taken as an example to demonstrate the feasibility and effectiveness of the proposed approach.

Key words: digital twin, manufacturing cell, multi-dimensional and multi-scale modeling, edge-cloud collaboration, intelligent workshop

中图分类号: