A Co-Evolutionary Contract Net-Based Framework for Distributed Manufacturing Execution Systems

Article Preview

Abstract:

A manufacturing execution system (MES) is the information system of a process which actively collects processes and analyses the materials, semi-finished goods, finished goods, machine time, cost etc. on the production site in real time and monitors work in progress (WIP). In this work we present a service recommender system for active services according to service requestors’ goal in manufacturing execution system -workflows. The system is modeled as a multi-agent environment where clients and service agents negotiate using a Co-evolutionary Contract-Net (CeCN).It will improve the MES performance and capability and operating costs significantly.

You might also be interested in these eBooks

Info:

Periodical:

Pages:

6-10

Citation:

Online since:

October 2010

Authors:

Export:

Price:

Permissions CCC:

Permissions PLS:

Сopyright:

© 2011 Trans Tech Publications Ltd. All Rights Reserved

Share:

Citation:

[1] C.Y. Huang: J Intell Manuf. Vol. 13 (2002), p.485.

Google Scholar

[2] J.M. Sim, P.C. Stadzisz and G. Morel: J Mater Process Tech Vol. 179 (2006), p.268.

Google Scholar

[3] S.W. Loke and A. Zaslavsky: E-Commerce Agents, Marketplace Solutions, Security Issues, and Supply and Demand Vol. 2033 (2001), p.283.

Google Scholar

[4] R.S. Gray: Proceedings of the 1996 Tcl/Tk Workshop (1996), p.9–23.

Google Scholar

[5] F.S. Hsieh: Automatica Vol. 42 (2006), p.733.

Google Scholar

[6] S. Paurobally, J. Cunningham and N.R. Jennings: Proceeding 2nd International Workshop on Logic and Communication in Multi-Agent Systems (2004).

Google Scholar

[7] R. Davis and R.G. Smith: Artif Intell Vol. 20 (1983), p.63.

Google Scholar

[8] J.S. Breese, D. Heckerman and C. Kadie: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence Vol. 461 (1998).

Google Scholar

[9] B. Sarwar, G. Karypis, J. Konstan and J. Reidl: Proceedings of the 10th international conference on World Wide Web (2001), p.285.

Google Scholar