Title :
Coordination mechanisms for multi-agent manufacturing systems: applications to integrated manufacturing scheduling
Author :
Sikora, Riyaz ; Shaw, Michael J.
Author_Institution :
Dept. of Ind. & Manuf. Syst. Eng., Michigan Univ., Dearborn, MI, USA
fDate :
5/1/1997 12:00:00 AM
Abstract :
The advent of information technology (IT) has made today´s manufacturing systems increasingly distributed. Typically such a system consists of a complex array of computer-based decision units, controllers and databases. Rather than dealing with each component individually, it is necessary to have a new paradigm for management of manufacturing systems, so that all the components and their operations can be managed in an integrated fashion. The multi-agent framework presented in this paper is such a paradigm for achieving system integration. The authors specifically emphasize the coordination mechanisms needed for ensuring the orderly operations and concerted decision making among the components-i.e., agents-of the manufacturing systems. The application of the framework to a printed circuit board manufacturing system and the performance results are also described
Keywords :
centralised control; computer integrated manufacturing; decision support systems; industrial control; intelligent control; manufacturing data processing; production control; software agents; computer-based decision units; coordination mechanisms; information technology; integrated manufacturing scheduling; multi-agent manufacturing systems; orderly operations; performance results; printed circuit board manufacturing; system integration; Application software; Autonomous agents; Control systems; Manufacturing industries; Manufacturing systems; Object oriented modeling; Printed circuits; Production facilities; Protocols; Technology management;
Journal_Title :
Engineering Management, IEEE Transactions on