DocumentCode :
2374206
Title :
An agent-based dynamic scheduling approach for flexible manufacturing systems
Author :
Li Nie ; Yuewei Bai ; Xiaogang Wang ; Kai Liu ; Chilan Cai
Author_Institution :
Sch. of Mech. & Electron. Eng., Shanghai Second Polytech. Univ., Shanghai, China
fYear :
2012
fDate :
23-25 May 2012
Firstpage :
59
Lastpage :
63
Abstract :
The paper presents a dynamic scheduling approach for flexible manufacturing systems (FMS). The scheduling approach is implemented based on the negotiation and collaboration between agents in a multi-agent system (MAS) which represents the FMS. Through the collaboration between the agents in the MAS, the system exhibits the behavior that response to the disruption caused by dynamic events arise randomly in FMS such as jobs arrive over time and machines breakdown in real time and globally. The scheduling and controlling process is done on-line, without interrupting the system´s operation and without user intervention. An experiment is conducted to evaluate the efficiency of the scheduling strategies exhibited by the proposed agent-based scheduling approach. The results demonstrate the superiority of the suggested scheduling approach as well as its capacity to cope with a fast changing environment.
Keywords :
dynamic scheduling; flexible manufacturing systems; multi-agent systems; FMS; MAS; agent-based dynamic scheduling approach; agent-based scheduling approach; agents collaboration; controlling process; dynamic events; fast changing environment; flexible manufacturing systems; machines breakdown; multiagent system; user intervention; Artificial intelligence; Awards activities; Proposals; Radio access networks; Robustness; Waste materials; Welding; dynamic scheduling; flexible manufacturing system; jobs arrive over time; machines breakdown; multi-agent system;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Supported Cooperative Work in Design (CSCWD), 2012 IEEE 16th International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4673-1211-0
Type :
conf
DOI :
10.1109/CSCWD.2012.6221798
Filename :
6221798
Link To Document :
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