Análise de sensibilidade de redes de drenagem urbana a parâmetros hidrológicos utilizando modelagem hidrodinâmica e dimensionamento automatizado

Detalhes bibliográficos
Ano de defesa: 2019
Autor(a) principal: Geller, Vitor Gustavo
Orientador(a): Não Informado pela instituição
Banca de defesa: Não Informado pela instituição
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
dARK ID: ark:/26339/0013000005ks3
Idioma: por
Instituição de defesa: Universidade Federal de Santa Maria
Brasil
Engenharia Civil
UFSM
Programa de Pós-Graduação em Engenharia Civil
Centro de Tecnologia
Programa de Pós-Graduação: Não Informado pela instituição
Departamento: Não Informado pela instituição
País: Não Informado pela instituição
Palavras-chave em Português:
Link de acesso: http://repositorio.ufsm.br/handle/1/17086
Resumo: The hydrodynamic models allow a better characterization of the flow in urban rainwater systems, including the backwater effects. Thus, when used in sizing, they produce more efficient and adequate solutions when compared to those obtained from traditional sizing, such as, for example, from the Manning equation. However, they make the process iterative, since changes in the network propagate both upstream and downstream causing each change to be evaluated individually. This work proposes the automatic method of sizing the drainage network called ECO-SWMM that uses the Storm Water Management Model (SWMM) for hydrodynamic calculation of the network following a set of sizing rules in accordance with the usual drainage calculation rules urban, based on the reports generated by each simulation by SWMM. On the other hand, the designers, due to the scarcity of information from the Brazilian watersheds, especially the urban ones, dimension the water runoff drainage system with input variables whose real values are uncertain, compromising the own design. Previous studies such as Allasia and Villanueva (2007) have already evaluated the impact of uncertainty using the cost of the network as an analysis variable, facilitating the understanding of the results by the responsible one. However, none of them evaluated the impact of uncertainty on a network dimensioned using hydrodynamic modeling, due to the complexity of its dimensioning. Thus, this work has the objective of evaluating the uncertainties in the estimation of the hydrological parameters (CN coefficient, watershed area, watershed concentration time and position of the rainfall peak) in the drainage network design using hydrodynamic modeling. The methodology consisted in varying each parameter individually for hydrological simulation in the Modelo Hidrológico Ecotecnologias (MHE), generating the inlet flows for each node of the network for hydraulic simulation in the SWMM by means of the proposed automatic method (ECO-SWMM), which in turn showed is effective for the design of networks that operate exclusively by gravity and with great potential to helping designers in the sizing of urban drainage. On the other hand, the results of the uncertainty analysis showed results similar to those obtained by Allasia and Villanueva (2007); however, with slightly lower values, indicating the use of hydrodynamic models, even in networks dimensioned by gravity, impacts positively in the reduction of uncertainty. The most sensitive parameter was the CN indicating that changes of 10% in its value, alter approximately 30% in the peak flow and 15% the costs. The watershed area and the watershed concentration time had similar results, presenting around 10% of change for peak flow and 5% of costs for typical changes of their values. Changes in the position of the rainfall peak did not significantly change the flows and cost of the network.
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spelling Análise de sensibilidade de redes de drenagem urbana a parâmetros hidrológicos utilizando modelagem hidrodinâmica e dimensionamento automatizadoAnalysis of sensitivity of urban drainage networks to hydrological parameters using hydrodynamic modeling and automatic dimensioningChuva-vazãoAnálise de sensibilidadeModelo hidrodinâmicoDimensionamento de redes de drenagemRainfall-runoffSensitivity analysisHydrodynamic modelSizing of drainage networksCNPQ::ENGENHARIAS::ENGENHARIA CIVILThe hydrodynamic models allow a better characterization of the flow in urban rainwater systems, including the backwater effects. Thus, when used in sizing, they produce more efficient and adequate solutions when compared to those obtained from traditional sizing, such as, for example, from the Manning equation. However, they make the process iterative, since changes in the network propagate both upstream and downstream causing each change to be evaluated individually. This work proposes the automatic method of sizing the drainage network called ECO-SWMM that uses the Storm Water Management Model (SWMM) for hydrodynamic calculation of the network following a set of sizing rules in accordance with the usual drainage calculation rules urban, based on the reports generated by each simulation by SWMM. On the other hand, the designers, due to the scarcity of information from the Brazilian watersheds, especially the urban ones, dimension the water runoff drainage system with input variables whose real values are uncertain, compromising the own design. Previous studies such as Allasia and Villanueva (2007) have already evaluated the impact of uncertainty using the cost of the network as an analysis variable, facilitating the understanding of the results by the responsible one. However, none of them evaluated the impact of uncertainty on a network dimensioned using hydrodynamic modeling, due to the complexity of its dimensioning. Thus, this work has the objective of evaluating the uncertainties in the estimation of the hydrological parameters (CN coefficient, watershed area, watershed concentration time and position of the rainfall peak) in the drainage network design using hydrodynamic modeling. The methodology consisted in varying each parameter individually for hydrological simulation in the Modelo Hidrológico Ecotecnologias (MHE), generating the inlet flows for each node of the network for hydraulic simulation in the SWMM by means of the proposed automatic method (ECO-SWMM), which in turn showed is effective for the design of networks that operate exclusively by gravity and with great potential to helping designers in the sizing of urban drainage. On the other hand, the results of the uncertainty analysis showed results similar to those obtained by Allasia and Villanueva (2007); however, with slightly lower values, indicating the use of hydrodynamic models, even in networks dimensioned by gravity, impacts positively in the reduction of uncertainty. The most sensitive parameter was the CN indicating that changes of 10% in its value, alter approximately 30% in the peak flow and 15% the costs. The watershed area and the watershed concentration time had similar results, presenting around 10% of change for peak flow and 5% of costs for typical changes of their values. Changes in the position of the rainfall peak did not significantly change the flows and cost of the network.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESOs modelos hidrodinâmicos permitem uma melhor caracterização do escoamento nos sistemas pluviais urbanos, contemplando, inclusive, os efeitos de remanso. Dessa forma, quando utilizados no dimensionamento, produzem soluções mais eficientes e adequadas quando comparadas com aquelas obtidas do dimensionamento tradicional, como por exemplo, a partir da equação de Manning. No entanto, tornam o processo iterativo, uma vez que as alterações na rede se propagam tanto a montante como jusante fazendo com que cada alteração deva ser avaliada individualmente. Esse trabalho propõe o método automático de dimensionamento de rede de drenagem pluvial chamado ECO-SWMM. O método utiliza o modelo Storm Water Management Model (SWMM) para a simulação da rede de drenagem. A partir de uma rede inicial, o ECO-SWMM, de forma iterativa, utiliza as saídas do SWMM para dimensionar a rede de drenagem conforme um conjunto de regras pré-estabelecidas. Por outro lado, os projetistas, devido à escassez de informações das bacias brasileiras, sobretudo as urbanas, dimensionam as redes de macrodrenagem com variáveis de entradas cujos valores reais são incertos, comprometendo o próprio dimensionamento. Trabalhos anteriores como os de Allasia e Villanueva (2007) já avaliaram o impacto da incerteza, utilizando como variável de analise o custo da rede, facilitando o entendimento dos resultados por tomadores de decisão. No entanto, nenhum deles avaliou o impacto da incerteza numa rede dimensionada utilizando modelagem hidrodinâmica, pela complexidade do dimensionamento da mesma. Assim, este trabalho tem por objetivo avaliar os impactos oriundos das incertezas na estimativa dos parâmetros hidrológicos (coeficiente CN, área da bacia, tempo de concentração e da posição do pico de chuva) no dimensionamento de redes de drenagem empregando a modelagem hidrodinâmica. A metodologia consistiu em alterar cada parâmetro individualmente para simulação hidrológica no Modelo Hidrológico Ecotecnologias - MHE, gerando as entradas de vazões em cada nó da rede para simulação hidráulica no SWMM por meio do método automático proposto (ECO-SWMM), que por sua vez mostrou-se eficaz para o dimensionamento de redes que operam exclusivamente por gravidade e com grande potencial para o auxílio dos projetistas no dimensionamento da drenagem urbana. Por outro lado, os resultados da análise da incerteza apontaram resultados similares aos obtidos por Allasia e Villanueva (2007), no entanto, com valores ligeiramente menores, indicando a utilização de modelos hidrodinâmicos, mesmo em redes dimensionadas por gravidade, impacta positivamente na redução da incerteza. O parâmetro mais sensível foi o CN indicando que mudanças de 10% em seu valor, alteram aproximadamente 30% na vazão de pico e 15% os custos. A área e o tempo de concentração tiveram resultados similares, apresentando em torno de 10% de alteração para vazão de pico e 5% nos custos para mudanças típicas dos seus valores. Mudanças na posição do pico de chuva não alteraram significativamente as vazões e custo da rede.Universidade Federal de Santa MariaBrasilEngenharia CivilUFSMPrograma de Pós-Graduação em Engenharia CivilCentro de TecnologiaPiccilli, Daniel Gustavo Allasiahttp://lattes.cnpq.br/3858010328968944Pinto, Leandro Conceiçãohttp://lattes.cnpq.br/6350225828078466Villanueva, Adolfo Oreste Nicolashttp://lattes.cnpq.br/5790564606126478Geller, Vitor Gustavo2019-06-24T18:09:02Z2019-06-24T18:09:02Z2019-02-15info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://repositorio.ufsm.br/handle/1/17086ark:/26339/0013000005ks3porAttribution-NonCommercial-NoDerivatives 4.0 Internationalinfo:eu-repo/semantics/openAccessreponame:Manancial - Repositório Digital da UFSMinstname:Universidade Federal de Santa Maria (UFSM)instacron:UFSM2019-06-25T06:01:44Zoai:repositorio.ufsm.br:1/17086Biblioteca Digital de Teses e Dissertaçõeshttps://repositorio.ufsm.br/PUBhttps://repositorio.ufsm.br/oai/requestatendimento.sib@ufsm.br||tedebc@gmail.com||manancial@ufsm.bropendoar:2019-06-25T06:01:44Manancial - Repositório Digital da UFSM - Universidade Federal de Santa Maria (UFSM)false
dc.title.none.fl_str_mv Análise de sensibilidade de redes de drenagem urbana a parâmetros hidrológicos utilizando modelagem hidrodinâmica e dimensionamento automatizado
Analysis of sensitivity of urban drainage networks to hydrological parameters using hydrodynamic modeling and automatic dimensioning
title Análise de sensibilidade de redes de drenagem urbana a parâmetros hidrológicos utilizando modelagem hidrodinâmica e dimensionamento automatizado
spellingShingle Análise de sensibilidade de redes de drenagem urbana a parâmetros hidrológicos utilizando modelagem hidrodinâmica e dimensionamento automatizado
Geller, Vitor Gustavo
Chuva-vazão
Análise de sensibilidade
Modelo hidrodinâmico
Dimensionamento de redes de drenagem
Rainfall-runoff
Sensitivity analysis
Hydrodynamic model
Sizing of drainage networks
CNPQ::ENGENHARIAS::ENGENHARIA CIVIL
title_short Análise de sensibilidade de redes de drenagem urbana a parâmetros hidrológicos utilizando modelagem hidrodinâmica e dimensionamento automatizado
title_full Análise de sensibilidade de redes de drenagem urbana a parâmetros hidrológicos utilizando modelagem hidrodinâmica e dimensionamento automatizado
title_fullStr Análise de sensibilidade de redes de drenagem urbana a parâmetros hidrológicos utilizando modelagem hidrodinâmica e dimensionamento automatizado
title_full_unstemmed Análise de sensibilidade de redes de drenagem urbana a parâmetros hidrológicos utilizando modelagem hidrodinâmica e dimensionamento automatizado
title_sort Análise de sensibilidade de redes de drenagem urbana a parâmetros hidrológicos utilizando modelagem hidrodinâmica e dimensionamento automatizado
author Geller, Vitor Gustavo
author_facet Geller, Vitor Gustavo
author_role author
dc.contributor.none.fl_str_mv Piccilli, Daniel Gustavo Allasia
http://lattes.cnpq.br/3858010328968944
Pinto, Leandro Conceição
http://lattes.cnpq.br/6350225828078466
Villanueva, Adolfo Oreste Nicolas
http://lattes.cnpq.br/5790564606126478
dc.contributor.author.fl_str_mv Geller, Vitor Gustavo
dc.subject.por.fl_str_mv Chuva-vazão
Análise de sensibilidade
Modelo hidrodinâmico
Dimensionamento de redes de drenagem
Rainfall-runoff
Sensitivity analysis
Hydrodynamic model
Sizing of drainage networks
CNPQ::ENGENHARIAS::ENGENHARIA CIVIL
topic Chuva-vazão
Análise de sensibilidade
Modelo hidrodinâmico
Dimensionamento de redes de drenagem
Rainfall-runoff
Sensitivity analysis
Hydrodynamic model
Sizing of drainage networks
CNPQ::ENGENHARIAS::ENGENHARIA CIVIL
description The hydrodynamic models allow a better characterization of the flow in urban rainwater systems, including the backwater effects. Thus, when used in sizing, they produce more efficient and adequate solutions when compared to those obtained from traditional sizing, such as, for example, from the Manning equation. However, they make the process iterative, since changes in the network propagate both upstream and downstream causing each change to be evaluated individually. This work proposes the automatic method of sizing the drainage network called ECO-SWMM that uses the Storm Water Management Model (SWMM) for hydrodynamic calculation of the network following a set of sizing rules in accordance with the usual drainage calculation rules urban, based on the reports generated by each simulation by SWMM. On the other hand, the designers, due to the scarcity of information from the Brazilian watersheds, especially the urban ones, dimension the water runoff drainage system with input variables whose real values are uncertain, compromising the own design. Previous studies such as Allasia and Villanueva (2007) have already evaluated the impact of uncertainty using the cost of the network as an analysis variable, facilitating the understanding of the results by the responsible one. However, none of them evaluated the impact of uncertainty on a network dimensioned using hydrodynamic modeling, due to the complexity of its dimensioning. Thus, this work has the objective of evaluating the uncertainties in the estimation of the hydrological parameters (CN coefficient, watershed area, watershed concentration time and position of the rainfall peak) in the drainage network design using hydrodynamic modeling. The methodology consisted in varying each parameter individually for hydrological simulation in the Modelo Hidrológico Ecotecnologias (MHE), generating the inlet flows for each node of the network for hydraulic simulation in the SWMM by means of the proposed automatic method (ECO-SWMM), which in turn showed is effective for the design of networks that operate exclusively by gravity and with great potential to helping designers in the sizing of urban drainage. On the other hand, the results of the uncertainty analysis showed results similar to those obtained by Allasia and Villanueva (2007); however, with slightly lower values, indicating the use of hydrodynamic models, even in networks dimensioned by gravity, impacts positively in the reduction of uncertainty. The most sensitive parameter was the CN indicating that changes of 10% in its value, alter approximately 30% in the peak flow and 15% the costs. The watershed area and the watershed concentration time had similar results, presenting around 10% of change for peak flow and 5% of costs for typical changes of their values. Changes in the position of the rainfall peak did not significantly change the flows and cost of the network.
publishDate 2019
dc.date.none.fl_str_mv 2019-06-24T18:09:02Z
2019-06-24T18:09:02Z
2019-02-15
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://repositorio.ufsm.br/handle/1/17086
dc.identifier.dark.fl_str_mv ark:/26339/0013000005ks3
url http://repositorio.ufsm.br/handle/1/17086
identifier_str_mv ark:/26339/0013000005ks3
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv Attribution-NonCommercial-NoDerivatives 4.0 International
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Attribution-NonCommercial-NoDerivatives 4.0 International
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Santa Maria
Brasil
Engenharia Civil
UFSM
Programa de Pós-Graduação em Engenharia Civil
Centro de Tecnologia
publisher.none.fl_str_mv Universidade Federal de Santa Maria
Brasil
Engenharia Civil
UFSM
Programa de Pós-Graduação em Engenharia Civil
Centro de Tecnologia
dc.source.none.fl_str_mv reponame:Manancial - Repositório Digital da UFSM
instname:Universidade Federal de Santa Maria (UFSM)
instacron:UFSM
instname_str Universidade Federal de Santa Maria (UFSM)
instacron_str UFSM
institution UFSM
reponame_str Manancial - Repositório Digital da UFSM
collection Manancial - Repositório Digital da UFSM
repository.name.fl_str_mv Manancial - Repositório Digital da UFSM - Universidade Federal de Santa Maria (UFSM)
repository.mail.fl_str_mv atendimento.sib@ufsm.br||tedebc@gmail.com||manancial@ufsm.br
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