Selection of a mathematical model through the AHP methodology to model green roofs in Colombia

Green roofs (GR) are engineering structures that stores rainwater as an alternative for urban stormwater management. This research is carried out to select a mathematical model to simulate the experimental TV dynamics from Bogotá, improving the decision-making process regarding GR real implementatio...

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Autores:
Tipo de recurso:
Fecha de publicación:
2018
Institución:
Universidad Pedagógica y Tecnológica de Colombia
Repositorio:
RiUPTC: Repositorio Institucional UPTC
Idioma:
spa
OAI Identifier:
oai:repositorio.uptc.edu.co:001/12303
Acceso en línea:
https://revistas.uptc.edu.co/index.php/ingenieria_sogamoso/article/view/11877
https://repositorio.uptc.edu.co/handle/001/12303
Palabra clave:
Runoff
AHP methodology
mathematical modeling
green roofs
escorrentía
metodología AHP
modelación matemática
techos verdes
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License
http://purl.org/coar/access_right/c_abf8
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dc.title.en-US.fl_str_mv Selection of a mathematical model through the AHP methodology to model green roofs in Colombia
dc.title.es-ES.fl_str_mv Modelación matemática de techos verdes en colombia: selección de un modelo mediante la metodología AHP
title Selection of a mathematical model through the AHP methodology to model green roofs in Colombia
spellingShingle Selection of a mathematical model through the AHP methodology to model green roofs in Colombia
Runoff
AHP methodology
mathematical modeling
green roofs
escorrentía
metodología AHP
modelación matemática
techos verdes
title_short Selection of a mathematical model through the AHP methodology to model green roofs in Colombia
title_full Selection of a mathematical model through the AHP methodology to model green roofs in Colombia
title_fullStr Selection of a mathematical model through the AHP methodology to model green roofs in Colombia
title_full_unstemmed Selection of a mathematical model through the AHP methodology to model green roofs in Colombia
title_sort Selection of a mathematical model through the AHP methodology to model green roofs in Colombia
dc.subject.en-US.fl_str_mv Runoff
AHP methodology
mathematical modeling
green roofs
topic Runoff
AHP methodology
mathematical modeling
green roofs
escorrentía
metodología AHP
modelación matemática
techos verdes
dc.subject.es-ES.fl_str_mv escorrentía
metodología AHP
modelación matemática
techos verdes
description Green roofs (GR) are engineering structures that stores rainwater as an alternative for urban stormwater management. This research is carried out to select a mathematical model to simulate the experimental TV dynamics from Bogotá, improving the decision-making process regarding GR real implementation in intertropical urban areas of Colombia that considers meteorological, substrate and design variables. A hierarchical analytical method (AHP) is used to select the model for simulating GR. The AHP is a matrix technique that allows a decision-making process based on expert criteria in order to decrease the bias of subjectivity during the assessment. First, a bibliographic review is made to identify GR models to be evaluated: SWAM, SWMM 5.1, HYDRUS 1-D, SWAP, SWMS 2-D, MIKE URBAN, WinSLAMM and SUSTAIN. Then, each model performance is qualified with respect to the selection criteria (Input data, attributes, and output). The value judgments issued by the experts are used to develop paired matrices with the AHP methodology to obtain the model that best meets the selection criteria. The model EPA-SWMM 5.1 is found to comply with the proposed requirements for modeling GR in Colombia. SWMM is a free software that has a SUDS module and allows continuous events simulation, among other variables. A hierarchical list is developed for other modeling user ́s decision according to their GR modeling needs.
publishDate 2018
dc.date.accessioned.none.fl_str_mv 2024-07-05T18:48:02Z
dc.date.available.none.fl_str_mv 2024-07-05T18:48:02Z
dc.date.none.fl_str_mv 2018-07-01
dc.type.none.fl_str_mv info:eu-repo/semantics/article
dc.type.coar.fl_str_mv http://purl.org/coar/resource_type/c_2df8fbb1
dc.type.coarversion.fl_str_mv http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.coarversion.spa.fl_str_mv http://purl.org/coar/version/c_970fb48d4fbd8a91
dc.identifier.none.fl_str_mv https://revistas.uptc.edu.co/index.php/ingenieria_sogamoso/article/view/11877
10.19053/1900771X.v18.n2.2018.11877
dc.identifier.uri.none.fl_str_mv https://repositorio.uptc.edu.co/handle/001/12303
url https://revistas.uptc.edu.co/index.php/ingenieria_sogamoso/article/view/11877
https://repositorio.uptc.edu.co/handle/001/12303
identifier_str_mv 10.19053/1900771X.v18.n2.2018.11877
dc.language.none.fl_str_mv spa
dc.language.iso.none.fl_str_mv spa
language spa
dc.relation.none.fl_str_mv https://revistas.uptc.edu.co/index.php/ingenieria_sogamoso/article/view/11877/9760
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.rights.coar.spa.fl_str_mv http://purl.org/coar/access_right/c_abf8
rights_invalid_str_mv http://purl.org/coar/access_right/c_abf8
http://purl.org/coar/access_right/c_abf2
dc.format.none.fl_str_mv application/pdf
dc.publisher.es-ES.fl_str_mv Universidad Pedagógica y Tecnológica de Colombia - UPTC
dc.source.en-US.fl_str_mv Ingeniería Investigación y Desarrollo; Vol. 18 No. 2 (2018): Ingeniería, Investigación y Desarrollo; 35-46
dc.source.es-ES.fl_str_mv Ingeniería Investigación y Desarrollo; Vol. 18 Núm. 2 (2018): Julio - Diciembre; 35-46
dc.source.none.fl_str_mv 2422-4324
1900-771X
institution Universidad Pedagógica y Tecnológica de Colombia
repository.name.fl_str_mv Repositorio Institucional UPTC
repository.mail.fl_str_mv repositorio.uptc@uptc.edu.co
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spelling 2018-07-012024-07-05T18:48:02Z2024-07-05T18:48:02Zhttps://revistas.uptc.edu.co/index.php/ingenieria_sogamoso/article/view/1187710.19053/1900771X.v18.n2.2018.11877https://repositorio.uptc.edu.co/handle/001/12303Green roofs (GR) are engineering structures that stores rainwater as an alternative for urban stormwater management. This research is carried out to select a mathematical model to simulate the experimental TV dynamics from Bogotá, improving the decision-making process regarding GR real implementation in intertropical urban areas of Colombia that considers meteorological, substrate and design variables. A hierarchical analytical method (AHP) is used to select the model for simulating GR. The AHP is a matrix technique that allows a decision-making process based on expert criteria in order to decrease the bias of subjectivity during the assessment. First, a bibliographic review is made to identify GR models to be evaluated: SWAM, SWMM 5.1, HYDRUS 1-D, SWAP, SWMS 2-D, MIKE URBAN, WinSLAMM and SUSTAIN. Then, each model performance is qualified with respect to the selection criteria (Input data, attributes, and output). The value judgments issued by the experts are used to develop paired matrices with the AHP methodology to obtain the model that best meets the selection criteria. The model EPA-SWMM 5.1 is found to comply with the proposed requirements for modeling GR in Colombia. SWMM is a free software that has a SUDS module and allows continuous events simulation, among other variables. A hierarchical list is developed for other modeling user ́s decision according to their GR modeling needs.Los techos verdes (TV) son estructuras que almacenan aguas lluvia, convirtiéndose en una alternativa para el manejo de la escorrentía urbana. Esta investigación se realiza con el fin de seleccionar un modelo matemático para que posteriormente simule la dinámica de TV experimentales construidos en Bogotá, mejorando el proceso de toma de decisiones frente a su implementación en zonas urbanas intertropicales de Colombia al considerar variables meteorológicas, del sustrato y de diseño. Para realizar la selección se empleó la metodología Procesos Analíticos Jerárquicos (AHP por sus siglas en inglés), técnica que emplea operaciones matriciales para tomar decisiones basadas en juicios de valor establecidas por expertos disminuyendo el sesgo generado por la subjetividad de la evaluación. Inicialmente se realiza una consulta bibliográfica determinando modelos matemáticos empleados en la modelación de TV, estos son: SWAM, SWMM 5.1, HYDRUS 1-D, SWAP, SWMS 2-D, MIKE URBAN, WinSLAMM Y SUSTAIN. Posteriormente se califica el desempeño individual de los modelos respecto a tres criterios de selección (datos de entrada, atributos y datos de salida). Esta calificación es evaluada por expertos en hidrología urbana o en Sistemas Urbanos de Drenaje Sostenible (SUDS). Los juicios de valor emitidos por los expertos se utilizan para elaborar matrices pareadas con la metodología AHP, indicando el modelo que mejor cumple los criterios de selección. Se obtuvo que el modelo EPA-SWMM 5.1 cumple satisfactoriamente los requerimientos para modelar techos verdes en Colombia dado que es un software libre, cuenta con un módulo de SUDS, permite modelar eventos de lluvia continuos, entre otras variables. Se desarrolla una lista en orden jerárquico que otros autores podrían usar para seleccionar el modelo que mejor se ajuste a sus necesidades de modelación en TV para condiciones colombianas.application/pdfspaspaUniversidad Pedagógica y Tecnológica de Colombia - UPTChttps://revistas.uptc.edu.co/index.php/ingenieria_sogamoso/article/view/11877/9760Ingeniería Investigación y Desarrollo; Vol. 18 No. 2 (2018): Ingeniería, Investigación y Desarrollo; 35-46Ingeniería Investigación y Desarrollo; Vol. 18 Núm. 2 (2018): Julio - Diciembre; 35-462422-43241900-771XRunoffAHP methodologymathematical modelinggreen roofsescorrentíametodología AHPmodelación matemáticatechos verdesSelection of a mathematical model through the AHP methodology to model green roofs in ColombiaModelación matemática de techos verdes en colombia: selección de un modelo mediante la metodología AHPinfo:eu-repo/semantics/articlehttp://purl.org/coar/resource_type/c_2df8fbb1http://purl.org/coar/version/c_970fb48d4fbd8a91http://purl.org/coar/version/c_970fb48d4fbd8a85http://purl.org/coar/access_right/c_abf8http://purl.org/coar/access_right/c_abf2Tabares Catimay, JenifferGallo Martínez, Laura MarelyMancipe, Néstor Alonso001/12303oai:repositorio.uptc.edu.co:001/123032025-07-18 11:25:29.345metadata.onlyhttps://repositorio.uptc.edu.coRepositorio Institucional UPTCrepositorio.uptc@uptc.edu.co