DocumentCode :
399263
Title :
Multi-agent fuzzy control of operation dispatching in flexible manufacturing environments
Author :
Maione, Guido ; Naso, David
Author_Institution :
Dipt. di Elettrotecnica ed Elettronica, Politecnico di Bari, Italy
Volume :
2
fYear :
2003
fDate :
16-19 Sept. 2003
Firstpage :
755
Abstract :
This paper describes a negotiation algorithm for task contracting in multi-agent manufacturing systems based on fuzzy techniques. In the proposed approach, operations on raw parts are executed on the workstation with a processing priority resulting from a negotiation between the agents controlling the machine and the parts flowing in the systems. Pricing and decision criteria encompass a set of variables taking into account different aspects of the available alternatives, as processing and setup times, workload in queues, buffer saturation or starvation. The proposed approach is compared with analogous strategies derived from literature on a simulation model of a hypothetical manufacturing system that was recently proposed as benchmark for multi-agent control systems.
Keywords :
decision making; flexible manufacturing systems; flow shop scheduling; fuzzy control; multi-agent systems; pricing; buffer saturation; dispatching operations; flexible manufacturing environments; machine control; multiagent fuzzy control; pricing; queues; starvation; task contracting; workstation; Dispatching; Flexible manufacturing systems; Fuzzy control; Fuzzy logic; Fuzzy systems; Humans; Job shop scheduling; Manufacturing systems; Pricing; Pulp manufacturing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Emerging Technologies and Factory Automation, 2003. Proceedings. ETFA '03. IEEE Conference
Print_ISBN :
0-7803-7937-3
Type :
conf
DOI :
10.1109/ETFA.2003.1248774
Filename :
1248774
Link To Document :
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