Authors : Dongbeom Ko, Taeyoung Kim, Jeongjoon Kim and Jeongmin Park
Abstract: This study introduces sensor data collecting and processing system for autonomic control of manufacturing equipment based CPS (Cyber-Physical System). As emerging the ‘4th Industrial Revolution’ by increasing the necessity of the intelligent system recently, ‘Autonomic Control System’ also has been the important issue. It is necessary to develop the system collecting data of machines and sensors for the autonomic control system to monitor the target system. But it is difficult to collect data because data formats of machines and sensors of the existing factories differ between each manufacturer. Therefore, this study presents and implements data collecting and processing system that comprise 4 steps by using ‘MTConnect’ that is standard manufacturing facility data collecting middleware. Through this system, we can monitor the integrated data collected from machines and sensors of each different manufacturer. And using these data, it is possible for autonomic control system to learn machine learning for statistical analysis and better autonomic control.
Dongbeom Ko, Taeyoung Kim, Jeongjoon Kim and Jeongmin Park, 2018. A Research on Sensor Data Collecting and Processing System for Manufacturing Equipment Autonomic Control based Cyber Physical System. Journal of Engineering and Applied Sciences, 13: 643-649.