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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Online Access: | https://www.scielo.br/j/ambiagua/a/vY3SBpdD8PY9PPNRjTVTSMH/?lang=en |
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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 |
work_keys_str_mv |
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