Proceedings of the 2023 4th International Conference on Management Science and Engineering Management (ICMSEM 2023)

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Digital Twin-Based Production Workshop Efficiency Optimization

Authors
Weiyuan Wu1, *
1Tianjin University of Technology, Tianjin, China
*Corresponding author. Email: wu_wei_yuan@126.com
Corresponding Author
Weiyuan Wu
Available Online 9 October 2023.
DOI
10.2991/978-94-6463-256-9_126How to use a DOI?
Keywords
Digital twin; OEE; Production workshop; Support vector regression
Abstract

As the main battlefield of the new generation of intelligent manufacturing, it is crucial to explore potential problems and optimize production efficiency of the production workshop. In this paper, we propose a dynamic and iterative method to optimize the efficiency of the production workshop by taking the Overall Efficiency of Equipment (OEE) as evaluation index. Firstly, we summarize the six major time losses affecting OEE into equipment abnormal state and human loss, which can be monitored and recorded in real time. Then, we construct an optimization platform that can update OEE in real time based on digital twin. Finally, taking monitoring the start-up operating temperature of an equipment as an example, the operation process and method library update of the platform are explained, and the iterative improvement of equipment production efficiency is realized. This study has reference significance for promoting the intelligent upgrading of the production workshop.

Copyright
© 2024 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 2023 4th International Conference on Management Science and Engineering Management (ICMSEM 2023)
Series
Advances in Economics, Business and Management Research
Publication Date
9 October 2023
ISBN
978-94-6463-256-9
ISSN
2352-5428
DOI
10.2991/978-94-6463-256-9_126How to use a DOI?
Copyright
© 2024 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Weiyuan Wu
PY  - 2023
DA  - 2023/10/09
TI  - Digital Twin-Based Production Workshop Efficiency Optimization
BT  - Proceedings of the 2023 4th International Conference on Management Science and Engineering Management (ICMSEM 2023)
PB  - Atlantis Press
SP  - 1236
EP  - 1244
SN  - 2352-5428
UR  - https://doi.org/10.2991/978-94-6463-256-9_126
DO  - 10.2991/978-94-6463-256-9_126
ID  - Wu2023
ER  -