Research on Intelligent Manufacturing System Based on Multi-Agent

被引:0
|
作者
Guo, Qinglin [1 ,2 ]
Zhang, Ming [2 ]
机构
[1] N China Elect Power Univ, Sch Comp Sci & Technol, Beijing 102206, Peoples R China
[2] Peking Univ, Dept Comp Sci & Technol, Beijing 100871, Peoples R China
基金
中国国家自然科学基金;
关键词
Multi-Agent; Petri net; Intelligent Manufacturing; scheduling optimization; model;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Agent and Multi-Agent system is one of the main research directions in distributed artificial intelligence. It has been considered that the Agent technology is an important method to build the model of distributed industrial system, the most natural way to design and implement the distributed Intelligent Manufacturing environment, and one of the significant technologies to construct the manufacturing system of next generation. The manufacturing system based on Agent is the specific application of the theory and method of multi-Agent system in manufacturing domain. On the basis of briefly summarizing the technology of Agent and Multi-Agent system, the architecture of Intelligent Manufacturing System based on Multi-Agent is put forward, among which, agent represents the basic processing entity. The scheduling optimization algorithm of Intelligent Manufacturing is provided, which is feasible proved by the result of stimulation experiment. Compared with the traditional artificial scheduling, it has distinct advantages. Finally, the model of communi cation and negotiation between Agents in the Intelligent Manufacturing System is Studied, which utilizes the features of Agent such as autonomy, social interaction, response capability, preliminary capability, etc so that Intelligent Manufacturing System Could make distributed decisions. The cooperation of system is completed by communication and negotiation. During the process of interaction, Agent is endowed with a role to meet the demand of flexibility of building models in the complicated process of Intelligent Manufacturing, as well as to construct an extended frame for reusable components.
引用
收藏
页码:829 / +
页数:2
相关论文
共 50 条
  • [31] A multi-agent system for-on-line fault recovery of intelligent manufacturing systems
    Ulieru, M
    Norrie, D
    18TH INTERNATIONAL CONFERENCE OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY - NAFIPS, 1999, : 849 - 853
  • [32] A multi-agent based framework for intelligent electrical graphic system
    Liu, Xiu-Ling
    Wang, Hong-Rui
    Chen, Chao-Ying
    PROCEEDINGS OF 2007 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2007, : 83 - +
  • [33] Intelligent Formation Control based on Directionality of Multi-Agent System
    Aizawa, Naohide
    Kubota, Naoyuki
    2009 IEEE WORKSHOP ON ROBOTIC INTELLIGENCE IN INFORMATIONALLY STRUCTURED SPACE, 2009, : 87 - +
  • [34] Design of a multi-agent based intelligent intrusion detection system
    Zhu, Xiaodong
    Huang, Zhiqiu
    Zhou, Hang
    2006 1ST INTERNATIONAL SYMPOSIUM ON PERVASIVE COMPUTING AND APPLICATIONS, PROCEEDINGS, 2006, : 290 - +
  • [35] Multi-agent based distributed control system for an intelligent robot
    Wen, JF
    Xing, HC
    Luo, X
    Yan, JP
    2004 IEEE INTERNATIONAL CONFERENCE ON SERVICES COMPUTING, PROCEEDINGS, 2004, : 633 - 637
  • [36] Intelligent personalised information retrieval system based on multi-agent
    Li, Yan
    Guo, Fuwen
    Wang, Xiufeng
    INTERNATIONAL JOURNAL OF MODELLING IDENTIFICATION AND CONTROL, 2011, 12 (1-2) : 113 - 118
  • [37] Multi-agent based distributed control system for intelligent robots
    Wen, Jufeng
    Luo, Xiang
    Yan, Jingping
    Zhou, Jiping
    Zhu, Xinglong
    Zhu, Xinglong
    Dongnan Daxue Xuebao (Ziran Kexue Ban)/Journal of Southeast University (Natural Science Edition), 2003, 33 (01): : 53 - 56
  • [38] A Framework of Multi-Agent Based Intelligent Production Logistics System
    Lu, Zhiyao
    Zhuang, Zilong
    Huang, Zizhao
    Qin, Wei
    11TH CIRP CONFERENCE ON INDUSTRIAL PRODUCT-SERVICE SYSTEMS, 2019, 83 : 557 - 562
  • [39] Intelligent Transport System based on RFID and Multi-agent approaches
    Dias, J. C. Q.
    Calado, J. M. F.
    Osorio, A. L.
    Morgado, L. F.
    PERVASIVE COLLABORATIVE NETWORKS, 2008, 283 : 533 - +
  • [40] Intelligent Security System Design Based on Multi-Agent Technology
    Wang, Bing
    Ju, Chunhua
    2008 ISECS INTERNATIONAL COLLOQUIUM ON COMPUTING, COMMUNICATION, CONTROL, AND MANAGEMENT, VOL 1, PROCEEDINGS, 2008, : 434 - 437