Robust Design of a Real-Life Water Distribution Network under Different Demand Scenarios
Autor(a) principal: | |
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Data de Publicação: | 2021 |
Outros Autores: | , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10316/101024 https://doi.org/10.3390/w13060753 |
Resumo: | In this paper a scenario-based robust optimization approach is proposed to take demand uncertainty into account in the design of water distribution networks. This results in insight in the trade-off between costs and performance of different designs. Within the proposed approach the designer is able to choose the desired degree of risk aversion, and the performance of the design can be assessed based on the water demand effectively supplied under different scenarios. Both future water demand scenarios and scenarios based on historical records are considered. The approach is applied to the design of a real-life water distribution network supplying part of a city in the Netherlands. From the results the relation between costs and performance for different scenarios becomes evident: a more robust design requires higher design costs. Moreover, it is proven that numerical optimization helps finding better design solutions when compared to manual approaches. The developed approach allows water utilities to make informed choices about how much to invest in their infrastructure and how to design it in order to achieve a certain level of robustness. |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Robust Design of a Real-Life Water Distribution Network under Different Demand Scenarioswater distribution networksdesignoptimizationrobustnessuncertaintywater demandIn this paper a scenario-based robust optimization approach is proposed to take demand uncertainty into account in the design of water distribution networks. This results in insight in the trade-off between costs and performance of different designs. Within the proposed approach the designer is able to choose the desired degree of risk aversion, and the performance of the design can be assessed based on the water demand effectively supplied under different scenarios. Both future water demand scenarios and scenarios based on historical records are considered. The approach is applied to the design of a real-life water distribution network supplying part of a city in the Netherlands. From the results the relation between costs and performance for different scenarios becomes evident: a more robust design requires higher design costs. Moreover, it is proven that numerical optimization helps finding better design solutions when compared to manual approaches. The developed approach allows water utilities to make informed choices about how much to invest in their infrastructure and how to design it in order to achieve a certain level of robustness.2021info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://hdl.handle.net/10316/101024http://hdl.handle.net/10316/101024https://doi.org/10.3390/w13060753eng2073-4441Vertommen, Inavan Laarhoven, KarelCunha, Maria da Conceiçãoinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2022-07-26T20:36:29Zoai:estudogeral.uc.pt:10316/101024Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T21:18:16.868180Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse |
dc.title.none.fl_str_mv |
Robust Design of a Real-Life Water Distribution Network under Different Demand Scenarios |
title |
Robust Design of a Real-Life Water Distribution Network under Different Demand Scenarios |
spellingShingle |
Robust Design of a Real-Life Water Distribution Network under Different Demand Scenarios Vertommen, Ina water distribution networks design optimization robustness uncertainty water demand |
title_short |
Robust Design of a Real-Life Water Distribution Network under Different Demand Scenarios |
title_full |
Robust Design of a Real-Life Water Distribution Network under Different Demand Scenarios |
title_fullStr |
Robust Design of a Real-Life Water Distribution Network under Different Demand Scenarios |
title_full_unstemmed |
Robust Design of a Real-Life Water Distribution Network under Different Demand Scenarios |
title_sort |
Robust Design of a Real-Life Water Distribution Network under Different Demand Scenarios |
author |
Vertommen, Ina |
author_facet |
Vertommen, Ina van Laarhoven, Karel Cunha, Maria da Conceição |
author_role |
author |
author2 |
van Laarhoven, Karel Cunha, Maria da Conceição |
author2_role |
author author |
dc.contributor.author.fl_str_mv |
Vertommen, Ina van Laarhoven, Karel Cunha, Maria da Conceição |
dc.subject.por.fl_str_mv |
water distribution networks design optimization robustness uncertainty water demand |
topic |
water distribution networks design optimization robustness uncertainty water demand |
description |
In this paper a scenario-based robust optimization approach is proposed to take demand uncertainty into account in the design of water distribution networks. This results in insight in the trade-off between costs and performance of different designs. Within the proposed approach the designer is able to choose the desired degree of risk aversion, and the performance of the design can be assessed based on the water demand effectively supplied under different scenarios. Both future water demand scenarios and scenarios based on historical records are considered. The approach is applied to the design of a real-life water distribution network supplying part of a city in the Netherlands. From the results the relation between costs and performance for different scenarios becomes evident: a more robust design requires higher design costs. Moreover, it is proven that numerical optimization helps finding better design solutions when compared to manual approaches. The developed approach allows water utilities to make informed choices about how much to invest in their infrastructure and how to design it in order to achieve a certain level of robustness. |
publishDate |
2021 |
dc.date.none.fl_str_mv |
2021 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/10316/101024 http://hdl.handle.net/10316/101024 https://doi.org/10.3390/w13060753 |
url |
http://hdl.handle.net/10316/101024 https://doi.org/10.3390/w13060753 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
2073-4441 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.source.none.fl_str_mv |
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
instname_str |
Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
instacron_str |
RCAAP |
institution |
RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
collection |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository.name.fl_str_mv |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
repository.mail.fl_str_mv |
|
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1799134077713907712 |