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Economic Linear Parameter Varying Model Predictive Control of the Aeration System of a Wastewater Treatment Plant †
This work proposes an economic model predictive control (EMPC) strategy in the linear parameter varying (LPV) framework for the control of dissolved oxygen concentrations in the aerated reactors of a wastewater treatment plant (WWTP). A reduced model of the complex nonlinear plant is represented in...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9414613/ https://www.ncbi.nlm.nih.gov/pubmed/36015767 http://dx.doi.org/10.3390/s22166008 |
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author | Nejjari, Fatiha Khoury, Boutrous Puig, Vicenç Quevedo, Joseba Pascual, Josep de Campos, Sergi |
author_facet | Nejjari, Fatiha Khoury, Boutrous Puig, Vicenç Quevedo, Joseba Pascual, Josep de Campos, Sergi |
author_sort | Nejjari, Fatiha |
collection | PubMed |
description | This work proposes an economic model predictive control (EMPC) strategy in the linear parameter varying (LPV) framework for the control of dissolved oxygen concentrations in the aerated reactors of a wastewater treatment plant (WWTP). A reduced model of the complex nonlinear plant is represented in a quasi-linear parameter varying (qLPV) form to reduce computational burden, enabling the real-time operation. To facilitate the formulation of the time-varying parameters which are functions of system states, as well as for feedback control purposes, a moving horizon estimator (MHE) that uses the qLPV WWTP model is proposed. The control strategy is investigated and evaluated based on the ASM1 simulation benchmark for performance assessment. The obtained results applying the EMPC strategy for the control of the aeration system in the WWTP of Girona (Spain) show its effectiveness. |
format | Online Article Text |
id | pubmed-9414613 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-94146132022-08-27 Economic Linear Parameter Varying Model Predictive Control of the Aeration System of a Wastewater Treatment Plant † Nejjari, Fatiha Khoury, Boutrous Puig, Vicenç Quevedo, Joseba Pascual, Josep de Campos, Sergi Sensors (Basel) Article This work proposes an economic model predictive control (EMPC) strategy in the linear parameter varying (LPV) framework for the control of dissolved oxygen concentrations in the aerated reactors of a wastewater treatment plant (WWTP). A reduced model of the complex nonlinear plant is represented in a quasi-linear parameter varying (qLPV) form to reduce computational burden, enabling the real-time operation. To facilitate the formulation of the time-varying parameters which are functions of system states, as well as for feedback control purposes, a moving horizon estimator (MHE) that uses the qLPV WWTP model is proposed. The control strategy is investigated and evaluated based on the ASM1 simulation benchmark for performance assessment. The obtained results applying the EMPC strategy for the control of the aeration system in the WWTP of Girona (Spain) show its effectiveness. MDPI 2022-08-11 /pmc/articles/PMC9414613/ /pubmed/36015767 http://dx.doi.org/10.3390/s22166008 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Nejjari, Fatiha Khoury, Boutrous Puig, Vicenç Quevedo, Joseba Pascual, Josep de Campos, Sergi Economic Linear Parameter Varying Model Predictive Control of the Aeration System of a Wastewater Treatment Plant † |
title | Economic Linear Parameter Varying Model Predictive Control of the Aeration System of a Wastewater Treatment Plant † |
title_full | Economic Linear Parameter Varying Model Predictive Control of the Aeration System of a Wastewater Treatment Plant † |
title_fullStr | Economic Linear Parameter Varying Model Predictive Control of the Aeration System of a Wastewater Treatment Plant † |
title_full_unstemmed | Economic Linear Parameter Varying Model Predictive Control of the Aeration System of a Wastewater Treatment Plant † |
title_short | Economic Linear Parameter Varying Model Predictive Control of the Aeration System of a Wastewater Treatment Plant † |
title_sort | economic linear parameter varying model predictive control of the aeration system of a wastewater treatment plant † |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9414613/ https://www.ncbi.nlm.nih.gov/pubmed/36015767 http://dx.doi.org/10.3390/s22166008 |
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