Dynamic Resource Task Negotiation to Enable Product Agent Exploration in Multi-Agent Manufacturing Systems

被引:25
|
作者
Kovalenko, Ilya [1 ]
Ryashentseva, Daria [2 ]
Vogel-Heuser, Birgit [2 ]
Tilbury, Dawn [1 ]
Barton, Kira [1 ]
机构
[1] Univ Michigan, Dept Mech Engn, Ann Arbor, MI 48109 USA
[2] Tech Univ Munich, Inst Automat & Informat Syst, D-85748 Garching, Germany
关键词
Agent based systems; intelligent and flexible manufacturing; autonomous agents; DESIGN;
D O I
10.1109/LRA.2019.2921947
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
Distributed multi-agent control has been proposed to improve the flexibility of manufacturing systems. Two important components of this control strategy are product agents, representing physical parts in the system, and resource agents, representing the system resources. Product agents request actions from resource agents to guide physical parts through the manufacturing system. Before requesting specific actions, a product agent must effectively communicate with the system's resource agents to understand the capabilities of the resources on the plant floor. In this letter, an approach to product agent exploration based on a network of resource agents is described and analyzed. In addition, results and insights from an implementation of the proposed exploration methodology in a manufacturing system are presented.
引用
收藏
页码:2854 / 2861
页数:8
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