Journal
JOURNAL OF MANUFACTURING SYSTEMS
Volume 58, Issue -, Pages 118-131Publisher
ELSEVIER SCI LTD
DOI: 10.1016/j.jmsy.2020.05.011
Keywords
Digital twin; Complex product; Workflow; Data Management; Process traceability; Product data package
Categories
Funding
- National Natural Science Foundation, China [51935003]
- National Defense Fundamental Research Foundation, China [JCKY2018210C005, JCKY2016204A502]
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This paper discusses how digital twin method can be used for assembly data management and process traceability of complex products, including analysis of the dynamic evolutionary process of assembly data and establishment of a framework for digital twin as well as core techniques. The proposed approach has been applied and verified in aerospace-related assembly enterprises.
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.
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