An optimal control problem applied to a wastewater treatment plant

Detalhes bibliográficos
Autor(a) principal: Monteiro, M. Teresa T.
Data de Publicação: 2022
Outros Autores: Espírito Santo, I. A. C. P., Rodrigues, Helena Sofia
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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spelling 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
instname_str 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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