Development of a user-friendly hydraulic model for simulating hybrid water distribution networks: a transition toward sector sustainability

Water Supply Pub Date : 2024-04-04 DOI:10.2166/ws.2024.072
Denis Obura, Vivian Nabifo, Obed Akamushaba, Immaculate Apiny, Derrick Dadebo
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Abstract

The conventional computational approach for modeling and simulating drinking water distribution networks (WDNs) is time-consuming and prone to human errors. Therefore, this study developed and implemented a hydraulic modeling tool, the ‘Kyema-Net model’, based on the modified Hardy Cross algorithm in Visual Basic, to simulate a hybrid WDN with the inclusion of pipe cost assessment. The model's accuracy was validated by comparing its outputs with those of EPANET 2.2 software. The Kyema-Net model and EPANET 2.2 simulation results were comparable. Considering the WDN case study, the proposed model initialized nodal inflows in proportions of 60 and 40% for any two pipes exiting the node, reducing the computational steps. The model executed three trials to achieve the final solution against four trials for EPANET 2.2. The mean absolute percentage error, coefficient of determination (R2), and root mean square error metrics for flow velocity were ∼0.00%, 1.00, and ∼0.00 m, respectively. The modified resilience index values ranged between 0.30 and 1.09. Implementing the proposed hydraulic modeling tool in designing and/or rehabilitating WDNs demonstrated compliance with numerous social-, economic-, and technological-related Sustainable Development Goals. This would assist various water sector stakeholders in the sustainable planning, operation, and management of WDNS globally.
开发用户友好型水力模型,模拟混合配水管网:向行业可持续性过渡
饮用水配水管网(WDN)建模和仿真的传统计算方法既耗时又容易出现人为错误。因此,本研究开发并实施了一种水力建模工具--"Kyema-Net 模型",该模型基于 Visual Basic 中的改良 Hardy Cross 算法,用于模拟包含管道成本评估的混合型 WDN。通过将该模型的输出结果与 EPANET 2.2 软件的输出结果进行比较,验证了该模型的准确性。Kyema-Net 模型和 EPANET 2.2 的模拟结果具有可比性。考虑到 WDN 案例研究,所提出的模型对任意两条流出节点的管道按 60% 和 40% 的比例初始化节点流入量,从而减少了计算步骤。与 EPANET 2.2 的四次试验相比,该模型执行了三次试验以获得最终解决方案。流速的平均绝对百分比误差、判定系数 (R2) 和均方根误差指标分别为 ∼ 0.00%、1.00 和 ∼ 0.00 m。修正弹性指数值介于 0.30 和 1.09 之间。在设计和/或修复水利工程网时采用拟议的水力模型工具,表明符合众多与社会、经济和技术相关的可持续发展目标。这将有助于水利部门的各利益相关方在全球范围内对 WDNS 进行可持续规划、运营和管理。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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