多智能体制造系统优化

E. M. Ciortea, A. Tulbure, C. Huţanu
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引用次数: 3

摘要

本文旨在研究一种基于多智能体系统的制造系统动态优化方法。多智能体系统是半自主的决策者,它们相互协作以优化制造过程。提高生产能力是通过开发和实施基于当前制造过程的高效和有效的控制系统来实现的。本文提出的多智能体模型基于智能体之间的通信,智能体根据其机制驱动自主决策。将基于多智能体规划的方法应用于柔性制造过程及其与智能体的协作。基于多智能体技术和智能制造体系结构,可以根据仿真结果制定控制和优化计划生产的策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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 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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