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Modeling and optimization of transients in water distribution networks with intermittent supply.

机译:间歇供水的供水网络中瞬态的建模和优化。

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摘要

Much of the world's rapidly growing urban population relies upon water distribution systems to provide treated water through networks of pipes. Rather than continuously supplying water to users, many of these distribution systems operate intermittently, with parts of the network frequently losing pressure or emptying altogether. Such intermittent water supply deleteriously impacts water availability, infrastructure, and water quality for hundreds of millions of people around the world. In this work I introduce the problem of intermittent water supply through the lens of applied mathematics. I first introduce a simple descriptive mathematical model that captures some hydraulic features of intermittency not accounted for by existing water distribution system software packages. I then consider the potential uses of such a model in a variety of optimization examples motivated by real-world applications. In simple test networks, I show how to reduce pressure gradients while the network fills by changing either the inflow patterns or the elevation profile. I also show test examples of using measured data to potentially recover unknown information such as initial conditions or boundary outflows. I then use sensitivity analysis to better understand how various parameters control model output, with an eye to figuring out which parameters are worth measuring most carefully in field applications, and also which parameters may be useful in an optimization setting. I lastly demonstrate some progress in descriptively modeling a real network, both through the introduced mathematical model and through a fluid-mechanics-based method for identifying data where the model is most useful.
机译:世界上许多快速增长的城市人口都依靠配水系统通过管网提供经过处理的水。这些分配系统中的许多不是间歇地向用户供水,而是间歇地运行,部分网络经常失去压力或完全排空。这种断断续续的供水有害地影响着全球数亿人口的水供应,基础设施和水质。在这项工作中,我通过应用数学的角度介绍了间歇性供水的问题。我首先介绍一个简单的描述性数学模型,该模型捕获了现有供水系统软件包未考虑的一些间歇性水力特征。然后,我将在实际应用程序激发的各种优化示例中考虑这种模型的潜在用途。在简单的测试网络中,我展示了如何通过更改流入方式或海拔曲线来减小网络填充时的压力梯度。我还展示了使用测量数据潜在地恢复未知信息(例如初始条件或边界流出)的测试示例。然后,我将使用灵敏度分析来更好地了解各种参数如何控制模型输出,以期弄清哪些参数值得在现场应用中最仔细地测量,以及哪些参数在优化设置中可能有用。最后,我将通过引入的数学模型以及通过基于流体力学的方法来识别模型最有用的数据来说明性地描述真实网络的过程中取得的一些进展。

著录项

  • 作者

    Lieb, Anna Marie.;

  • 作者单位

    University of California, Berkeley.;

  • 授予单位 University of California, Berkeley.;
  • 学科 Applied mathematics.
  • 学位 Ph.D.
  • 年度 2016
  • 页码 133 p.
  • 总页数 133
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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