An optimal control problem applied to a wastewater treatment plant

Bibliographic Details
Main Author: Monteiro, M. Teresa T.
Publication Date: 2022
Other Authors: Santo, Isabel Espírito, Rodrigues, Helena Sofia
Format: Article
Language: eng
Source: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Download full: http://hdl.handle.net/10773/35384
Summary: 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 e uent 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-o 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 controlNonlinear optimizationActivated sludgeWasteater treatment plantThis 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 e uent 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-o 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.AIMS2022-12-05T11:24:26Z2022-01-01T00:00:00Z2022info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10773/35384eng1937-163210.3934/dcdss.2021153Monteiro, M. Teresa T.Santo, Isabel EspíritoRodrigues, Helena Sofiainfo: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:RCAAP2024-02-22T12:08:06Zoai:ria.ua.pt:10773/35384Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:06:24.172986Repositório 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
Nonlinear optimization
Activated sludge
Wasteater treatment plant
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.
Santo, Isabel Espírito
Rodrigues, Helena Sofia
author_role author
author2 Santo, Isabel Espírito
Rodrigues, Helena Sofia
author2_role author
author
dc.contributor.author.fl_str_mv Monteiro, M. Teresa T.
Santo, Isabel Espírito
Rodrigues, Helena Sofia
dc.subject.por.fl_str_mv Optimal control
Nonlinear optimization
Activated sludge
Wasteater treatment plant
topic Optimal control
Nonlinear optimization
Activated sludge
Wasteater treatment plant
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 e uent 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-o 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 2022-12-05T11:24:26Z
2022-01-01T00:00:00Z
2022
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://hdl.handle.net/10773/35384
url http://hdl.handle.net/10773/35384
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 1937-1632
10.3934/dcdss.2021153
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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
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