Implementing a multi-agent systems approach to collaborative autonomous manufacturing operations

被引:0
|
作者
Jarvis, D [1 ]
Jarvis, J [1 ]
McFarlane, D [1 ]
Lucas, A [1 ]
Ronnquist, R [1 ]
机构
[1] CSIRO, Woodville, SA 5011, Australia
关键词
D O I
暂无
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
Remote space operations is a very demanding domain for software systems, requiring the characteristics of high availability, robustness, autonomy, real-time or near real-time response times, ease of reprogramming, and low computational footprint. A further desirable characteristic is the ability for remote systems or vehicles to collaborate to achieve tasks such as exploration or remote processing or sensing. Intelligent agent technology has advanced to the point where it is now finding application in robotic manufacturing, such as the application described in this paper. The authors believe that many of the lessons being learned in the collaborative manufacturing domain have relevance to space operations. This paper describes a novel agent-based execution architecture. Integral to this architecture is the separation of part processing concerns from manufacturing concerns. Thus we have part agents which are able to issue and track resource-independent part-processing requests. An interface agent then transforms a resource-independent request into one or more resource-dependent requests and dispatches them to the appropriate manufacturing agents. Execution of the dispatched requests then proceeds autonomously, taking into account safety constraints. We also describe an implementation of this architecture for a robotic assembly cell located at the University of Cambridge using JACK Intelligent Agents (TM). The paper concludes with the lessons learned from this experiment, and highlights those of relevance to the domain of space operations.
引用
收藏
页码:2803 / 2811
页数:9
相关论文
共 50 条
  • [1] Implementing a multi-agent systems approach to collaborative autonomous manufacturing operations
    Jarvis, D.
    Jarvis, J.
    McFarlane, D.
    Lucas, A.
    Rönnquist, R.
    [J]. IEEE Aerospace Conference Proceedings, 2001, 6 : 62803 - 62811
  • [2] A multi-agent systems approach to collaborative autonomous manufacturing operations
    Jarvis, D
    Jarvis, J
    Lucas, A
    Rönnquist, R
    McFarlane, D
    [J]. 2001 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-5: E-SYSTEMS AND E-MAN FOR CYBERNETICS IN CYBERSPACE, 2002, : 152 - 157
  • [3] Multi-agent Systems for Production Management in Collaborative Manufacturing
    Taurino, Teresa
    Villa, Agostino
    [J]. COLLABORATION IN A DATA-RICH WORLD, 2017, 506 : 175 - 182
  • [4] On implementing autonomous supply chains: A multi-agent system approach
    Xu, Liming
    Mak, Stephen
    Minaricova, Maria
    Brintrup, Alexandra
    [J]. Computers in Industry, 2024, 161
  • [5] A Multi-Agent Approach to the Simulation of Robotized Manufacturing Systems
    Foit, K.
    Gwiazda, A.
    Banas, W.
    [J]. MODTECH INTERNATIONAL CONFERENCE - MODERN TECHNOLOGIES IN INDUSTRIAL ENGINEERING IV, PTS 1-7, 2016, 145
  • [7] An approach for autonomy: A collaborative communication framework for multi-agent systems
    Dufrene, Warren R., Jr.
    [J]. INNOVATIVE CONCEPTS FOR AUTONOMIC AND AGENT-BASED SYSTEMS, 2006, 3825 : 147 - 159
  • [8] A multi-agent scheduling approach for the flexible manufacturing production systems
    Archimède, B
    Coudert, T
    [J]. DISTRIBUTED COMPUTER CONTROL SYSTEMS 1998, 1999, : 143 - 148
  • [9] Multi-agent for manufacturing systems optimization
    Ciortea, E. M.
    Tulbure, A.
    Hutanu, C-tin
    [J]. MODTECH INTERNATIONAL CONFERENCE - MODERN TECHNOLOGIES IN INDUSTRIAL ENGINEERING IV, PTS 1-7, 2016, 145
  • [10] The interaction-oriented approach for modeling and implementing multi-agent systems
    Sayouti, A.
    Moutaouakkil, F.
    Medromi, H.
    [J]. International Review on Computers and Software, 2010, 5 (02) : 219 - 224