Water distribution system calibration using the Finite Element Method coupled to a Genetic Algorithm

被引:4
作者
Diaz-Ortiz, Josue [1 ]
Alvarado-Medellin, Pedro [2 ]
Ramirez-Aguilera, Atziry M. [3 ]
Badillo-Almaraz, Hiram [2 ]
Gomez, Ruperto Ortiz [2 ]
Capetillo, Carlos Bautista [4 ]
机构
[1] Univ Autonoma Zacatecas, Maestria Ingn Aplicada orientac Recursos Hidraul, Jardin Juarez 147,Ctr, Zacatecas 98000, Mexico
[2] Univ Autonoma Zacatecas, Programa Ingn Civil, Jardin Juarez 147,Ctr, Zacatecas 98000, Mexico
[3] Univ Autonoma Zacatecas, Programa Ingn Comp, Campus UAZ siglo 21,Carretera Zacatecas Guadalajar, Zacatecas 98160, Mexico
[4] Univ Autonoma Zacatecas, Programa Ciencia & Tecnol Agua, Campus UAZ siglo 21,Carretera Zacatecas Guadalajar, Zacatecas 98160, Mexico
关键词
Water distribution system calibration; Pipe leakage; Genetic algorithms; Hydraulic modeling; Finite element method; PARAMETER-ESTIMATION; NETWORK CALIBRATION;
D O I
10.1016/j.jwpe.2023.104017
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Water distribution systems (WDS) are a fundamental part of the infrastructure in our cities, for this reason increasingly capable numerical models have been developed in recent years to allow hydraulic systems be analyzed in great detail. Calibration process let get accurate and reliable information for those involved in design, operation, construction and maintenance of public WDS. In this study a calibration process is proposed using a Genetic Algorithms (GA) methodology with real number coding coupled to the Finite Element Method as hydraulic simulator GA-FEMH. The method proposed was applied to two calibration cases; one reported in literature and a real network.The results show that the proposed calibration process is reliable, and the WDS model can represent real conditions of the network according to the regulations that international organizations such as AWWA and WAA recommend. Moreover high correlation values were obtained after the calibration process, with values of R2 higher than 95 % for pressure and flow. Likewise, the FEM can be an alternative to use it as a hydraulic simulator due to its rapid convergence and its ease of integrating hydraulic accessories.
引用
收藏
页数:8
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