Title :
Multi-agent based reconfigurable manufacturing execution system
Author :
Yu, Min ; Zhang, Weimin ; Klemm, Peter
Author_Institution :
Tongji Univ., Shanghai
Abstract :
Fierce market competition forces enterprises and manufacturing systems to organize the manufacturing resources dynamically to react to perturbations of market quickly. As the bridge between shop floor level and control level, manufacturing execution system (MES) should be flexible, adaptable, reusable and extendable. To meet these requirements, a two-fold hybrid multi-agent control architecture, which takes advantages of distributed and decentralized control architecture, and the functions of each agent are introduced. In this paper reconfigurable MES (RMES) is realized by a synergy of two concepts: reconfigurable manufacturing cell and blackboard architecture. RMC possesses some characteristics and functions of RMC to enable manufacturing resources to be reconfigured dynamically. As the core agent of the RMES, configuration agent utilizes the blackboard architecture which has several attractive features such as explicit control, modularity, and structured interaction. To implement the framework, the reconfiguring process of RMES is established.
Keywords :
decentralised control; distributed control; flexible manufacturing systems; manufacturing resources planning; multi-agent systems; blackboard architecture; decentralized control architecture; distributed control architecture; enterprises; flexible manufacturing system; hybrid multiagent control architecture; manufacturing resources; manufacturing systems; market competition; reconfigurable manufacturing cell; reconfigurable manufacturing execution system; Control systems; Distributed computing; Enterprise resource planning; Financial management; Job shop scheduling; Manufacturing processes; Manufacturing systems; Materials requirements planning; Multiagent systems; Optimized production technology; Multi-agent system; blackboard architecture; reconfigurable manufacturing cell; reconfiguring process;
Conference_Titel :
Industrial Engineering and Engineering Management, 2007 IEEE International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-1529-8
Electronic_ISBN :
978-1-4244-1529-8
DOI :
10.1109/IEEM.2007.4419284