Abstract
In the era of mass customization and ever-changing market, it is important for enterprises to develop the dynamic and quick-response planning techniques in their flexible manufacturing systems (FMSs). This research paper presents an agent-based inference system, called Intelligent Decision Inference System (IDIS), to support existing FMS for production dispatching. When system integration is required between two separate operating systems, there are many issues to be taken into consideration, including system communication method, data flow design, and application program control. In the past, the most universal method was to integrate databases with two or more systems. However, this method had a main weakness of “data confusion and inconsistent”. Therefore, this research combines the agent, JESS, and related IT technologies to systematically integrate the IDIS with FMS. The agents can easy communicate and deliver the messages, data, or information among the different systems and automatically scan the signals of the programmable logic controller (PLC)/sensors periodically. The method applies web service techniques as a standard information exchange mechanism and the agent communication language (ACL) of the Foundation for Intelligent Physical Agents (FIPA) for multi-agents to communicate/coordinate with each other. The agents, implemented in Java Agent Development Framework (JADE), are designed to decide whether a pallet should be moved in the shop floor of the FMS. Finally, one explicit example about how the cooperative multi-agent supporting the IDIS and FMS integration is presented. The unique contribution of this research is in the integration of expert systems and an agent framework to apply in real-time shop floor control such as FMS.
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References
Kuo, C.L., Ku, C.C., Tsai, J.P., Hung, Benson C. W., Chang, W.C. and Chen, K.Y., 2006, Development of Rule Base Inference Oriented FMS Dispatcher Using the JESS Platform, 36th International Conference on Computers and Industrial Engineering, June 20–23, Taipei, ROC.
Chiang, A.T.A., Trappey, A.J.C., and Ku, C.C., 2004, Using knowledge-based intelligent reasoning to support dynamic collaborative design, Proceedings, APIEMS, December 12–15, Gold Coast, Queensland, Australia.
Yao, Y.-H., Trappey, A.J.C., Ku, C.C., Lin, Gilbert Y.P., Tsai, J.P., Ho, P.-S., and Hung, Benson, 2005, Develop an intelligent equipment maintenance system using cyber-enabled JESS technology, International Conference on Hands-on Intelligent Mechatronics and Automation, IEEE, July 10–12 2005, Taipei, Taiwan., pp. 927–932.
Chiang, A.T.A., Trappey, A.J.C., and Ku, C.C., 2005, Using knowledge-based intelligent reasoning to support dynamic collaborative design, International Journal of Advanced Manufacturing Technology (Submitted.)
Trappey, A. J. C., Trappey, C., Lin, Gilbert Y.P., Ho, P.-S., Ku, C.C., and Kuo, C.L., 2006, Design an Integrated Intelligent Equipment Maintenance and Production Dispatching System Using the JESS Platform, Proceedings, International Conference on WECAM 2006, July 11–14, Gold Coast, Australia.
Chen, Kai-Ying, Luo, Peter Y. F. and Tseng, Wei-Rung, 2006, Modular PAC Software Design Based on Color Petri Net, 2006 IIE Annual Conference and Exposition.
Yao YH, Trappey AJC, Ku CC, Lin GYP, Tsai JP, Ho PS & Hung Benson. (2005) Develop an intelligent equipment maintenance system using cyber-enabled JESS technology. Proceedings, International Conference on Hands-on Intelligent Mechatronics and Automation, IEEE, July 10–12 2005, Taipei, Taiwan., 927–932.
Jess. the Rule Engine for the Java Platform. (2006) Retrieved January 5, 2006, from http://www.jessrules.com/jess/docs/index.shtml
Ernest J. Friedman-Hill, Jess, The Rule Engine for the Java Platform, http://herzberg.ca.sandia.gov/jess/, 21 November 2003.
Ernest Friedman-Hill, “JESS IN ACTION—Rule-Based Systems in Java,” MANNING, 2003.
Reichgelt H. (1991) Knowledge representation, an AI perspective. Norwood, NJ: Ablex Publishing Corporation.
Stan Franklin and Art Graesser 1996, Is it an Agent, or just a Program? A Taxonomy for Autonomous Agents, Third International Workshop on Agent Theories, Architectures, and Languages, Springer.
Wooldridge, Michael and Nicholas R. Jennings (1995), Agent Theories, Architectures, and Languages: a Survey, in Wooldridge and Jennings Eds., Intelligent Agents, Berlin: Springer, 1–22
Chen, K. Y., 1997, Design of shop floor control systems, Journal of the Mechatronic Industry, 177, 151–160.
JADE. JADE Programming Guide, Documentation, (2006) http://jade.tilab.com/doc/index.html
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Kuo, C.L., Ku, C.C., Tsai, J.P. (2007). An Agent-based Inference System for FMS Dispatching. In: Hinduja, S., Fan, KC. (eds) Proceedings of the 35th International MATADOR Conference. Springer, London. https://doi.org/10.1007/978-1-84628-988-0_39
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DOI: https://doi.org/10.1007/978-1-84628-988-0_39
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