A Case Study of Intelligent Manufacturing Control Based on Multi-agents System to Deal with Batching and Sequencing on Rework Context

被引:2
|
作者
Zimmermann, Emmanuel [1 ,2 ]
El Haouzi, Hind Bril [1 ]
Thomas, Philippe [1 ]
Pannequin, Remi [1 ]
Noyel, Melanie [2 ]
Thomas, Andre [1 ]
机构
[1] Univ Lorraine, CRAN, UMR 7039, Campus Sci,BP 70239, F-54506 Vandoeuvre Les Nancy, France
[2] Acta Mobilier, Parc Activite Macherin Auxerre Nord, F-89270 Moneteau, France
关键词
Hybrid control system; Intelligent manufacturing control; Multi-agents platform; Viable system model;
D O I
10.1007/978-3-319-73751-5_6
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Nowadays complex control systems are rising, and especially hybrid control architectures which are developed to face manufacturing control challenges that occur with the last industrial revolution and the emerging of industry 4.0. This work presents an application, on a testing platform, of a scheduling algorithm with multi-criteria objectives developed for the Acta-Mobilier company facing high rework rate. This algorithm will inscribe itself in a hybrid control system based on smart entities. The main objective is to validate the contribution of the proposed algorithm in a disturbed environment. The platform, implemented with a multi-agent system, allows measuring the reliability of the proposed algorithm used for a complex system in the particular case of high rework rate.
引用
收藏
页码:63 / 75
页数:13
相关论文
共 42 条
  • [1] A marine faults tolerant control system based on intelligent multi-agents
    Tang, Tianhao
    Yao, Gang
    [J]. ICINCO 2008: PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION AND ROBOTICS, VOL ICSO: INTELLIGENT CONTROL SYSTEMS AND OPTIMIZATION, 2008, : 357 - 362
  • [2] Study on swarm intelligent control of water tank based on multi-agents
    Dong, HY
    Jia, SF
    [J]. ISTM/2005: 6th International Symposium on Test and Measurement, Vols 1-9, Conference Proceedings, 2005, : 1513 - 1515
  • [3] A model of social intelligent system based on multi-agents
    Wei, CH
    Wang, S
    [J]. WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL XVII, PROCEEDINGS: CYBERNETICS AND INFORMATICS: CONCEPTS AND APPLICATIONS (PT II), 2001, : 119 - 125
  • [4] STIG: A Generic Intelligent Tutoring System a Multi-agents Based Model
    Serrhini, Mohammed
    Dargham, Abdelmajid
    [J]. PROCEEDINGS OF THE MEDITERRANEAN CONFERENCE ON INFORMATION & COMMUNICATION TECHNOLOGIES 2015 (MEDCT 2015), VOL 2, 2016, 381 : 425 - 433
  • [5] Research on Multi-agents Information Retrieval System Based on Intelligent Evolution
    Xue, Bin
    Yan, Gui-ling
    [J]. PROCEEDINGS OF 2012 2ND INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT 2012), 2012, : 1042 - 1045
  • [6] Research on the intelligence control of the laser welding manufacturing system using multi-agents
    Gao, Shiyi
    Zhao, Mingyang
    Zhang, Lei
    Zou, Yuanyuan
    [J]. 2007 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, VOLS I-V, CONFERENCE PROCEEDINGS, 2007, : 1902 - +
  • [7] An urban traffic control system based on mobile multi-agents
    Li, Zhenjiang
    Wang, Fei-Yue
    Miao, Qinghai
    He, Feng
    [J]. PROCEEDINGS OF THE 2006 IEEE INTERNATIONAL CONFERENCE ON VEHICULAR ELECTRONICS AND SAFETY, 2006, : 103 - +
  • [8] Distributed Adaptive Control of Diffusion System based on Multi-agents
    Chen, Tiane
    Cui, Baotong
    Cheng, Zaihe
    [J]. 14TH INTERNATIONAL SYMPOSIUM ON DISTRIBUTED COMPUTING AND APPLICATIONS FOR BUSINESS, ENGINEERING AND SCIENCE (DCABES 2015), 2015, : 411 - 414
  • [9] Infrastructure for co-ordination of multi-agents in a network–based manufacturing system
    Felix T. S. Chan
    Rahul Swarnkar
    Manoj K. Tiwari
    [J]. The International Journal of Advanced Manufacturing Technology, 2007, 31 : 1028 - 1033
  • [10] Study on fault diagnosis for engineering system based on multi-agents
    Zhu, DQ
    Li, WZ
    [J]. DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2005, 1 : 47 - 51