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
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