Robust Design of a Real-Life Water Distribution Network under Different Demand Scenarios

Detalhes bibliográficos
Autor(a) principal: Vertommen, Ina
Data de Publicação: 2021
Outros Autores: van Laarhoven, Karel, Cunha, Maria da Conceição
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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spelling 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
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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
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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
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