Digital Twin-Based Three-Dimensional Visual and Global Monitoring of Assembly Shop-Floor

Jiapeng Zhang; Cunbo Zhuang; Jianhua Liu; Kun Yuan; Jin Zhang; Juan Liu

doi:10.1145/3487075.3487147

Digital Twin-Based Three-Dimensional Visual and Global Monitoring of Assembly Shop-Floor

Jiapeng Zhang, Cunbo Zhuang, Jianhua Liu, Kun Yuan, Jin Zhang, Juan Liu

School of Mechanical Engineering

Beijing Institute of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Aiming at the requirements of rapid response and production efficiency improvement in the assembly shop-floor, a threedimensional (3D) visual and global monitoring method for the assembly shop-floor based on the digital twin is proposed. The paper analyzes the monitoring objectives, objects, and methods of assembly shop-floor, and constructs a global monitoring framework of digital twin-based assembly shop-floor. Then, three key technologies of realizing global monitoring shop-floor are described: current-time data perception and collection, current-time information-driven digital twin generation, and state monitoring and optimization based on digital twin. Finally, a global monitoring prototype system is designed and developed to verify the effectiveness of the proposed method..

Original language	English
Title of host publication	CSAE 2021 - Proceedings of the 5th International Conference on Computer Science and Application Engineering
Editors	Ali Emrouznejad
Publisher	Association for Computing Machinery
ISBN (Electronic)	9781450389853
DOIs	https://doi.org/10.1145/3487075.3487147
Publication status	Published - 19 Oct 2021
Event	5th International Conference on Computer Science and Application Engineering, CSAE 2021 - Virtual, Online, China Duration: 19 Oct 2021 → 21 Oct 2021

Publication series

Name	ACM International Conference Proceeding Series

Conference

Conference	5th International Conference on Computer Science and Application Engineering, CSAE 2021
Country/Territory	China
City	Virtual, Online
Period	19/10/21 → 21/10/21

Keywords

3d visual monitoring
Assembly shop-floor
Digital twin
Global monitoring

Access to Document

10.1145/3487075.3487147

Cite this

Zhang, J., Zhuang, C., Liu, J., Yuan, K., Zhang, J., & Liu, J. (2021). Digital Twin-Based Three-Dimensional Visual and Global Monitoring of Assembly Shop-Floor. In A. Emrouznejad (Ed.), CSAE 2021 - Proceedings of the 5th International Conference on Computer Science and Application Engineering Article 3487147 (ACM International Conference Proceeding Series). Association for Computing Machinery. https://doi.org/10.1145/3487075.3487147

Zhang, Jiapeng ; Zhuang, Cunbo ; Liu, Jianhua et al. / Digital Twin-Based Three-Dimensional Visual and Global Monitoring of Assembly Shop-Floor. CSAE 2021 - Proceedings of the 5th International Conference on Computer Science and Application Engineering. editor / Ali Emrouznejad. Association for Computing Machinery, 2021. (ACM International Conference Proceeding Series).

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title = "Digital Twin-Based Three-Dimensional Visual and Global Monitoring of Assembly Shop-Floor",

abstract = "Aiming at the requirements of rapid response and production efficiency improvement in the assembly shop-floor, a threedimensional (3D) visual and global monitoring method for the assembly shop-floor based on the digital twin is proposed. The paper analyzes the monitoring objectives, objects, and methods of assembly shop-floor, and constructs a global monitoring framework of digital twin-based assembly shop-floor. Then, three key technologies of realizing global monitoring shop-floor are described: current-time data perception and collection, current-time information-driven digital twin generation, and state monitoring and optimization based on digital twin. Finally, a global monitoring prototype system is designed and developed to verify the effectiveness of the proposed method..",

keywords = "3d visual monitoring, Assembly shop-floor, Digital twin, Global monitoring",

author = "Jiapeng Zhang and Cunbo Zhuang and Jianhua Liu and Kun Yuan and Jin Zhang and Juan Liu",

note = "Publisher Copyright: {\textcopyright} 2021 Association for Computing Machinery. All rights reserved.; 5th International Conference on Computer Science and Application Engineering, CSAE 2021 ; Conference date: 19-10-2021 Through 21-10-2021",

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doi = "10.1145/3487075.3487147",

language = "English",

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Zhang, J, Zhuang, C , Liu, J, Yuan, K, Zhang, J & Liu, J 2021, Digital Twin-Based Three-Dimensional Visual and Global Monitoring of Assembly Shop-Floor. in A Emrouznejad (ed.), CSAE 2021 - Proceedings of the 5th International Conference on Computer Science and Application Engineering., 3487147, ACM International Conference Proceeding Series, Association for Computing Machinery, 5th International Conference on Computer Science and Application Engineering, CSAE 2021, Virtual, Online, China, 19/10/21. https://doi.org/10.1145/3487075.3487147

Digital Twin-Based Three-Dimensional Visual and Global Monitoring of Assembly Shop-Floor. / Zhang, Jiapeng; Zhuang, Cunbo ; Liu, Jianhua et al.
CSAE 2021 - Proceedings of the 5th International Conference on Computer Science and Application Engineering. ed. / Ali Emrouznejad. Association for Computing Machinery, 2021. 3487147 (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Digital Twin-Based Three-Dimensional Visual and Global Monitoring of Assembly Shop-Floor

AU - Zhang, Jiapeng

AU - Zhuang, Cunbo

AU - Liu, Jianhua

AU - Yuan, Kun

AU - Zhang, Jin

AU - Liu, Juan

PY - 2021/10/19

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N2 - Aiming at the requirements of rapid response and production efficiency improvement in the assembly shop-floor, a threedimensional (3D) visual and global monitoring method for the assembly shop-floor based on the digital twin is proposed. The paper analyzes the monitoring objectives, objects, and methods of assembly shop-floor, and constructs a global monitoring framework of digital twin-based assembly shop-floor. Then, three key technologies of realizing global monitoring shop-floor are described: current-time data perception and collection, current-time information-driven digital twin generation, and state monitoring and optimization based on digital twin. Finally, a global monitoring prototype system is designed and developed to verify the effectiveness of the proposed method..

AB - Aiming at the requirements of rapid response and production efficiency improvement in the assembly shop-floor, a threedimensional (3D) visual and global monitoring method for the assembly shop-floor based on the digital twin is proposed. The paper analyzes the monitoring objectives, objects, and methods of assembly shop-floor, and constructs a global monitoring framework of digital twin-based assembly shop-floor. Then, three key technologies of realizing global monitoring shop-floor are described: current-time data perception and collection, current-time information-driven digital twin generation, and state monitoring and optimization based on digital twin. Finally, a global monitoring prototype system is designed and developed to verify the effectiveness of the proposed method..

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KW - Assembly shop-floor

KW - Digital twin

KW - Global monitoring

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T3 - ACM International Conference Proceeding Series

BT - CSAE 2021 - Proceedings of the 5th International Conference on Computer Science and Application Engineering

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Zhang J, Zhuang C , Liu J, Yuan K, Zhang J, Liu J. Digital Twin-Based Three-Dimensional Visual and Global Monitoring of Assembly Shop-Floor. In Emrouznejad A, editor, CSAE 2021 - Proceedings of the 5th International Conference on Computer Science and Application Engineering. Association for Computing Machinery. 2021. 3487147. (ACM International Conference Proceeding Series). doi: 10.1145/3487075.3487147

Digital Twin-Based Three-Dimensional Visual and Global Monitoring of Assembly Shop-Floor

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