• DocumentCode
    1350228
  • Title

    Distributed intelligent control for a mine refrigeration system

  • Author

    MacLeod, I.M. ; Stothert, A.

  • Author_Institution
    Dept. of Electr. Eng., Univ. of the Witwatersrand, Johannesburg, South Africa
  • Volume
    18
  • Issue
    2
  • fYear
    1998
  • fDate
    4/1/1998 12:00:00 AM
  • Firstpage
    31
  • Lastpage
    38
  • Abstract
    One way to construct intelligent controllers is to use an agent-centered approach in which the agents themselves determine the global structure of the controller and the inter-agent cooperation methods. To assess this approach, the design and testing of a distributed intelligent controller for a laboratory-scale mine refrigeration plant is discussed. Underlying theoretical concepts are briefly reviewed, and experimental results are presented. Important findings are that the approach supports the use of multiple knowledge representations, the use of partial results, and dynamic structuring of the distributed controller. The results presented indicate that development for practical, supervisory-level control applications is worthy of further investigation
  • Keywords
    SCADA systems; cooperative systems; distributed control; intelligent control; knowledge representation; mining; planning (artificial intelligence); refrigeration; temperature control; agent-centered approach; distributed intelligent control; dynamic structuring; inter-agent cooperation methods; mine refrigeration system; multiple knowledge representations; supervisory-level control; Artificial intelligence; Control systems; Distributed control; Intelligent control; Knowledge representation; Laboratories; Message passing; Multiagent systems; Refrigeration; Testing;
  • fLanguage
    English
  • Journal_Title
    Control Systems, IEEE
  • Publisher
    ieee
  • ISSN
    1066-033X
  • Type

    jour

  • DOI
    10.1109/37.664653
  • Filename
    664653