Digital twin-based assembly data management and process traceability for complex products

被引:97
作者
Zhuang, Cunbo [1 ]
Gong, Jingcheng [1 ]
Liu, Jianhua [1 ]
机构
[1] Beijing Inst Technol, Sch Mech Engn, Lab Digital Mfg, Beijing 100081, Peoples R China
关键词
Digital twin; Complex product; Workflow; Data Management; Process traceability; Product data package;
D O I
10.1016/j.jmsy.2020.05.011
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Complex products such as satellites, missiles, and aircraft typically have demanding requirements for dynamic data management and process traceability. The assembly process for these complex products involves high complexity, strong dynamics, many uncertainties, and frequent rework and repair, especially in the model development stage. Achieving assembly data management and process traceability for complex products has always been a challenge. A recently proposed solution involves one-to-one mapping of the corresponding physical entity, also known as the digital twin method. This paper proposes a digital twin-based assembly data management and process traceability approach for complex products. First, the dynamic evolutionary process of complex product assembly data was analyzed from three dimensions: granularity, period and version. Then, a framework of digital twin-based assembly data management and process traceability for complex products was constructed. Some core techniques are: 1) workflow-based product assembly data organization and version management; 2) synchronous modeling of the product assembly process based on digital twin; and 3) hierarchical management and traceability of product assembly data based on digital twin. On this basis, an algorithm flowchart for generating a product assembly data package was created, which includes product assembly data management, assembly process traceability, and generation of a product assembly data package. Furthermore, the Digital Twin-based Assembly Process Management and Control System (DT-APMCS) was designed to verify the efficiency of the proposed approach. Some aerospace-related assembly enterprises are currently using DTAPMCS and achieving satisfactory results. Finally, a summary of our work is given, and the future research work is also discussed.
引用
收藏
页码:118 / 131
页数:14
相关论文
共 28 条
[1]  
[Anonymous], 2017, TRANSDISCIPLINARY PE
[2]   Part data integration in the Shop Floor Digital Twin: Mobile and cloud technologies to enable a manufacturing execution system [J].
Coronado, Pedro Daniel Urbina ;
Lynn, Roby ;
Louhichi, Wafa ;
Parto, Mahmoud ;
Wescoat, Ethan ;
Kurfess, Thomas .
JOURNAL OF MANUFACTURING SYSTEMS, 2018, 48 :25-33
[3]   An integrated closed-loop product lifecycle management approach for reverse logistics design [J].
Daaboul, Joanna ;
Le Duigou, Julien ;
Penciuc, Diana ;
Eynard, Benoit .
PRODUCTION PLANNING & CONTROL, 2016, 27 (13) :1062-1077
[4]  
Glaessgen E., 2012, P 53 AIAA ASME ASCE, P1818, DOI DOI 10.2514/6.2012-1818
[5]  
Graham Warwick., 2015, Aviation week space technology, P10
[6]  
Grieves M., 2011, Virtually perfect: driving innovative and lean products through product lifecycle management
[7]  
Grieves Michael, 2015, CISC VIS NETW IND GL
[8]  
Huang Shuang-xi, 2004, Computer Integrated Manufacturing Systems, V10, P1
[9]   Blockchain-based data management for digital twin of product [J].
Huang, Sihan ;
Wang, Guoxin ;
Yan, Yan ;
Fang, Xiongbing .
JOURNAL OF MANUFACTURING SYSTEMS, 2020, 54 :361-371
[10]   Data Construction Method for the Applications of Workshop Digital Twin System [J].
Kong, Tianxiang ;
Hu, Tianliang ;
Zhou, Tingting ;
Ye, Yingxin .
JOURNAL OF MANUFACTURING SYSTEMS, 2021, 58 :323-328