Multi-agent for manufacturing systems optimization

The paper is meant to be a dynamic approach to optimize manufacturing systems based on multi-agent systems. Multi-agent systems are semiautonomous decision makers and cooperate to optimize the manufacturing process. Increasing production the capacity is achieved by developing, implementing efficient...

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Bibliographic Details
Published inIOP conference series. Materials Science and Engineering Vol. 145; no. 2; pp. 22007 - 22012
Main Authors Ciortea, E M, Tulbure, A, Hu anu, C-tin
Format Journal Article
LanguageEnglish
Published Bristol IOP Publishing 01.08.2016
Subjects
Cooperation
Decision making
Dynamical systems
Flexible manufacturing systems
Intelligent manufacturing systems
Manufacturing
Multiagent systems
Optimization
Production methods
Programming
Simulation
Strategy
System effectiveness
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Summary:The paper is meant to be a dynamic approach to optimize manufacturing systems based on multi-agent systems. Multi-agent systems are semiautonomous decision makers and cooperate to optimize the manufacturing process. Increasing production the capacity is achieved by developing, implementing efficient and effective systems from control based on current manufacturing process. The model multi-agent proposed in this paper is based on communication between agents who, based on their mechanisms drive to autonomous decision making. Methods based on multi-agent programming are applied between flexible manufacturing processes and cooperation with agents. Based on multi-agent technology and architecture of intelligent manufacturing can lead to development of strategies for control and optimization of scheduled production resulting from the simulation.
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ISSN:1757-8981
1757-899X
DOI:10.1088/1757-899X/145/2/022007