ManufAg: A multi-agent-system framework for production control of complex manufacturing systems

被引:0
|
作者
Mönch L. [1 ]
Stehli M. [1 ]
机构
[1] Institute of Information Systems, Technical University of Ilmenau, 98684 Ilmenau
关键词
Agent-based analysis and design; Complex manufacturing systems; Frameworks; Production control; Software development;
D O I
10.1007/s10257-005-0030-5
中图分类号
学科分类号
摘要
In this paper, we present a framework for the implementation of multi-agent-systems for production control of complex manufacturing systems. We present the results of a requirement analysis for production control systems for complex manufacturing systems; then we describe the framework design criteria. Our framework supports the inclusion of distributed hierarchical decision-making schemes into the production control. Furthermore, in order to increase the coordination abilities of multi-agent-systems, we follow the decision-making and staff agent architecture suggested in the PROSA reference architecture. We indicate the usage of the framework for designing and implementing an agent-based production control system for semiconductor manufacturing processes in a case study. © Springer-Verlag 2005.
引用
收藏
页码:159 / 185
页数:26
相关论文
共 50 条
  • [1] Research on Manufacturing ProcessControl Based on Multi-Agent-System
    Li, Dongwang
    Jiang, Xuesong
    Wei, Xiumei
    [J]. PROCEEDINGS OF 2018 IEEE 4TH INFORMATION TECHNOLOGY AND MECHATRONICS ENGINEERING CONFERENCE (ITOEC 2018), 2018, : 1306 - 1309
  • [2] Combining multi-agent-system methodologies for organic computing systems
    Kasinger, H
    Bauer, B
    [J]. SIXTEENTH INTERNATIONAL WORKSHOP ON DATABASE AND EXPERT SYSTEMS APPLICATIONS, PROCEEDINGS, 2005, : 160 - 164
  • [3] A multi-agent system framework for manufacturing planning and control
    Wong, T. N.
    Leung, C. W.
    Tang, H. P.
    [J]. 2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 410 - +
  • [4] The FABMAS multi-agent-system prototype for production control of water fabs:: design, implementation and performance assessment
    Moench, L.
    Stehli, M.
    Zimmermann, J.
    Habenicht, I.
    [J]. PRODUCTION PLANNING & CONTROL, 2006, 17 (07) : 701 - 716
  • [5] Multi-Agent-System for General Strategic Interaction
    Tagiew, Rustam
    [J]. AGENT AND MULTI-AGENT SYSTEMS: TECHNOLOGIES AND APPLICATIONS, PROCEEDINGS, 2009, 5559 : 649 - 658
  • [6] A Market-Based Multi-Agent-System for Decentralized Power and Grid Control
    Linnenberg, Tobias
    Wior, Ireneus
    Schreiber, Sebastian
    Fay, Alexander
    [J]. 2011 IEEE 16TH CONFERENCE ON EMERGING TECHNOLOGIES AND FACTORY AUTOMATION (ETFA), 2011,
  • [7] A reinforcement learning based neural multi-agent-system for control of a combustion process
    Stephan, V
    Debes, K
    Gross, HM
    Wintrich, F
    Wintrich, H
    [J]. IJCNN 2000: PROCEEDINGS OF THE IEEE-INNS-ENNS INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOL VI, 2000, : 217 - 222
  • [8] Integrated manufacturing systems control using a multi-agent system
    Lim, MK
    Zhang, Z
    [J]. PROCEEDINGS OF THE 33RD INTERNATIONAL MATADOR CONFERENCE, 2000, : 9 - 14
  • [9] A Multi-Agent Framework for Virtual Production System considering Global Manufacturing Paradigm
    Rezaei, Mohammad Reza
    Darzi, Mohammad Rasoul Khalilpour
    Valilai, Omid Fatahi
    [J]. PROCEEDINGS OF 2019 15TH IRAN INTERNATIONAL INDUSTRIAL ENGINEERING CONFERENCE (IIIEC), 2019, : 253 - 259
  • [10] Coupling the farming system modelling tool 'Olympe' with the Multi-Agent-System software system 'Cormas' to understand the use of resources in complex agricultural systems
    Bonté, B
    Penot, E
    Tourrand, JF
    [J]. Simulation in Wider Europe, 2005, : 544 - 551