Title :
iShopFloor: an Internet-enabled agent-based intelligent shop floor
Author :
Shen, Weiming ; Lang, Sherman Y T ; Wang, Lihui
Author_Institution :
Nat. Res. Council Canada´´s Integrated Manuf. Technol. Inst., London, Ont., Canada
Abstract :
Global competition is driving manufacturing companies to change the way they do business. New kinds of shop floor control systems need to be implemented for these companies to respond quickly to changing shop floor environments and customer demands. This paper presents a new concept called iShopFloor-an intelligent shop floor based on the Internet, web, and agent technologies. It focuses on the implementation of distributed intelligence in the manufacturing shop floor. The proposed approach provides the framework for components of a complex control system to work together as a whole rather than as a disjoint set. It encompasses both information architecture and integration methodologies. The paper introduces the basic concept of iShopFloor, a generic system architecture, and system components. It also describes the implementation of eXtensible Markup Language message services in iShopFloor and the application of intelligent agents to distributed manufacturing scheduling. A prototype environment is presented, and some implementation issues are discussed.
Keywords :
Internet; XML; intelligent manufacturing systems; job shop scheduling; multi-agent systems; Internet-based manufacturing; distributed manufacturing scheduling; extensible Markup Language; iShopFloor system; intelligent agents; message services; multiagent systems; shop floor control systems; Automatic control; Companies; Control systems; Intelligent agent; Internet; Job shop scheduling; Manufacturing processes; Message service; Process control; XML; Agents; Internet-based manufacturing; eXtensible Markup Language (XML); intelligent manufacturing; manufacturing scheduling; multiagent systems;
Journal_Title :
Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on
DOI :
10.1109/TSMCC.2004.843224