This paper reports the application of a multi-objective evolutionary algorithm to the design of water distribution systems. The objective functions are the minimization of the capital costs and the maximization of the hydraulic reliability of the network so as to identify the tradeoff between cost and reliability. Furthermore, a new deterministic reliability index named fuzzy reliability index is introduced utilizing fuzzy logic and the definition of hydraulic reliability. The multi-objective honey-bee mating optimization (MOHBMO) algorithm is developed to achieve the design of two well-known water distribution networks. Results show that the proposed reliability measure is able to produce appropriate hydraulic reliability in the system and the MOHBMO algorithm calculates desirable Pareto-optimal solutions.
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13 February 2017
This article was originally published in
Journal of Water Supply: Research and Technology-Aqua
Article Contents
Research Article|
December 07 2016
Multi-objective design of water distribution systems based on the fuzzy reliability index
Omid Bozorg-Haddad;
Omid Bozorg-Haddad
1Department of Irrigation & Reclamation Engineering, Faculty of Agricultural Engineering & Technology, College of Agriculture & Natural Resources, University of Tehran, Karaj, Tehran, Iran
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Navid Ghajarnia;
Navid Ghajarnia
1Department of Irrigation & Reclamation Engineering, Faculty of Agricultural Engineering & Technology, College of Agriculture & Natural Resources, University of Tehran, Karaj, Tehran, Iran
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Mohammad Solgi;
Mohammad Solgi
1Department of Irrigation & Reclamation Engineering, Faculty of Agricultural Engineering & Technology, College of Agriculture & Natural Resources, University of Tehran, Karaj, Tehran, Iran
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Hugo A. Loáiciga;
Hugo A. Loáiciga
2Department of Geography, University of California, Santa Barbara, CA, USA
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Miguel A. Mariño
Miguel A. Mariño
3Department of Land, Air & Water Resources, Department of Civil & Environmental Engineering, and Department of Biological & Agricultural Engineering, University of California, 139 Veihmeyer Hall, University of California, Davis, CA, USA
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Journal of Water Supply: Research and Technology-Aqua (2017) 66 (1): 36–48.
Article history
Received:
June 24 2016
Accepted:
October 24 2016
Citation
Omid Bozorg-Haddad, Navid Ghajarnia, Mohammad Solgi, Hugo A. Loáiciga, Miguel A. Mariño; Multi-objective design of water distribution systems based on the fuzzy reliability index. Journal of Water Supply: Research and Technology-Aqua 13 February 2017; 66 (1): 36–48. doi: https://doi.org/10.2166/aqua.2016.067
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