Modelo para o combate a crises de abastecimento urbano de água

Bibliographic Details
Main Author: Silva, Welitom Ttatom Pereira
Publication Date: 2013
Other Authors: Souza, Marco Antonio Almeida
Format: Article
Language: por
Source: P@ranoá
Download full: https://periodicos.unb.br/index.php/paranoa/article/view/10640
Summary: The objective of this research is to contribute to the planning for facing crisis in urban water supply (CUWS). To achieving this goal, a combination of artificial intelligence techniques and Multiple Criteria Decision Aid (MCDA) was proposed. The development of computational tools (software) to assist the process of decision making and their application to a case study are parts of the scope of the research proposal. The following results were obtained in this research: (i) the knowledge of possible design guidelines for solving CUWS cases; (ii) the knowledge of factors influencing CUWS; (iii) the development of a hybrid model of decision analysis, called CUWS-SAD, based on the principles of vector similarity, knowledge-based systems (expert systems) and on the use of MCDA. The quality assessment of the developed models indicated concordance index of 56%, and that improvements in the models can be obtained through enhancement in the quality and quantity of the input data. The conclusions of the research indicate that the proposed approach for the problem treatment can be considered adequate. However, problems to attain knowledge of human experts suggest further investigations.
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spelling Modelo para o combate a crises de abastecimento urbano de águaÁgua urbanaAbastecimento de águaEscassez hídricaTomada de decisãoUrban waterWater supplyWater scarcityDecision-makingThe objective of this research is to contribute to the planning for facing crisis in urban water supply (CUWS). To achieving this goal, a combination of artificial intelligence techniques and Multiple Criteria Decision Aid (MCDA) was proposed. The development of computational tools (software) to assist the process of decision making and their application to a case study are parts of the scope of the research proposal. The following results were obtained in this research: (i) the knowledge of possible design guidelines for solving CUWS cases; (ii) the knowledge of factors influencing CUWS; (iii) the development of a hybrid model of decision analysis, called CUWS-SAD, based on the principles of vector similarity, knowledge-based systems (expert systems) and on the use of MCDA. The quality assessment of the developed models indicated concordance index of 56%, and that improvements in the models can be obtained through enhancement in the quality and quantity of the input data. The conclusions of the research indicate that the proposed approach for the problem treatment can be considered adequate. However, problems to attain knowledge of human experts suggest further investigations.A pesquisa realizada tem o objetivo de apresentar uma contribuição para o planejamento do enfrentamento de crise no abastecimento urbano de água (CAUA). Para isso foi proposta uma combinação de técnicas de inteligência artificial e metodologias multicriteriais de apoio à decisão (MCDA). Faz parte do escopo da pesquisa o desenvolvimento de ferramentas computacionais (software) para auxiliar o processo de tomada de decisão e a realização de um estudo de caso. Os resultados encontrados foram os seguintes: (i) o conhecimento de possíveis diretrizes de projeto para solução de casos de CAUA; (ii) o conhecimento de fatores influentes na CAUA; (iii) o desenvolvimento de um modelo híbrido de análise de decisão, denominado de CAUA-SAD, baseado nos princípios de similaridade vetorial, de sistemas baseados em conhecimento (sistemas especialistas) e no uso das MCDA. A avaliação da qualidade dos modelos desenvolvidos indicou uma concordância de 56%, e que melhorias nos modelos podem ser obtidas por meio de refinamento nos dados de entrada. As conclusões da pesquisa indicam que a abordagem adotada para o tratamento do problema pode ser considerada adequada. No entanto, problemas para a obtenção do conhecimento de especialistas humanos sugerem a continuidade dos estudos.Programa de Pós-graduação em Arquitetura e Urbanismo, Faculdade de Arquitetura e Urbanismo2013-12-31info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://periodicos.unb.br/index.php/paranoa/article/view/1064010.18830/issn.1679-0944.n10.2013.12127Paranoá; Vol. 6 No. 10 (2013): Água & Sociedade; 95-104Paranoá; v. 6 n. 10 (2013): Água & Sociedade; 95-1041679-09441677-7395reponame:P@ranoáinstname:Universidade de Brasília (UnB)instacron:UNBporhttps://periodicos.unb.br/index.php/paranoa/article/view/10640/9365Silva, Welitom Ttatom PereiraSouza, Marco Antonio Almeidainfo:eu-repo/semantics/openAccess2024-02-07T13:17:34Zoai:ojs.pkp.sfu.ca:article/10640Revistahttps://periodicos.unb.br/index.php/paranoaPUBhttps://periodicos.unb.br/index.php/paranoa/oaiparanoa@unb.br1679-09441677-7395opendoar:2024-02-07T13:17:34P@ranoá - Universidade de Brasília (UnB)false
dc.title.none.fl_str_mv Modelo para o combate a crises de abastecimento urbano de água
title Modelo para o combate a crises de abastecimento urbano de água
spellingShingle Modelo para o combate a crises de abastecimento urbano de água
Silva, Welitom Ttatom Pereira
Água urbana
Abastecimento de água
Escassez hídrica
Tomada de decisão
Urban water
Water supply
Water scarcity
Decision-making
title_short Modelo para o combate a crises de abastecimento urbano de água
title_full Modelo para o combate a crises de abastecimento urbano de água
title_fullStr Modelo para o combate a crises de abastecimento urbano de água
title_full_unstemmed Modelo para o combate a crises de abastecimento urbano de água
title_sort Modelo para o combate a crises de abastecimento urbano de água
author Silva, Welitom Ttatom Pereira
author_facet Silva, Welitom Ttatom Pereira
Souza, Marco Antonio Almeida
author_role author
author2 Souza, Marco Antonio Almeida
author2_role author
dc.contributor.author.fl_str_mv Silva, Welitom Ttatom Pereira
Souza, Marco Antonio Almeida
dc.subject.por.fl_str_mv Água urbana
Abastecimento de água
Escassez hídrica
Tomada de decisão
Urban water
Water supply
Water scarcity
Decision-making
topic Água urbana
Abastecimento de água
Escassez hídrica
Tomada de decisão
Urban water
Water supply
Water scarcity
Decision-making
description The objective of this research is to contribute to the planning for facing crisis in urban water supply (CUWS). To achieving this goal, a combination of artificial intelligence techniques and Multiple Criteria Decision Aid (MCDA) was proposed. The development of computational tools (software) to assist the process of decision making and their application to a case study are parts of the scope of the research proposal. The following results were obtained in this research: (i) the knowledge of possible design guidelines for solving CUWS cases; (ii) the knowledge of factors influencing CUWS; (iii) the development of a hybrid model of decision analysis, called CUWS-SAD, based on the principles of vector similarity, knowledge-based systems (expert systems) and on the use of MCDA. The quality assessment of the developed models indicated concordance index of 56%, and that improvements in the models can be obtained through enhancement in the quality and quantity of the input data. The conclusions of the research indicate that the proposed approach for the problem treatment can be considered adequate. However, problems to attain knowledge of human experts suggest further investigations.
publishDate 2013
dc.date.none.fl_str_mv 2013-12-31
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://periodicos.unb.br/index.php/paranoa/article/view/10640
10.18830/issn.1679-0944.n10.2013.12127
url https://periodicos.unb.br/index.php/paranoa/article/view/10640
identifier_str_mv 10.18830/issn.1679-0944.n10.2013.12127
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://periodicos.unb.br/index.php/paranoa/article/view/10640/9365
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Programa de Pós-graduação em Arquitetura e Urbanismo, Faculdade de Arquitetura e Urbanismo
publisher.none.fl_str_mv Programa de Pós-graduação em Arquitetura e Urbanismo, Faculdade de Arquitetura e Urbanismo
dc.source.none.fl_str_mv Paranoá; Vol. 6 No. 10 (2013): Água & Sociedade; 95-104
Paranoá; v. 6 n. 10 (2013): Água & Sociedade; 95-104
1679-0944
1677-7395
reponame:P@ranoá
instname:Universidade de Brasília (UnB)
instacron:UNB
instname_str Universidade de Brasília (UnB)
instacron_str UNB
institution UNB
reponame_str P@ranoá
collection P@ranoá
repository.name.fl_str_mv P@ranoá - Universidade de Brasília (UnB)
repository.mail.fl_str_mv paranoa@unb.br
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