An MINLP model for the minimization of installation and operational costs in water distribution networks

Detalhes bibliográficos
Autor(a) principal: Cassiolato, Gustavo Henrique Batista
Data de Publicação: 2022
Outros Autores: Carvalho, Esdras Penêdo de, Ravagnani, Mauro Antonio da Silva Sá
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Acta scientiarum. Technology (Online)
Texto Completo: http://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/59993
Resumo: Water Distribution Networks (WDN) are important systems for industrial processes and urban centers. WDN can be formed by reservoirs, pipes, nodes, loops, and pumps and its complete design can be formulated as an optimization problem. The majority of published papers in the open literature use meta-heuristics for problem solution, as well as hydraulic simulators to calculate pressures and velocities. In the present study, a Mixed Integer Non-Linear Programming (MINLP) model was developed to the synthesis of WDN considering the minimization of the WDN total cost, given by the sum of installation and operational costs, which is the novelty in the paper. All the hydraulic calculations were included in the model (mass and energy balances and velocity and pressure upper and lower bounds), avoiding the use of additional software. Reformulation techniques are applied to the model considering the use of logarithms and disjunctive programming. Two case studies extracted from real WDN were used to test the model and global optimization techniques were employed to achieve the results. The results obtained show that the operational costs play an important role in the WDN system design.
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spelling An MINLP model for the minimization of installation and operational costs in water distribution networksAn MINLP model for the minimization of installation and operational costs in water distribution networkswater distribution networks; optimization; mathematical programming; disjunctive programming; MINLPwater distribution networks; optimization; mathematical programming; disjunctive programming; MINLPWater Distribution Networks (WDN) are important systems for industrial processes and urban centers. WDN can be formed by reservoirs, pipes, nodes, loops, and pumps and its complete design can be formulated as an optimization problem. The majority of published papers in the open literature use meta-heuristics for problem solution, as well as hydraulic simulators to calculate pressures and velocities. In the present study, a Mixed Integer Non-Linear Programming (MINLP) model was developed to the synthesis of WDN considering the minimization of the WDN total cost, given by the sum of installation and operational costs, which is the novelty in the paper. All the hydraulic calculations were included in the model (mass and energy balances and velocity and pressure upper and lower bounds), avoiding the use of additional software. Reformulation techniques are applied to the model considering the use of logarithms and disjunctive programming. Two case studies extracted from real WDN were used to test the model and global optimization techniques were employed to achieve the results. The results obtained show that the operational costs play an important role in the WDN system design.Water Distribution Networks (WDN) are important systems for industrial processes and urban centers. WDN can be formed by reservoirs, pipes, nodes, loops, and pumps and its complete design can be formulated as an optimization problem. The majority of published papers in the open literature use meta-heuristics for problem solution, as well as hydraulic simulators to calculate pressures and velocities. In the present study, a Mixed Integer Non-Linear Programming (MINLP) model was developed to the synthesis of WDN considering the minimization of the WDN total cost, given by the sum of installation and operational costs, which is the novelty in the paper. All the hydraulic calculations were included in the model (mass and energy balances and velocity and pressure upper and lower bounds), avoiding the use of additional software. Reformulation techniques are applied to the model considering the use of logarithms and disjunctive programming. Two case studies extracted from real WDN were used to test the model and global optimization techniques were employed to achieve the results. The results obtained show that the operational costs play an important role in the WDN system design.Universidade Estadual De Maringá2022-12-19info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/5999310.4025/actascitechnol.v45i1.59993Acta Scientiarum. Technology; Vol 45 (2023): Publicação contínua; e59993Acta Scientiarum. Technology; v. 45 (2023): Publicação contínua; e599931806-25631807-8664reponame:Acta scientiarum. Technology (Online)instname:Universidade Estadual de Maringá (UEM)instacron:UEMenghttp://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/59993/751375155203Copyright (c) 2023 Acta Scientiarum. Technologyhttp://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessCassiolato, Gustavo Henrique Batista Carvalho, Esdras Penêdo de Ravagnani, Mauro Antonio da Silva Sá 2023-01-31T19:04:17Zoai:periodicos.uem.br/ojs:article/59993Revistahttps://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/indexPUBhttps://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/oai||actatech@uem.br1807-86641806-2563opendoar:2023-01-31T19:04:17Acta scientiarum. Technology (Online) - Universidade Estadual de Maringá (UEM)false
dc.title.none.fl_str_mv An MINLP model for the minimization of installation and operational costs in water distribution networks
An MINLP model for the minimization of installation and operational costs in water distribution networks
title An MINLP model for the minimization of installation and operational costs in water distribution networks
spellingShingle An MINLP model for the minimization of installation and operational costs in water distribution networks
Cassiolato, Gustavo Henrique Batista
water distribution networks; optimization; mathematical programming; disjunctive programming; MINLP
water distribution networks; optimization; mathematical programming; disjunctive programming; MINLP
title_short An MINLP model for the minimization of installation and operational costs in water distribution networks
title_full An MINLP model for the minimization of installation and operational costs in water distribution networks
title_fullStr An MINLP model for the minimization of installation and operational costs in water distribution networks
title_full_unstemmed An MINLP model for the minimization of installation and operational costs in water distribution networks
title_sort An MINLP model for the minimization of installation and operational costs in water distribution networks
author Cassiolato, Gustavo Henrique Batista
author_facet Cassiolato, Gustavo Henrique Batista
Carvalho, Esdras Penêdo de
Ravagnani, Mauro Antonio da Silva Sá
author_role author
author2 Carvalho, Esdras Penêdo de
Ravagnani, Mauro Antonio da Silva Sá
author2_role author
author
dc.contributor.author.fl_str_mv Cassiolato, Gustavo Henrique Batista
Carvalho, Esdras Penêdo de
Ravagnani, Mauro Antonio da Silva Sá
dc.subject.por.fl_str_mv water distribution networks; optimization; mathematical programming; disjunctive programming; MINLP
water distribution networks; optimization; mathematical programming; disjunctive programming; MINLP
topic water distribution networks; optimization; mathematical programming; disjunctive programming; MINLP
water distribution networks; optimization; mathematical programming; disjunctive programming; MINLP
description Water Distribution Networks (WDN) are important systems for industrial processes and urban centers. WDN can be formed by reservoirs, pipes, nodes, loops, and pumps and its complete design can be formulated as an optimization problem. The majority of published papers in the open literature use meta-heuristics for problem solution, as well as hydraulic simulators to calculate pressures and velocities. In the present study, a Mixed Integer Non-Linear Programming (MINLP) model was developed to the synthesis of WDN considering the minimization of the WDN total cost, given by the sum of installation and operational costs, which is the novelty in the paper. All the hydraulic calculations were included in the model (mass and energy balances and velocity and pressure upper and lower bounds), avoiding the use of additional software. Reformulation techniques are applied to the model considering the use of logarithms and disjunctive programming. Two case studies extracted from real WDN were used to test the model and global optimization techniques were employed to achieve the results. The results obtained show that the operational costs play an important role in the WDN system design.
publishDate 2022
dc.date.none.fl_str_mv 2022-12-19
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 http://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/59993
10.4025/actascitechnol.v45i1.59993
url http://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/59993
identifier_str_mv 10.4025/actascitechnol.v45i1.59993
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv http://www.periodicos.uem.br/ojs/index.php/ActaSciTechnol/article/view/59993/751375155203
dc.rights.driver.fl_str_mv Copyright (c) 2023 Acta Scientiarum. Technology
http://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2023 Acta Scientiarum. Technology
http://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Estadual De Maringá
publisher.none.fl_str_mv Universidade Estadual De Maringá
dc.source.none.fl_str_mv Acta Scientiarum. Technology; Vol 45 (2023): Publicação contínua; e59993
Acta Scientiarum. Technology; v. 45 (2023): Publicação contínua; e59993
1806-2563
1807-8664
reponame:Acta scientiarum. Technology (Online)
instname:Universidade Estadual de Maringá (UEM)
instacron:UEM
instname_str Universidade Estadual de Maringá (UEM)
instacron_str UEM
institution UEM
reponame_str Acta scientiarum. Technology (Online)
collection Acta scientiarum. Technology (Online)
repository.name.fl_str_mv Acta scientiarum. Technology (Online) - Universidade Estadual de Maringá (UEM)
repository.mail.fl_str_mv ||actatech@uem.br
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