Multi-agent for manufacturing systems optimization

4th ModTech International Conference - Modern Technologies in Industrial Engineering

Ciortea, E.M.^1 ; Tulbure, A.^1 ; Huanu, C-Tin^1

Department of Science and Engineering, University 1 Decembrie 1918 of Alba Iulia, Romania^1

关键词: Communication between agents;    Control and optimization;    Flexible manufacturing;    Increasing production;    Intelligent Manufacturing;    Manufacturing process;    Multi-agent programming;    Multi-agent technologies;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/145/2/022007/pdf
DOI  :  10.1088/1757-899X/145/2/022007

来源: IOP

【 摘 要 】

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.