Digital twin-based smart production management and control framework for the complex product assembly shop-floor

Cunbo Zhuang, Jianhua Liu, Hui Xiong*

*此作品的通讯作者

科研成果: 期刊稿件文章同行评审

556 引用 (Scopus)

摘要

Digital twin technology is considered as a key technology to realize cyber-physical systems (CPS). However, due to the complexity of building a digital equivalent in virtual space to its physical counterpart, very little progress has been achieved in digital twin application, especially in the complex product assembly shop-floor. In this paper, we propose a framework of digital twin-based smart production management and control approach for complex product assembly shop-floors. Four core techniques embodied in the framework are illustrated in detail as follows: (1) real-time acquisition, organization, and management of the physical assembly shop-floor data, (2) construction of the assembly shop-floor digital twin, (3) digital twin and big data-driven prediction of the assembly shop-floor, and (4) digital twin-based assembly shop-floor production management and control service. To elaborate how to apply the proposed approach to reality, we present detailed implementation process of the proposed digital twin-based smart production management and control approach in a satellite assembly shop-floor scenario. Meanwhile, the future work to completely fulfill digital twin-based smart production management and control concept for complex product assembly shop-floors are discussed.

源语言英语
页(从-至)1149-1163
页数15
期刊International Journal of Advanced Manufacturing Technology
96
1-4
DOI
出版状态已出版 - 1 4月 2018

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