Probabilistic zoning of hydraulic performance of water distribution network by applying key parameter uncertainty

M. Dini, Amin Mohammadikaleibar, Vahid Nourani, Saeed Hashemi
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Abstract

In this paper, first, the uncertainty of key input parameters such as pipe diameter and roughness and also nodal demand was generated and then they were simultaneously applied to the model, and the hydraulic performance (NPRI index) of the network was evaluated. By defining network performance levels based on network reliability, probabilistic zoning maps were obtained hourly all day long and yearly in the operational period. For this purpose, the MCS method was used to simulate the parameter uncertainty, and the EPANET software was used to simulate the hydraulic performance of the network by programming in MATLAB. The study was performed on the Kaleybar WDN using different values of the Coefficient of Variation (CV). The results of yearly probabilistic zoning maps of the network showed that in the cases with a CV value of 10 and 20 percent, the network had an acceptable service level with a higher probability in the 23rd and 20th years respectively. In general, the study of hydraulic zoning maps of the network at different hours during a day and in different years during the operation period makes it possible to decide on the implementation of operational plans or reconstruction and renovation and also determine the critical operational years.
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应用关键参数不确定性对配水管网水力性能进行概率分区
本文首先生成管网管径、粗糙度等关键输入参数以及节点需求的不确定性,并将其同时应用于该模型,对管网的水力性能(NPRI指数)进行评价。通过定义基于网络可靠性的网络性能等级,在运行期间全天每小时和每年获得概率分区图。为此,采用MCS方法对参数的不确定性进行仿真,并利用EPANET软件在MATLAB中编程对管网的水力性能进行仿真。采用不同的变异系数(CV)对Kaleybar WDN进行了研究。网络的年度概率分区图结果表明,在CV值为10%和20%的情况下,网络在第23年和第20年分别具有较高的可接受服务水平的概率。一般来说,研究水网在运行期间的不同时段和不同年份的水力分区图,可以决定运行计划或改造的实施,也可以确定关键的运行年份。
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CiteScore
1.30
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استخراج منحنیهای شدت-مدت-فراوانی به کمک نظریه فرکتال و ارزیابی اثر تغییر اقلیم بر آن (مطالعه موردی: بوشهر) Investigation of the effect of gabion-shaped obstacles on sedimentation Probabilistic zoning of hydraulic performance of water distribution network by applying key parameter uncertainty Evaluation of doubler plates effects on shear bearing behavior of RCS connections مقایسه عملکرد ترافیکی، مصرف سوخت، و آلایندگی تقاطع دارای چراغ و دوربرگردان در بزرگراههای شش-خطه
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