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Automatic generation of water distribution systems based on GIS data
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 mode...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Science
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4461188/ https://www.ncbi.nlm.nih.gov/pubmed/27667963 http://dx.doi.org/10.1016/j.envsoft.2013.05.006 |
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author | Sitzenfrei, Robert Möderl, Michael Rauch, Wolfgang |
author_facet | Sitzenfrei, Robert Möderl, Michael Rauch, Wolfgang |
author_sort | Sitzenfrei, Robert |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-4461188 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Elsevier Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-44611882016-09-23 Automatic generation of water distribution systems based on GIS data Sitzenfrei, Robert Möderl, Michael Rauch, Wolfgang Environ Model Softw Article 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. Elsevier Science 2013-09 /pmc/articles/PMC4461188/ /pubmed/27667963 http://dx.doi.org/10.1016/j.envsoft.2013.05.006 Text en © 2013 The Authors http://creativecommons.org/licenses/by-nc-nd/3.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/3.0/). |
spellingShingle | Article Sitzenfrei, Robert Möderl, Michael Rauch, Wolfgang Automatic generation of water distribution systems based on GIS data |
title | Automatic generation of water distribution systems based on GIS data |
title_full | Automatic generation of water distribution systems based on GIS data |
title_fullStr | Automatic generation of water distribution systems based on GIS data |
title_full_unstemmed | Automatic generation of water distribution systems based on GIS data |
title_short | Automatic generation of water distribution systems based on GIS data |
title_sort | automatic generation of water distribution systems based on gis data |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4461188/ https://www.ncbi.nlm.nih.gov/pubmed/27667963 http://dx.doi.org/10.1016/j.envsoft.2013.05.006 |
work_keys_str_mv | AT sitzenfreirobert automaticgenerationofwaterdistributionsystemsbasedongisdata AT moderlmichael automaticgenerationofwaterdistributionsystemsbasedongisdata AT rauchwolfgang automaticgenerationofwaterdistributionsystemsbasedongisdata |