TY  - JOUR
T1  - A Research on Sensor Data Collecting and Processing System for Manufacturing
Equipment Autonomic Control based Cyber Physical System
AU - Park, Jeongmin AU - Ko, Dongbeom AU - Kim, Taeyoung AU - Kim, Jeongjoon 
JO  - Journal of Engineering and Applied Sciences
VL  - 13
IS  - 3
SP  - 643
EP  - 649
PY  - 2018
DA  - 2001/08/19
SN  - 1816-949x
DO  - jeasci.2018.643.649
UR  - https://makhillpublications.co/view-article.php?doi=jeasci.2018.643.649
KW  - MTConnect
KW  -data process
KW  -agent
KW  -manufacturing facility
KW  -autonomic computing
KW  -system
AB  - 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.
ER  -