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Automatic generation of water distribution systems based on GIS data

机译:基于GIS数据的供水系统自动生成

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摘要

In the field of water distribution system (WDS) analysis, case study research is needed for testing or benchmarking optimisation strategies and newly developed software. However, data availability for the investigation of real cases is limited due to time and cost needed for data collection and model setup. We present a new algorithm that addresses this problem by generating WDSs from GIS using population density, housing density and elevation as input data. We show that the resulting WDSs are comparable to actual systems in terms of network properties and hydraulic performance. For example, comparing the pressure heads for an actual and a generated WDS results in pressure head differences of ±4 m or less for 75% of the supply area. Although elements like valves and pumps are not included, the new methodology can provide water distribution systems of varying levels of complexity (e.g., network layouts, connectivity, etc.) to allow testing design/optimisation algorithms on a large number of networks. The new approach can be used to estimate the construction costs of planned WDSs aimed at addressing population growth or at comparisons of different expansion strategies in growth corridors.
机译:在水分配系统(WDS)分析领域,需要进行案例研究以测试或基准化优化策略以及新开发的软件。但是,由于数据收集和模型设置所需的时间和成本,用于实际案例调查的数据可用性受到限制。我们提出了一种新算法,通过使用人口密度,房屋密度和海拔高度作为输入数据从GIS生成WDS来解决此问题。我们显示,在网络特性和水力性能方面,所得的WDS与实际系统相当。例如,比较实际WDS和生成的WDS的压头,对于供应面积的75%,压头差为±4 m或更小。尽管不包括阀和泵之类的元件,但是新方法可以提供复杂程度不同的配水系统(例如,网络布局,连通性等),以允许在大量网络上测试设计/优化算法。新方法可用于估算计划中的WDS的建设成本,这些WDS旨在解决人口增长或在增长通道中比较不同扩展策略的情况。

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