4.6 Article

A digital twin-driven production management system for production workshop

Journal

Publisher

SPRINGER LONDON LTD
DOI: 10.1007/s00170-020-05977-5

Keywords

Production management; Digital twin; Smart workshop; Heavy-duty vehicle gearbox

Funding

  1. Funds for Science and technology plan project in Guangzhou [202002030321]
  2. Science and Technology Plan Project in Inner Mongolia autonomous region [2019GG238]
  3. Guangdong Academic Degree and Graduate Education Reform Research Project [2019JGXM15]
  4. Basic and Applied Basic Research Foundation of Guangdong Province of China [2019A1515110399]
  5. Fundamental Research Funds for the Central Universities [21618412]
  6. 2018 Panyun Leading Innovation Team Program, China [2018-R01-4]
  7. 2018 Guangzhou Leading Innovation Team Program, China [201909010006]
  8. major research and development projects on major topics of artificial intelligence technology innovation in Chongqing [cstc 2017rgzn-zdyfx0005]

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With the rapid development of smart manufacturing, some challenges are emerging in the production management, including the utilization of information technology and the elimination of dynamic disturbance. A digital twin-driven production management system (DTPMS) can dynamically simulate and optimize production processes in manufacturing and achieve real-time synchronization, high fidelity, and real-virtual fusion in cyber-physical production. This paper focuses on establishing DTPMS for production life-cycle management. First, we illustrate how to integrate digital twin technology and simulation platforms. Second, a framework of DTPMS is proposed to support a cyber-physical system of production workshop, including product design, product manufacturing, and intelligent service management. Finally, the proposed DTPMS is applied to the production process of a heavy-duty vehicle gearbox. The experimental results indicate that the defective rate of products and the in-process inventory are reduced by 34% and 89%, respectively, while the one-time pass rate of product inspection is increased by 14.2%, which demonstrates the feasibility and effectiveness of the DTPMS.

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