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http://dx.doi.org/10.9728/dcs.2017.18.6.1175

Development of Distributed Smart Data Monitoring System for Heterogeneous Manufacturing Machines Operation  

Lee, Young-woon (Dept. of Computer Science and Engineering, Sunmoon University)
Choi, Young-ju (Dept. of IT Engineering, Sookmyung Women's University)
Lee, Jong-Hyeok (Big Data Utilization Center, Sookmyung Women's University)
Kim, Byung-Gyu (Dept. of IT Engineering, Sookmyung Women's University)
Lee, Seung-Woo (Dept. of Ultra-Precision Machines and Systems, Korea Institute of Machinery & Materials)
Park, Jong-Kweon (Dept. of Ultra-Precision Machines and Systems, Korea Institute of Machinery & Materials)
Publication Information
Journal of Digital Contents Society / v.18, no.6, 2017 , pp. 1175-1182 More about this Journal
Abstract
Recent trend in the manufacturing industry is focused on the convergence with IoT and Big Data, by emergence of the 4th Industrial Revolution. To realize a smart factory, the proposed system based on MTConnect technology collects and integrates various status information of machines from many production facilities including heterogeneous devices. Also it can distribute the acquisited status of heterogeneous manufacturing machines to the remote devices. As a key technology of a flexible automated production line, the proposed system can provide much possibility to manage important information such as error detection and processing state management in the unmanned automation line.
Keywords
Flexible automation; ICT-based system; Process monitoring; Smart machine tool; Distributed processing;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
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1 J. A. Lee and Y. H. Kim, Industrie 4.0 and Manufacturing Creative Economy Strategy, National Information Society Agency(NIA), Report of IT & Future Strategy, 2014.
2 Tomas Kellner, GE's Brilliant Advanced Manufacturing Plant In Pune, General Electric, India, GE Reports, 2015.
3 J. H. Kwon, The changes and implications for labor market by Industry 4.0, IBK Economics Research Institute, 2016.
4 Y. Ro, Strategy Trends in Principal Countries toward the 4th Industrial Revolution, Electronics and Telecommunications Trends, 2017.
5 J. G. Lee, State assessment and implications for Manufacturing innovation policy, Hyundai Research Institute, VIP report, 2014.
6 J. H. Kwon, Status and Implications of Smart Factory in Germany, IBK Economics Research Institute, 2016.
7 Trend research of ICT based industry by Office for Korea Statistics [Internet]. Available: http://kostat.go.kr/portal/korea/kor_ki/1/1/index.action?bmode=read&cd=S006002
8 J. S. Moon, S. H. Nam, S. H. Park, J. K. Lee, "Technical trends of Manufacturing Management System in the Machine Tools Line," in Proceeding of Korean Society of Precision Engineering, Daejeon, pp. 921-922, 2008.
9 S. W. Yang, K. J. Kim, N. S. Nam, M. S. Jeong, J. H. Shin, J. P. Park, K. E. Kwon and S. W. Lee, "A MTConnect based Monitoring Framework for Flexible Machine Cell," in Proceeding of Korean Society Of Precision Engineering, Changwon, pp. 47-48, 2011.
10 J. Y. Baek, S. H. Nam, B. H. Kim, H. J. Jeong, J. H. Shin, "MTConnect based Realtime Information Integration Framework for Flexible Manufacturing," in Proceeding of Korean Society Of Precision Engineering, Jeju, pp. 383-384, 2012.
11 William Sobel, MTConnect(R) Standard: Part1 - Overview and Protocol, MTConnect Institute, Version 1.2.0, 2012.
12 S. H. Nam, J. Y. Baek, J. S. Yoon, D. H. Lee, K. E. Kwon, S. W. Lee, "Realtime Manufacturing Data Management Framework for Dynamic Shop Operation in Heterogeneous Machine and Cell Shop Configuration," in Proceeding of Korean Society Of Precision Engineering, Jeju, pp. 1469-1470, 2013.
13 Pei Leia, Lianyu Zhenga, Chao Li, and Xichun Li, "MTConnect enabled interoperable monitoring system for finish machining assembly interfaces of large-scale components," Procedia CIRP, Vol. 56, pp. 378-383, 2016.   DOI
14 OPC Task Force Team, "OPC Overview," Version1, OPC Foundation, Industry Standard Specification, 1998.
15 Zheng, L., Nakagawa, H., "OPC (OLE for Process Control) Specification and its Developments," in Proceeding of the 41st SICE Annual Conference, 2002.
16 A. Dugenske, "MTConnect .NET Software Development Kit," Factory Information Systems Center, USA, March 2011.
17 John Turner, MTConnect(R) Standard: Part2 - Device Information Model, MTConnect Institute, Version 1.3.1, 2015.
18 William Sobel, MTConnect(R) Standard: Part3 - Streams, Events, Samples, and Conditions, MTConnect Institute, Version 1.3.0, 2014.
19 William Sobel, MTConnect(R) Standard: Part4 - Assets, MTConnect Institute, Version 1.3.0, 2014.
20 Ha-Yoon Jung, Da-Mi Jeong, Jong-Hyeok Lee, Byung-Gyu Kim, "Development of Smart Mirror System for Hearing Deaf's Pronunciation Training," Journal of Digital Contents Society, Vol. 18, No. 2, pp. 267-274, Apr. 2017.   DOI
21 Minseok Oh, "A Comprehensive Study on Fault Management Approaches in Communication Networks," Journal of KIIT, Vol. 10, No. 1, pp. 146-155, Jan. 2012.