Developing a decision support system (DSS) for a dental manufacturing production line based on data mining

Yu Jie Cheng, Ming Huang Chen, Fu Chi Cheng, Yu Chi Cheng, Yu-Sheng Lin, Cheng Jung Yang

研究成果: Article同行評審

3 引文 斯高帕斯(Scopus)

摘要

In this study, an Industry 4.0 framework-based decision support system (DSS) was developed using a combination of wireless network and RFID identification technology to manage a production line in a traditional dental manufacturing lab. The motivation was to prevent mistakes from manual recording, to remotely monitor the working hours of employees in manufacturing processes via internet, and to evaluate the rationality of the employee’s working hours. In the DSS, four network nodes were established to track four important manufacturing processes of digital dentistry. In each of these processes, the time spent by the dental technician was recorded by scanning their ID cards. All information was simultaneously uploaded to a databank in the cloud and analyzed by the computer software MATLAB. These programs evaluated the rationality of employees’ working hours in each of the monitored processes, which can help managers to follow up or improve the process efficiency.

原文English
文章編號17
頁(從 - 到)1-12
頁數12
期刊Applied System Innovation
1
發行號2
DOIs
出版狀態Published - 2018 6月

All Science Journal Classification (ASJC) codes

  • 控制與系統工程
  • 工業與製造工程
  • 應用數學
  • 人工智慧
  • 人機介面
  • 資訊系統

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