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
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