An optimal control problem applied to a wastewater treatment plant
Autor(a) principal: | |
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Data de Publicação: | 2022 |
Outros Autores: | , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | https://hdl.handle.net/1822/88986 |
Resumo: | This paper aims to present a mathematical model that describes the operation of an activated sludge system during one day. Such system is used in the majority of wastewater treatment plants and depends strongly on the dissolved oxygen, since it is a biological treatment. To guarantee the appropriate amount of dissolved oxygen, expensive aeration strategies are demanded, leading to high costs in terms of energy consumption. It was considered a typical domestic effluent as the wastewater to test the mathematical model and it was used the ASM1 to describe the activated sludge behaviour. An optimal control problem was formulated whose cost functional considers the trade-off between the minimization of the control variable herein considered (the dissolved oxygen) and the quality index that is the amount of pollution. The optimal control problem is treated as a nonlinear optimization problem after discretization by direct methods. The problem was then coded in the AMPL programming language in order to carry out numerical simulations using the NLP solver IPOPT from NEOS Server. |
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An optimal control problem applied to a wastewater treatment plantOptimal controlWastewaterOptimizationNonlinear optimizationActivated sludgeWasteater treatment plantEngenharia e Tecnologia::Engenharia do AmbienteScience & TechnologyIndústria, inovação e infraestruturasThis paper aims to present a mathematical model that describes the operation of an activated sludge system during one day. Such system is used in the majority of wastewater treatment plants and depends strongly on the dissolved oxygen, since it is a biological treatment. To guarantee the appropriate amount of dissolved oxygen, expensive aeration strategies are demanded, leading to high costs in terms of energy consumption. It was considered a typical domestic effluent as the wastewater to test the mathematical model and it was used the ASM1 to describe the activated sludge behaviour. An optimal control problem was formulated whose cost functional considers the trade-off between the minimization of the control variable herein considered (the dissolved oxygen) and the quality index that is the amount of pollution. The optimal control problem is treated as a nonlinear optimization problem after discretization by direct methods. The problem was then coded in the AMPL programming language in order to carry out numerical simulations using the NLP solver IPOPT from NEOS Server.This research has been supported by FCT – Fundação para a Ciência e Tecnologia: UIDB/04106/2020 and UIDP/04106/2020 through CIDMA – Center for Research and Development in Mathematics and Applications (Rodrigues), and UIDB/00319/2020 through ALGORITMI R&D Center (Monteiro and Espírito Santo).American Institute of Mathematical Sciences (AIMS)Universidade do MinhoMonteiro, M. Teresa T.Espírito Santo, I. A. C. P.Rodrigues, Helena Sofia2022-032022-03-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/1822/88986engM. Teresa T. Monteiro, Isabel Espírito Santo, Helena Sofia Rodrigues. An optimal control problem applied to a wastewater treatment plant. Discrete and Continuous Dynamical Systems - S, 2022, 15(3): 587-601. doi: 10.3934/dcdss.20211531937-117910.3934/dcdss.2021153https://www.aimsciences.org/article/doi/10.3934/dcdss.2021153info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-03-02T01:19:00Zoai:repositorium.sdum.uminho.pt:1822/88986Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:11:05.941563Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse |
dc.title.none.fl_str_mv |
An optimal control problem applied to a wastewater treatment plant |
title |
An optimal control problem applied to a wastewater treatment plant |
spellingShingle |
An optimal control problem applied to a wastewater treatment plant Monteiro, M. Teresa T. Optimal control Wastewater Optimization Nonlinear optimization Activated sludge Wasteater treatment plant Engenharia e Tecnologia::Engenharia do Ambiente Science & Technology Indústria, inovação e infraestruturas |
title_short |
An optimal control problem applied to a wastewater treatment plant |
title_full |
An optimal control problem applied to a wastewater treatment plant |
title_fullStr |
An optimal control problem applied to a wastewater treatment plant |
title_full_unstemmed |
An optimal control problem applied to a wastewater treatment plant |
title_sort |
An optimal control problem applied to a wastewater treatment plant |
author |
Monteiro, M. Teresa T. |
author_facet |
Monteiro, M. Teresa T. Espírito Santo, I. A. C. P. Rodrigues, Helena Sofia |
author_role |
author |
author2 |
Espírito Santo, I. A. C. P. Rodrigues, Helena Sofia |
author2_role |
author author |
dc.contributor.none.fl_str_mv |
Universidade do Minho |
dc.contributor.author.fl_str_mv |
Monteiro, M. Teresa T. Espírito Santo, I. A. C. P. Rodrigues, Helena Sofia |
dc.subject.por.fl_str_mv |
Optimal control Wastewater Optimization Nonlinear optimization Activated sludge Wasteater treatment plant Engenharia e Tecnologia::Engenharia do Ambiente Science & Technology Indústria, inovação e infraestruturas |
topic |
Optimal control Wastewater Optimization Nonlinear optimization Activated sludge Wasteater treatment plant Engenharia e Tecnologia::Engenharia do Ambiente Science & Technology Indústria, inovação e infraestruturas |
description |
This paper aims to present a mathematical model that describes the operation of an activated sludge system during one day. Such system is used in the majority of wastewater treatment plants and depends strongly on the dissolved oxygen, since it is a biological treatment. To guarantee the appropriate amount of dissolved oxygen, expensive aeration strategies are demanded, leading to high costs in terms of energy consumption. It was considered a typical domestic effluent as the wastewater to test the mathematical model and it was used the ASM1 to describe the activated sludge behaviour. An optimal control problem was formulated whose cost functional considers the trade-off between the minimization of the control variable herein considered (the dissolved oxygen) and the quality index that is the amount of pollution. The optimal control problem is treated as a nonlinear optimization problem after discretization by direct methods. The problem was then coded in the AMPL programming language in order to carry out numerical simulations using the NLP solver IPOPT from NEOS Server. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-03 2022-03-01T00:00:00Z |
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 |
https://hdl.handle.net/1822/88986 |
url |
https://hdl.handle.net/1822/88986 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
M. Teresa T. Monteiro, Isabel Espírito Santo, Helena Sofia Rodrigues. An optimal control problem applied to a wastewater treatment plant. Discrete and Continuous Dynamical Systems - S, 2022, 15(3): 587-601. doi: 10.3934/dcdss.2021153 1937-1179 10.3934/dcdss.2021153 https://www.aimsciences.org/article/doi/10.3934/dcdss.2021153 |
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 |
American Institute of Mathematical Sciences (AIMS) |
publisher.none.fl_str_mv |
American Institute of Mathematical Sciences (AIMS) |
dc.source.none.fl_str_mv |
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
instacron_str |
RCAAP |
institution |
RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
collection |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository.name.fl_str_mv |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
repository.mail.fl_str_mv |
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1799137760768950272 |