Multi-objective design of water distribution systems based on the fuzzy reliability index

被引：10

作者：

Bozorg-Haddad, Omid ^{[1
]}

Ghajarnia, Navid ^{[1
]}

Solgi, Mohammad ^{[1
]}

Loaiciga, Hugo A. ^{[2
]}

Mario, Miguel A. ^{[3
,4
]}

机构：

[1] Univ Tehran, Coll Agr & Nat Resources, Fac Agr Engn & Technol, Dept Irrigat & Reclamat Engn, Tehran, Iran

[2] Univ California, Dept Geog, Santa Barbara, CA USA

[3] Univ California, Dept Land Air & Water Resources, Dept Civil & Environm Engn, 139 Veihmeyer Hall, Davis, CA USA

[4] Univ California, Dept Biol & Agr Engn, 139 Veihmeyer Hall, Davis, CA USA

来源：

JOURNAL OF WATER SUPPLY RESEARCH AND TECHNOLOGY-AQUA | 2017年 / 66卷 / 01期

关键词：

fuzzy reliability index; multi-objective HBMO; water distribution systems; DISTRIBUTION NETWORK; GENETIC ALGORITHMS; RESERVOIR SYSTEM; COST DESIGN; OPTIMIZATION; OPERATION; EXTRACTION; RULES;

D O I：

10.2166/aqua.2016.067

中图分类号：

TU [建筑科学];

学科分类号：

0813 ;

摘要：

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 honeybee 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.

引用

页码：36 / 48

页数：13

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