Isolation Valve Placement Optimization of Water Distribution Networks to Reduce Vulnerability

IF 1.3 Q3 ENGINEERING, MECHANICAL PERIODICA POLYTECHNICA-MECHANICAL ENGINEERING Pub Date : 2022-11-04 DOI:10.3311/ppme.20694
Richárd Wéber, Tamás Huzsvár, C.-S. Hős
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Abstract

Due to the growing pace of urbanization and the rapid expansion of the population, the utilities nowadays are facing a more challenging task than ever before, to maintain the functionality of their massive Water Distribution Networks. In this paper, three different techniques are presented for the maximization of network robustness against random pipe-bursts. This paper analyses the vulnerability of segments of WDNs from the viewpoint of the consumers that is the product of the failure rate and the relative demand loss. Topological parameters could approximate the vulnerability. During the investigation, 27 real-life WDNs were analyzed from the region of Western Hungary. In two networks, a complete isolation valve replacement optimization is presented using these low-cost topological parameters as fitness functions. It is proved that by rearranging the isolation valves of the WDN, using a standard genetic algorithm and a fast-evaluated fitness function, the nature of the vulnerability distribution can be changed to a more favorable one. This means that it is possible to increase the robustness of a WDN even without using a calibrated hydraulic model; since these topological parameters can be extracted from simple databases.
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配水网络隔离阀布置优化以降低脆弱性
随着城市化进程的加快和人口的快速增长,供水系统面临着比以往任何时候都更具挑战性的任务,即如何保持其庞大的供水网络的正常运行。本文提出了三种不同的技术,以最大限度地提高网络对随机管道突发的鲁棒性。本文从消费者的角度分析了wdn细分市场的脆弱性,即故障率与相对需求损失的乘积。拓扑参数可以近似出漏洞。在调查期间,对来自匈牙利西部地区的27名现实生活中的wdn进行了分析。在两个网络中,利用这些低成本拓扑参数作为适应度函数,给出了一个完整的隔离阀更换优化。通过对WDN隔离阀的重新排列,采用标准的遗传算法和快速评估的适应度函数,可以改变漏洞分布的性质。这意味着即使不使用校准的水力模型,也可以增加WDN的鲁棒性;因为这些拓扑参数可以从简单的数据库中提取。
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来源期刊
CiteScore
2.80
自引率
7.70%
发文量
33
审稿时长
20 weeks
期刊介绍: Periodica Polytechnica is a publisher of the Budapest University of Technology and Economics. It publishes seven international journals (Architecture, Chemical Engineering, Civil Engineering, Electrical Engineering, Mechanical Engineering, Social and Management Sciences, Transportation Engineering). The journals have free electronic versions.
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