Multi-agent based system architecture for agile manufacturing system and its learning algorithm with CMAC (Cerebellar Model Articulation Controller)

2009 IEEE International Conference on Information and Automation, ICIA 2009

Volumn , Issue , 2009, Pages 1205-1210

  Zhao, Fuqing ^a   Yang, Yahong ^a  

^a LANZHOU UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

AGENT ARCHITECTURES; AGENT DATA; AGENT LEARNING; AGENT SYSTEMS; CEREBELLAR MODEL ARTICULATION CONTROLLER; COMMUNICATION INTERFACE; CUSTOMER NEED; DYNAMIC CHANGES; MANUFACTURING ENTERPRISE; MANUFACTURING SYSTEM; MAPPING ALGORITHMS; MULTI-AGENT; RESPONSIVE MANUFACTURING; SELF-LEARNING ABILITY; SENSORY INPUT; SIMULATION RESULT; SYSTEM ARCHITECTURES; WORLD MARKET;

CONFORMAL MAPPING; CONTROLLERS; DYNAMIC RESPONSE; INDUSTRIAL APPLICATIONS; INTERNATIONAL TRADE; LEARNING ALGORITHMS; LEARNING SYSTEMS; MULTI AGENT SYSTEMS; SIMULATORS;

AGILE MANUFACTURING SYSTEMS;

EID: 70449673137     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICINFA.2009.5205100     Document Type: Conference Paper

References (13)

1. Kotak Dilip, Wu Shaohong, Fleetwood Martin, etal, "Agent-based holonic design and operations environment for distributed manufacturing, " Computers in Industry, vol. 52, no. 2, pp. 95-108, October 2003.
2. Shrestha Rajesh, Takemoto Toshihiro, Ichinose Koji, etal., "A study on integration of process planning and scheduling system for holonic manufacturing with modification of process plans, " International Journal of Manufacturing Technology and Management, vol.14, no.3-4, pp.359-378, March 2008.
3. Young K.W., Piggin R., Rachitrangsan P., "An object-oriented approach to an agile manufacturing control system design, " International Journal of Advanced Manufacturing Technology, vol.17, no.11, pp.850-859, 2001.
4. Rao Y., Li P., Shao X., etal., "Agile manufacturing system control based on cell re-configuration, " International Journal of Production Research, vol.44, no.10, pp.1881-1905, May 2006.
5. Dong Jie, Yin Yi-Xin, Peng Kai-Xiang, "An industrial process coordinated control based on multi-agent technology System, " Engineering Theory and Practice, vol.28, no.10, pp.119-124, October 2008.
6. Wong T.N., Leung C.W., Tang H.P., "A multi-agent system framework for manufacturing planning and control, " in Proceedings of the World Congress on Intelligent Control and Automation (WCICA), Chongqing, 2008, pp.410-415.
7. Slanec. Konrad, " Distributed intelligence, " Auto Technology, vol 4, pp. 64-67, December 2004 .
8. Fang Zhongchun and Li Hairong, "Research of distributed intelligent database system and its coordinated mechanism, " in proc. of 2008 3rd IEEE Conference on Industrial Electronics and Applications, ICIEA 2008, Singapore, Singapore, 2008, pp. 2552-2555.
9. Yang A., Braunschweig B., Fraga E.S., "A multi-agent system to facilitate component-based process modeling and design, " Computers and Chemical Engineering, vol.32, no.10, pp.2290-2305, Oct 2008.
10. Xu Huan-Min and Li Dong-Bo, "A clustering-based modeling scheme of the manufacturing resources for process planning, " International Journal of Advanced Manufacturing Technology, vol.38, no.1-2, pp.154-162, July 2008.
11. Wang Y.H., Yin C.W., Zhang Y., "A multi-agent and distributed ruler based approach to production scheduling of agile manufacturing systems, " International Journal of Computer Integrated Manufacturing, vol.16, no.2, pp 81-92, March 2003.
12. Li Yong-Qiang, Xu Ke-Hu, Chen Jian-Feng, "Application of KQML agent language in communication mechanism of tank unit CGF, " Journal of System Simulation, vol.18, no.2, pp.359-361, February 2006.
13. Lin Cheng-Jian, Lee Jia-Hong, Lee Chi-Yung, "A novel hybrid learning algorithm for parametric fuzzy CMAC networks and its classification applications, " Expert Systems with Applications, vol.35, no.4, pp.1711-1720, November 2008.