Optimization and scheduling of intelligent manufacturing workshop based on digital twin technology
With the development of manufacturing towards intelligence, the application of digital twin technology in intelligent manufacturing workshops is becoming increasingly important. This article delves into the optimization scheduling problem of intelligent manufacturing workshops based on digital twin technology. Firstly, the relevant concepts of digital twin technology and the construction elements of digital twin models in intelligent manufacturing workshops were elaborated. Next, this article designs and implements a digital twin workshop scheduling intelligent management system, including the concept and construction process of digital twin workshops, workshop scheduling algorithm modules, and visual display and interactive design in the intelligent management system. The effectiveness of the system was verified through testing with actual workshop data, and the results showed that the system can significantly improve workshop scheduling efficiency, reduce production costs, and increase equipment utilization. Through simulation verification of actual production cases, it has been proven that the application of digital twin technology in workshop scheduling can effectively improve production efficiency, reduce costs, and provide strong decision support for the production and operation of intelligent manufacturing workshops.
Authors
- Y.X. Yao
- Jie Hu (ORCID: https://orcid.org/0000-0002-7598-5153)
- Fenxia Liu
Institutions
- Yulin Normal University (CN)
- Guangxi Normal University (CN)
- Jiangxi Science and Technology Normal University (CN)
Publication Details
- Journal
- Procedia Computer Science
- Published
- 2025-01-01
- DOI
- https://doi.org/10.1016/j.procs.2025.05.160
- Primary Topic
- Digital Transformation in Industry
- Type
- article
- Field-Weighted Citation Impact
- 0.00