A hybrid approach associating flow network modeling with AHP-Entropy for simulating and ranking water-demand management alternatives

In view of the water crises historically experienced by Brazil’s semi-arid region, it is necessary to search for methodological tools that allow us to propose efficient alternatives for managing water demand. In this regard, the present study developed and applied a hybrid approach of flow network m...

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Main Authors: Matheus Duarte de Araújo, Rui de Oliveira
Format: Article
Language:English
Published: Instituto de Pesquisas Ambientais em Bacias Hidrográficas (IPABHi) 2021-04-01
Series:Revista Ambiente & Água
Subjects:
Online Access:https://www.scielo.br/j/ambiagua/a/vY3SBpdD8PY9PPNRjTVTSMH/?lang=en
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spelling doaj-3ba270b657a34e33a6cf153e7c70e0082021-05-27T20:00:06ZengInstituto de Pesquisas Ambientais em Bacias Hidrográficas (IPABHi)Revista Ambiente & Água1980-993X2021-04-0116211410.4136/ambi-agua.2627A hybrid approach associating flow network modeling with AHP-Entropy for simulating and ranking water-demand management alternativesMatheus Duarte de Araújo0https://orcid.org/0000-0002-4969-3966Rui de Oliveira1https://orcid.org/0000-0002-1972-9809Centro de Ciências e Tecnologia. Departamento de Engenharia Sanitária e Ambiental. Universidade Estadual da Paraíba (UEPB), Rua Baraúnas, n° 351, CEP: 58429-500, Campina Grande, PB, Brazil. Centro de Ciências e Tecnologia. Departamento de Engenharia Sanitária e Ambiental. Universidade Estadual da Paraíba (UEPB), Rua Baraúnas, n° 351, CEP: 58429-500, Campina Grande, PB, Brazil. In view of the water crises historically experienced by Brazil’s semi-arid region, it is necessary to search for methodological tools that allow us to propose efficient alternatives for managing water demand. In this regard, the present study developed and applied a hybrid approach of flow network modeling and the Analytic Hierarchy Process (AHP) combined with Shannon’s entropy for simulating and prioritizing water demand management alternatives in the Epitácio Pessoa Reservoir in the Brazilian semiarid region. The approach initially performed simulations of the hydro system flow network to explore rational alternatives that evaluated the following criteria: meet the demands of human supply, meet the demands for irrigation, maintain the reservoir above the target volume, and reduce consumption. Subsequently, Shannon's entropy was used to assess the importance of the criteria and the multicriteria analysis of ranking of alternatives was built. Finally, a sensitivity analysis of the model was performed regarding the dependence on respective weights of the criteria. The results made enabled evaluation of the hydro system’s water security, highlighting insufficient supply by the single measure of water management transposition of the São Francisco River, and based on the hierarchy of alternatives, suggesting actions to improve the sustainability of water use, such as reuse of water, reduction of losses in supply systems and increasing irrigation efficiency. The proposed hybrid approach permitted the synthesis of the simulation’s results, which may simplify and support the decision-making process in water-demand management. https://www.scielo.br/j/ambiagua/a/vY3SBpdD8PY9PPNRjTVTSMH/?lang=enahp-entropyconsumption reductionflow networkwater demand management
collection DOAJ
language English
format Article
sources DOAJ
author Matheus Duarte de Araújo
Rui de Oliveira
spellingShingle Matheus Duarte de Araújo
Rui de Oliveira
A hybrid approach associating flow network modeling with AHP-Entropy for simulating and ranking water-demand management alternatives
Revista Ambiente & Água
ahp-entropy
consumption reduction
flow network
water demand management
author_facet Matheus Duarte de Araújo
Rui de Oliveira
author_sort Matheus Duarte de Araújo
title A hybrid approach associating flow network modeling with AHP-Entropy for simulating and ranking water-demand management alternatives
title_short A hybrid approach associating flow network modeling with AHP-Entropy for simulating and ranking water-demand management alternatives
title_full A hybrid approach associating flow network modeling with AHP-Entropy for simulating and ranking water-demand management alternatives
title_fullStr A hybrid approach associating flow network modeling with AHP-Entropy for simulating and ranking water-demand management alternatives
title_full_unstemmed A hybrid approach associating flow network modeling with AHP-Entropy for simulating and ranking water-demand management alternatives
title_sort hybrid approach associating flow network modeling with ahp-entropy for simulating and ranking water-demand management alternatives
publisher Instituto de Pesquisas Ambientais em Bacias Hidrográficas (IPABHi)
series Revista Ambiente & Água
issn 1980-993X
publishDate 2021-04-01
description In view of the water crises historically experienced by Brazil’s semi-arid region, it is necessary to search for methodological tools that allow us to propose efficient alternatives for managing water demand. In this regard, the present study developed and applied a hybrid approach of flow network modeling and the Analytic Hierarchy Process (AHP) combined with Shannon’s entropy for simulating and prioritizing water demand management alternatives in the Epitácio Pessoa Reservoir in the Brazilian semiarid region. The approach initially performed simulations of the hydro system flow network to explore rational alternatives that evaluated the following criteria: meet the demands of human supply, meet the demands for irrigation, maintain the reservoir above the target volume, and reduce consumption. Subsequently, Shannon's entropy was used to assess the importance of the criteria and the multicriteria analysis of ranking of alternatives was built. Finally, a sensitivity analysis of the model was performed regarding the dependence on respective weights of the criteria. The results made enabled evaluation of the hydro system’s water security, highlighting insufficient supply by the single measure of water management transposition of the São Francisco River, and based on the hierarchy of alternatives, suggesting actions to improve the sustainability of water use, such as reuse of water, reduction of losses in supply systems and increasing irrigation efficiency. The proposed hybrid approach permitted the synthesis of the simulation’s results, which may simplify and support the decision-making process in water-demand management.
topic ahp-entropy
consumption reduction
flow network
water demand management
url https://www.scielo.br/j/ambiagua/a/vY3SBpdD8PY9PPNRjTVTSMH/?lang=en
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