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

Published: 27 September 2010 Publication History

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.

Cited By

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  • (2017)A distributed real-time approach for mitigating CSO and flooding in urban drainage systemsJournal of Network and Computer Applications10.1016/j.jnca.2016.11.00478:C(30-42)Online publication date: 15-Jan-2017
  • (2015)Cooperative Resource Allocation in Open Systems of SystemsACM Transactions on Autonomous and Adaptive Systems10.1145/270032310:2(1-44)Online publication date: 9-Jun-2015
  1. Decentralized Real-Time Control of Water Distribution Networks Using Self-Organizing Multi-agent Systems

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    Published In

    cover image Guide Proceedings
    SASO '10: Proceedings of the 2010 Fourth IEEE International Conference on Self-Adaptive and Self-Organizing Systems
    September 2010
    276 pages
    ISBN:9780769542324

    Publisher

    IEEE Computer Society

    United States

    Publication History

    Published: 27 September 2010

    Author Tags

    1. biologicallyinspired
    2. infochemicals
    3. multi-agent system
    4. self-organization
    5. water distribution

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    Cited By

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    • (2017)A distributed real-time approach for mitigating CSO and flooding in urban drainage systemsJournal of Network and Computer Applications10.1016/j.jnca.2016.11.00478:C(30-42)Online publication date: 15-Jan-2017
    • (2015)Cooperative Resource Allocation in Open Systems of SystemsACM Transactions on Autonomous and Adaptive Systems10.1145/270032310:2(1-44)Online publication date: 9-Jun-2015

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