• DocumentCode
    2986082
  • Title

    Decentralized Real-Time Control of Water Distribution Networks Using Self-Organizing Multi-agent Systems

  • Author

    Dötsch, Florian ; Denzinger, Jörg ; Kasinger, Holger ; Bauer, Bernhard

  • Author_Institution
    Dept. of Comput. Sci., Univ. of Augsburg, Augsburg, Germany
  • fYear
    2010
  • fDate
    Sept. 27 2010-Oct. 1 2010
  • Firstpage
    223
  • Lastpage
    232
  • Abstract
    In this paper we present a self-organizing emergent multi-agent system designed for the decentralized real time control of water distribution networks. The agents, which are associated with every pump, tank, and water tower of such a distribution network, interact by means of a decentralized coordination mechanism based on digital info chemicals. In particular, they utilize a biologically-inspired coordination strategy, called indirect defense, which is used by certain plants in nature in order to get rid of herbivores. The experiments, which we have conducted on several different water distribution networks including one real-world municipal distribution network, demonstrate that the presented variants of our approach are able to achieve a self-organizing emergent solution comparable to the decisions made by inexperienced as well as experienced human operators, but with a higher flexibility, robustness, scalability, adaptivity, and autonomy.
  • Keywords
    decentralised control; multi-agent systems; water supply; biologically-inspired coordination strategy; decentralized coordination mechanism; decentralized real-time control; digital infochemical; indirect defense; municipal distribution network; self-organizing multiagent system; water distribution networks; water tower; Biological system modeling; Chemicals; Humans; Reservoirs; biologicallyinspired; infochemicals; multi-agent system; self-organization; water distribution;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Self-Adaptive and Self-Organizing Systems (SASO), 2010 4th IEEE International Conference on
  • Conference_Location
    Budapest
  • Print_ISBN
    978-1-4244-8537-6
  • Electronic_ISBN
    978-0-7695-4232-4
  • Type

    conf

  • DOI
    10.1109/SASO.2010.20
  • Filename
    5630183