Real-time forecasting urban drainage models: full or simplified networks?

Detalhes bibliográficos
Autor(a) principal: Leitão, J. P.
Data de Publicação: 2010
Outros Autores: Simões, N. E., Maksimovic, C., Santos Ferreira, F., Prodanovic, D., Matos, J. S., Sá Marques, A.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://repositorio.lnec.pt:8080/jspui/handle/123456789/1001219
Resumo: Lead time between rainfall prediction results and flood prediction results obtained by hydraulic simulations is one of the crucial factors in the implementation of real-time flood forecasting systems. Therefore, hydraulic simulation times must be as short as possible, with sufficient spatial and temporal flood distribution modelling accuracy. One of the ways to reduce the time required to run hydraulic model simulations is increasing computational speed by simplifying the model networks. This simplification can be conducted by removing and changing some secondary elements using network simplification techniques. The emphasis of this paper is to assess how the level of urban drainage network simplification influences the computational time and overall simulation results' accuracy. The models used in this paper comprise a sewer network and an overland flow drainage system in both 1D/1D and 1D/2D approaches. The 1D/1D model is used as the reference model to generate several models with different levels of simplifications. The results presented in this paper suggest that the 1D/2D models are not yet suitable to be used in real-time flood prediction applications due to long simulation time, while on the other hand, the simplified 1D/1D models show that considerable reductions in simulation time can be achieved without compromising simulation results (flow and water depth) accuracy.
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spelling Real-time forecasting urban drainage models: full or simplified networks?Flood forecastingNetwork simplificationUrban drainage1d/1d and 1df/2d urban drainage modelsLead time between rainfall prediction results and flood prediction results obtained by hydraulic simulations is one of the crucial factors in the implementation of real-time flood forecasting systems. Therefore, hydraulic simulation times must be as short as possible, with sufficient spatial and temporal flood distribution modelling accuracy. One of the ways to reduce the time required to run hydraulic model simulations is increasing computational speed by simplifying the model networks. This simplification can be conducted by removing and changing some secondary elements using network simplification techniques. The emphasis of this paper is to assess how the level of urban drainage network simplification influences the computational time and overall simulation results' accuracy. The models used in this paper comprise a sewer network and an overland flow drainage system in both 1D/1D and 1D/2D approaches. The 1D/1D model is used as the reference model to generate several models with different levels of simplifications. The results presented in this paper suggest that the 1D/2D models are not yet suitable to be used in real-time flood prediction applications due to long simulation time, while on the other hand, the simplified 1D/1D models show that considerable reductions in simulation time can be achieved without compromising simulation results (flow and water depth) accuracy.IWA2010-11-30T16:19:31Z2014-10-20T12:56:28Z2017-04-13T09:15:52Z2010-10-01T00:00:00Z2010-10info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://repositorio.lnec.pt:8080/jspui/handle/123456789/1001219eng0273-1223Leitão, J. P.Simões, N. E.Maksimovic, C.Santos Ferreira, F.Prodanovic, D.Matos, J. S.Sá Marques, A.info: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:RCAAP2024-01-13T03:04:20Zoai:localhost:123456789/1001219Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T01:39:17.417499Repositório 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 Real-time forecasting urban drainage models: full or simplified networks?
title Real-time forecasting urban drainage models: full or simplified networks?
spellingShingle Real-time forecasting urban drainage models: full or simplified networks?
Leitão, J. P.
Flood forecasting
Network simplification
Urban drainage
1d/1d and 1df/2d urban drainage models
title_short Real-time forecasting urban drainage models: full or simplified networks?
title_full Real-time forecasting urban drainage models: full or simplified networks?
title_fullStr Real-time forecasting urban drainage models: full or simplified networks?
title_full_unstemmed Real-time forecasting urban drainage models: full or simplified networks?
title_sort Real-time forecasting urban drainage models: full or simplified networks?
author Leitão, J. P.
author_facet Leitão, J. P.
Simões, N. E.
Maksimovic, C.
Santos Ferreira, F.
Prodanovic, D.
Matos, J. S.
Sá Marques, A.
author_role author
author2 Simões, N. E.
Maksimovic, C.
Santos Ferreira, F.
Prodanovic, D.
Matos, J. S.
Sá Marques, A.
author2_role author
author
author
author
author
author
dc.contributor.author.fl_str_mv Leitão, J. P.
Simões, N. E.
Maksimovic, C.
Santos Ferreira, F.
Prodanovic, D.
Matos, J. S.
Sá Marques, A.
dc.subject.por.fl_str_mv Flood forecasting
Network simplification
Urban drainage
1d/1d and 1df/2d urban drainage models
topic Flood forecasting
Network simplification
Urban drainage
1d/1d and 1df/2d urban drainage models
description Lead time between rainfall prediction results and flood prediction results obtained by hydraulic simulations is one of the crucial factors in the implementation of real-time flood forecasting systems. Therefore, hydraulic simulation times must be as short as possible, with sufficient spatial and temporal flood distribution modelling accuracy. One of the ways to reduce the time required to run hydraulic model simulations is increasing computational speed by simplifying the model networks. This simplification can be conducted by removing and changing some secondary elements using network simplification techniques. The emphasis of this paper is to assess how the level of urban drainage network simplification influences the computational time and overall simulation results' accuracy. The models used in this paper comprise a sewer network and an overland flow drainage system in both 1D/1D and 1D/2D approaches. The 1D/1D model is used as the reference model to generate several models with different levels of simplifications. The results presented in this paper suggest that the 1D/2D models are not yet suitable to be used in real-time flood prediction applications due to long simulation time, while on the other hand, the simplified 1D/1D models show that considerable reductions in simulation time can be achieved without compromising simulation results (flow and water depth) accuracy.
publishDate 2010
dc.date.none.fl_str_mv 2010-11-30T16:19:31Z
2010-10-01T00:00:00Z
2010-10
2014-10-20T12:56:28Z
2017-04-13T09:15:52Z
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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