Mathematical Model with Pressure Constraints to Minimize Electric Energy Costs in the Operation of Hydraulic Pumps
Autor(a) principal: | |
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Data de Publicação: | 2023 |
Outros Autores: | , , |
Tipo de documento: | Artigo |
Idioma: | por |
Título da fonte: | Repositório Institucional da UNESP |
Texto Completo: | http://dx.doi.org/10.1109/TLA.2023.10068836 http://hdl.handle.net/11449/249800 |
Resumo: | Water supply systems are responsible for providing quality water to the population in sufficient quantity. As sanitation companies are major energy consumers of electrical power, they have a contract of power in which the cost of electricity varies according to the period of the day. Thus, for these companies, at peak times the price of electricity is much higher. Most of the expenditure on electricity in water supply systems is due to hydraulic pumps, which are activated when the level of the tanks reaches the minimum level and remain on until the maximum levels are reached, without taking into account the time where this operation is performed. This work proposes a mathematical model for the optimization of electricity costs in water supply systems through the planning of the operation of hydraulic pumps. Numerical tests were performed through the implementation of the proposed model in GAMS software and solved by the CPLEX optimization package for different demand scenarios, in order to validate the proposed model. A model that simulates the operation performed in the practice of water supply systems is also presented, and its results are compared to the proposed optimization model. The obtained results proof of the efficiency of hydraulic pumps operation planning provided by the proposed model in relation to the operation performed in practice in water supply systems. |
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Mathematical Model with Pressure Constraints to Minimize Electric Energy Costs in the Operation of Hydraulic PumpsElectricityhydraulic pumpsoptimizationwater supply systemsWater supply systems are responsible for providing quality water to the population in sufficient quantity. As sanitation companies are major energy consumers of electrical power, they have a contract of power in which the cost of electricity varies according to the period of the day. Thus, for these companies, at peak times the price of electricity is much higher. Most of the expenditure on electricity in water supply systems is due to hydraulic pumps, which are activated when the level of the tanks reaches the minimum level and remain on until the maximum levels are reached, without taking into account the time where this operation is performed. This work proposes a mathematical model for the optimization of electricity costs in water supply systems through the planning of the operation of hydraulic pumps. Numerical tests were performed through the implementation of the proposed model in GAMS software and solved by the CPLEX optimization package for different demand scenarios, in order to validate the proposed model. A model that simulates the operation performed in the practice of water supply systems is also presented, and its results are compared to the proposed optimization model. The obtained results proof of the efficiency of hydraulic pumps operation planning provided by the proposed model in relation to the operation performed in practice in water supply systems.Universidade Estadual Paulista Júlio de Mesquita Filho (Unesp) Programa de Pós-graduação em Engenharia Elétrica, São PauloUniversidade de São Paulo (USP) Instituto de Ciências Matematicas e de Computação, São PauloUniversidade Federal da Grande Dourados (UFGD), Mato Grosso do SulUniversidade Estadual Paulista Júlio de Mesquita Filho (Unesp) Faculdade de Ciências, São PauloUniversidade Estadual Paulista Júlio de Mesquita Filho (Unesp) Programa de Pós-graduação em Engenharia Elétrica, São PauloUniversidade Estadual Paulista Júlio de Mesquita Filho (Unesp) Faculdade de Ciências, São PauloUniversidade Estadual Paulista (UNESP)Universidade de São Paulo (USP)Universidade Federal da Grande Dourados (UFGD)Miquelin, Leticia Maria [UNESP]Santos, Maristela Oliveira DosMansano Furlan, MarcosSoler, Edilaine Martins [UNESP]2023-07-29T16:09:35Z2023-07-29T16:09:35Z2023-03-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article483-489http://dx.doi.org/10.1109/TLA.2023.10068836IEEE Latin America Transactions, v. 21, n. 3, p. 483-489, 2023.1548-0992http://hdl.handle.net/11449/24980010.1109/TLA.2023.100688362-s2.0-85151047169Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPporIEEE Latin America Transactionsinfo:eu-repo/semantics/openAccess2024-04-29T14:59:54Zoai:repositorio.unesp.br:11449/249800Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T22:40:20.464567Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
Mathematical Model with Pressure Constraints to Minimize Electric Energy Costs in the Operation of Hydraulic Pumps |
title |
Mathematical Model with Pressure Constraints to Minimize Electric Energy Costs in the Operation of Hydraulic Pumps |
spellingShingle |
Mathematical Model with Pressure Constraints to Minimize Electric Energy Costs in the Operation of Hydraulic Pumps Miquelin, Leticia Maria [UNESP] Electricity hydraulic pumps optimization water supply systems |
title_short |
Mathematical Model with Pressure Constraints to Minimize Electric Energy Costs in the Operation of Hydraulic Pumps |
title_full |
Mathematical Model with Pressure Constraints to Minimize Electric Energy Costs in the Operation of Hydraulic Pumps |
title_fullStr |
Mathematical Model with Pressure Constraints to Minimize Electric Energy Costs in the Operation of Hydraulic Pumps |
title_full_unstemmed |
Mathematical Model with Pressure Constraints to Minimize Electric Energy Costs in the Operation of Hydraulic Pumps |
title_sort |
Mathematical Model with Pressure Constraints to Minimize Electric Energy Costs in the Operation of Hydraulic Pumps |
author |
Miquelin, Leticia Maria [UNESP] |
author_facet |
Miquelin, Leticia Maria [UNESP] Santos, Maristela Oliveira Dos Mansano Furlan, Marcos Soler, Edilaine Martins [UNESP] |
author_role |
author |
author2 |
Santos, Maristela Oliveira Dos Mansano Furlan, Marcos Soler, Edilaine Martins [UNESP] |
author2_role |
author author author |
dc.contributor.none.fl_str_mv |
Universidade Estadual Paulista (UNESP) Universidade de São Paulo (USP) Universidade Federal da Grande Dourados (UFGD) |
dc.contributor.author.fl_str_mv |
Miquelin, Leticia Maria [UNESP] Santos, Maristela Oliveira Dos Mansano Furlan, Marcos Soler, Edilaine Martins [UNESP] |
dc.subject.por.fl_str_mv |
Electricity hydraulic pumps optimization water supply systems |
topic |
Electricity hydraulic pumps optimization water supply systems |
description |
Water supply systems are responsible for providing quality water to the population in sufficient quantity. As sanitation companies are major energy consumers of electrical power, they have a contract of power in which the cost of electricity varies according to the period of the day. Thus, for these companies, at peak times the price of electricity is much higher. Most of the expenditure on electricity in water supply systems is due to hydraulic pumps, which are activated when the level of the tanks reaches the minimum level and remain on until the maximum levels are reached, without taking into account the time where this operation is performed. This work proposes a mathematical model for the optimization of electricity costs in water supply systems through the planning of the operation of hydraulic pumps. Numerical tests were performed through the implementation of the proposed model in GAMS software and solved by the CPLEX optimization package for different demand scenarios, in order to validate the proposed model. A model that simulates the operation performed in the practice of water supply systems is also presented, and its results are compared to the proposed optimization model. The obtained results proof of the efficiency of hydraulic pumps operation planning provided by the proposed model in relation to the operation performed in practice in water supply systems. |
publishDate |
2023 |
dc.date.none.fl_str_mv |
2023-07-29T16:09:35Z 2023-07-29T16:09:35Z 2023-03-01 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://dx.doi.org/10.1109/TLA.2023.10068836 IEEE Latin America Transactions, v. 21, n. 3, p. 483-489, 2023. 1548-0992 http://hdl.handle.net/11449/249800 10.1109/TLA.2023.10068836 2-s2.0-85151047169 |
url |
http://dx.doi.org/10.1109/TLA.2023.10068836 http://hdl.handle.net/11449/249800 |
identifier_str_mv |
IEEE Latin America Transactions, v. 21, n. 3, p. 483-489, 2023. 1548-0992 10.1109/TLA.2023.10068836 2-s2.0-85151047169 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.none.fl_str_mv |
IEEE Latin America Transactions |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
483-489 |
dc.source.none.fl_str_mv |
Scopus reponame:Repositório Institucional da UNESP instname:Universidade Estadual Paulista (UNESP) instacron:UNESP |
instname_str |
Universidade Estadual Paulista (UNESP) |
instacron_str |
UNESP |
institution |
UNESP |
reponame_str |
Repositório Institucional da UNESP |
collection |
Repositório Institucional da UNESP |
repository.name.fl_str_mv |
Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP) |
repository.mail.fl_str_mv |
|
_version_ |
1808129449387884544 |