Applications of agent-based systems in intelligent manufacturing: An updated review

被引:332
作者
Shen, Weiming
Hao, Qi
Yoon, Hyun Joong
Norrie, Douglas H.
机构
[1] Natl Res Council Canada, Integrated Mfg Technol Inst, London, ON N6G 4X8, Canada
[2] Univ Calgary, Dept Mech & Mfg Engn, Calgary, AB T2N 1N4, Canada
关键词
agents; multi-agent systems; intelligent manufacturing; distributed manufacturing systems;
D O I
10.1016/j.aei.2006.05.004
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Agent technology has been recognized as a promising paradigm for next generation manufacturing systems. Researchers have attempted to apply agent technology to manufacturing enterprise integration, enterprise collaboration (including supply chain management and virtual enterprises), manufacturing process planning and scheduling, shop floor control, and to holonic manufacturing as an implementation methodology. This paper provides an update review on the recent achievements in these areas, and discusses some key issues in implementing agent-based manufacturing systems such as agent encapsulation, agent organization, agent coordination and negotiation, system dynamics, learning, optimization, security and privacy, tools and standards. (c) 2006 Elsevier Ltd. All rights reserved.
引用
收藏
页码:415 / 431
页数:17
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