A Framework for Service-Oriented Digital Twin Systems for Discrete Workshops and Its Practical Case Study
To address issues in discrete manufacturing workshops, such as the difficulty for management personnel to coordinate workshop production and the challenge of visualizing and supervising a massive amount of temporary data, this paper proposes a service-oriented digital-twin-system framework for discr...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2023-03-01
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| Series: | Systems |
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| Online Access: | https://www.mdpi.com/2079-8954/11/3/156 |
| _version_ | 1797608882205360128 |
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| author | Qinglei Zhang Yang Wei Zhen Liu Jianguo Duan Jiyun Qin |
| author_facet | Qinglei Zhang Yang Wei Zhen Liu Jianguo Duan Jiyun Qin |
| author_sort | Qinglei Zhang |
| collection | DOAJ |
| description | To address issues in discrete manufacturing workshops, such as the difficulty for management personnel to coordinate workshop production and the challenge of visualizing and supervising a massive amount of temporary data, this paper proposes a service-oriented digital-twin-system framework for discrete workshops using the industrial IoT platform as the system-service platform to solve the problems of the opaque monitoring of operators in discrete workshops, the low interactivity of 2D monitoring systems, and the difficulty of the visual monitoring of workshop data. Firstly, the current situation of intelligent manufacturing workshop-monitoring demand in the context of new-generation information technology is analyzed, and a six-dimensional digital-twin-workshop-monitoring architecture is proposed, whereby a discrete workshop monitoring system based on the digital twin is constructed with IoT as the service platform. We will conduct research on the construction of virtual workshops for the system development process, twin data collection based on edge computing gateways, and dynamic monitoring of the production process. Finally, through the application of this system framework in a movable-arm-production workshop, the more intelligent human–machine interaction process of browsing and controlling workshop information, such as the equipment layout and production processes in the virtual workshop, has been realized. This includes data acquisition based on edge-computing gateways, dynamic real-time monitoring of the production process, etc., which provides a reference for realizing the visual monitoring of the discrete workshop. |
| first_indexed | 2024-03-11T05:49:46Z |
| format | Article |
| id | doaj.art-f21b55f425fa4966ac404a9b5957b15a |
| institution | Directory Open Access Journal |
| issn | 2079-8954 |
| language | English |
| last_indexed | 2024-03-11T05:49:46Z |
| publishDate | 2023-03-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Systems |
| spelling | doaj.art-f21b55f425fa4966ac404a9b5957b15a2023-11-17T14:11:30ZengMDPI AGSystems2079-89542023-03-0111315610.3390/systems11030156A Framework for Service-Oriented Digital Twin Systems for Discrete Workshops and Its Practical Case StudyQinglei Zhang0Yang Wei1Zhen Liu2Jianguo Duan3Jiyun Qin4China Institute of FTZ Supply Chain, Shanghai Maritime University, Shanghai 201306, ChinaLogistics Engineering College, Shanghai Maritime University, Shanghai 201306, ChinaChina Institute of FTZ Supply Chain, Shanghai Maritime University, Shanghai 201306, ChinaChina Institute of FTZ Supply Chain, Shanghai Maritime University, Shanghai 201306, ChinaChina Institute of FTZ Supply Chain, Shanghai Maritime University, Shanghai 201306, ChinaTo address issues in discrete manufacturing workshops, such as the difficulty for management personnel to coordinate workshop production and the challenge of visualizing and supervising a massive amount of temporary data, this paper proposes a service-oriented digital-twin-system framework for discrete workshops using the industrial IoT platform as the system-service platform to solve the problems of the opaque monitoring of operators in discrete workshops, the low interactivity of 2D monitoring systems, and the difficulty of the visual monitoring of workshop data. Firstly, the current situation of intelligent manufacturing workshop-monitoring demand in the context of new-generation information technology is analyzed, and a six-dimensional digital-twin-workshop-monitoring architecture is proposed, whereby a discrete workshop monitoring system based on the digital twin is constructed with IoT as the service platform. We will conduct research on the construction of virtual workshops for the system development process, twin data collection based on edge computing gateways, and dynamic monitoring of the production process. Finally, through the application of this system framework in a movable-arm-production workshop, the more intelligent human–machine interaction process of browsing and controlling workshop information, such as the equipment layout and production processes in the virtual workshop, has been realized. This includes data acquisition based on edge-computing gateways, dynamic real-time monitoring of the production process, etc., which provides a reference for realizing the visual monitoring of the discrete workshop.https://www.mdpi.com/2079-8954/11/3/156digital twinindustrial IoThuman–computer interactiontwin datavisual monitoring |
| spellingShingle | Qinglei Zhang Yang Wei Zhen Liu Jianguo Duan Jiyun Qin A Framework for Service-Oriented Digital Twin Systems for Discrete Workshops and Its Practical Case Study Systems digital twin industrial IoT human–computer interaction twin data visual monitoring |
| title | A Framework for Service-Oriented Digital Twin Systems for Discrete Workshops and Its Practical Case Study |
| title_full | A Framework for Service-Oriented Digital Twin Systems for Discrete Workshops and Its Practical Case Study |
| title_fullStr | A Framework for Service-Oriented Digital Twin Systems for Discrete Workshops and Its Practical Case Study |
| title_full_unstemmed | A Framework for Service-Oriented Digital Twin Systems for Discrete Workshops and Its Practical Case Study |
| title_short | A Framework for Service-Oriented Digital Twin Systems for Discrete Workshops and Its Practical Case Study |
| title_sort | framework for service oriented digital twin systems for discrete workshops and its practical case study |
| topic | digital twin industrial IoT human–computer interaction twin data visual monitoring |
| url | https://www.mdpi.com/2079-8954/11/3/156 |
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