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http://dx.doi.org/10.7736/KSPE.2015.32.1.39

A Smart Machining System  

Park, Hong-Seok (School of Mechanical and Automotive Engineering, University of Ulsan)
Tran, Ngoc-Hien (Faculty of Mechanical Engineering, University of Transport and Communications, Hanoi)
Publication Information
Journal of the Korean Society for Precision Engineering / v.32, no.1, 2015 , pp. 39-47 More about this Journal
Abstract
Globalization, unpredictable markets, increased products customization and frequent changes in products, production technologies and machining systems have become a complexity in today's manufacturing environment. One key strategy for coping with the evolution of this situation is to develop or apply an enable technology such as intelligent manufacturing. Intelligent manufacturing system (IMS) is characterized by decentralized, distributed, networked compositions of heterogeneous and autonomous systems. The model of IMS is inherited from the organization of the living systems in biology and nature so that the manufacturing system has the advanced characteristics inspired from biology such as self-adaptation, self-diagnosis, and selfhealing. To prove this concept, an innovative system with applying the advanced information and communication technology such as internet of things, cognitive agent are proposed to integrate, organize and allocate the machining resources. Innovative system is essential for modern machining system to flexibly and quickly adapt to new challenges of manufacturing environment.
Keywords
Intelligent machining; Cognitive agent; Swarm intelligence; Connectivity Architecture; Cooperation process;
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Times Cited By KSCI : 6  (Citation Analysis)
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1 Wu, K.-H., Gastan, E., Rodman, M., Behrens, B.-A., Bach, F.-W., and Gatzen, H., "Development and Application of Magnetic Magnesium for Data Storage in Gentelligent Products," Journal of Magnetism and Magnetic Materials, Vol. 322, No. 9, pp. 1134-1136, 2010.   DOI
2 Wu, K. H., Traisigkhachol, O., and Gatzen, H., "A Concept for Magnetic Data Recording on Genetically Intelligent ("gentelligent") Components," physica status solidi (c), Vol. 5, No. 11, pp. 3547-3550, 2008.   DOI
3 Denkena, B., Henning, H., and Lorenzen, L.-E., "Genetics and Intelligence: New Approaches in Production Engineering," Prod. Eng. Res. Devel., Vol. 4, No. 1, pp. 65-73, 2010.   DOI
4 Kang, M. S., Hur, S. J., Park, I. H., and Park, Y. W., "Map Building Based on Sensor Fusion for Autonomous Vehicle," Transactions of KSAE, Vol. 22, No. 6, pp. 14-22, 2014.   과학기술학회마을   DOI
5 Kim, M. W., Moon, S. C., Joo, D. N., and Lee, S. G., "Matching GIS Lane Data with Vehicle Position Using Camera Image," Transactions of KSAE, Vol. 22, No. 7, pp. 40-47, 2014.   과학기술학회마을   DOI
6 Serrano, V. and Fischer, T., "Collaborative Innovation in Ubiquitous Systems," Journal of Intelligent Manufacturing, Vol. 18, No. 5, pp. 599-615, 2007.   DOI
7 Kim, D. H. and Song, J. Y., "Mobile and Remote Operation for M2M Application in Upcoming UManufacturing," Journal of Mechanical Science and Technology, Vol. 22, No. 1, pp. 12-24, 2008.   DOI
8 Kim, D. H. and Song, J. Y., "Ubiquitous- Based Mobile Control and Monitoring of CNC Machines for Development of U-Machine," Journal of Mechanical Science and Technology, Vol. 20, No. 4, pp. 455-466, 2006.   DOI
9 Gunther, O. P., Kletti, W., and Kubach, U., "RFID in Manufacturing," Springer, pp. 1-23, 2008.
10 Kim, D. H., Song, J. Y., Lee, S. H., and Cha, S. K., "Development and Evaluation of Zigbee Node Module for USN," Int. J. Precis. Eng. Manuf., Vol. 10, No. 5, pp. 53-57, 2009.   DOI
11 Meyer, G. G., Framling, K., and Holmstrom, J., "Intelligent Products: A survey," Computers in Industry, Vol. 60, No. 3, pp. 137-148, 2009.   DOI   ScienceOn
12 Denkena, B., Mohring, H.-C., and Litwinski, K. M., "Design of Dynamic Multi Sensor Systems," Prod. Eng. Res. Devel., Vol. 2, No. 3, pp. 327-331, 2008.   DOI
13 Schmidt, M., Wriggers, F. S., Fisser, F., and Nyhuis, P., "Gentelligent Parts: A Decentralized Information System for Enterprises," Research and Practical Issues of Enterprise Information Systems II, Springer, pp. 125-134, 2008.
14 Park, H. S. and Tran, N. H., "Development of a Smart Machining System using Self-optimizing Control," International Journal of Advanced Manufacturing Technology, Vol. 74, No. 9-12, pp. 1365-1380, 2014.   DOI
15 Park, H. S. and Tran, N. H., "Autonomy for Smart Manufacturing," J. Korean Soc. Precis. Eng., Vol. 31, No. 4, pp. 287-295, 2014.   과학기술학회마을   DOI
16 Zaeh, M. F., Beetz, M., Shea, K., Reinhart, G., Bender, K., et al., "The Cognitive Factory," in Changeable and reconfigurable manufacturing systems, EIMaraghy, H. A., (Ed.), Springer, pp. 355-371, 2009.
17 Park, H. S., "From Automation to Autonomy - A New Trend for Smart Manufacturing," DAAAM International Scientific Book, pp. 75-110, 2013.
18 Park, H. S. and Tran, N. H., "A Cognitive Agent based Manufacturing System for Adapting to Disturbances," International Journal of Control, Automation and Systems, Vol. 10, No. 4, pp. 806-816, 2012.   DOI
19 Garg, A., Gill, P., Rathi, P., Amardeep, and Garg, K., "An Insight into Swarm Intelligence," International Journal of Recent Trends in Engineering, Vol. 2, No. 8, pp. 42-44, 2009.