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
Link To Document :
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