A digital twin-driven production management system for production workshop

被引:63
|
作者
Ma, Jun [1 ,2 ]
Chen, Huimin [3 ]
Zhang, Yu [4 ]
Guo, Hongfei [5 ,6 ]
Ren, Yaping [5 ,6 ]
Mo, Rong [1 ,2 ]
Liu, Luyang [7 ]
机构
[1] Northwestern Polytech Univ, Minist Educ, Key Lab Contemporary Design & Integrated Mfg Tech, Xian 710072, Peoples R China
[2] Chongqing Tiema Ind Grp Co Ltd, Chongqing 400050, Peoples R China
[3] Univ Hong Kong, Inst Comp Sci, Hong Kong 999077, Peoples R China
[4] Guangzhou CreateView Educ Technol Co Ltd, Guangzhou 510000, Peoples R China
[5] Jinan Univ, Sch Intelligent Syst Sci & Engn, Zhuhai 519070, Peoples R China
[6] Jinan Univ, Inst Phys Internet, Zhuhai 519070, Peoples R China
[7] Univ Hong Kong, Sch Engn, Hong Kong 999077, Peoples R China
关键词
Production management; Digital twin; Smart workshop; Heavy-duty vehicle gearbox; FRAMEWORK; SERVICE; DESIGN;
D O I
10.1007/s00170-020-05977-5
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:1385 / 1397
页数:13
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