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Modeling and control of the hydraulic actuator in a ladle furnace

The dynamic behavior of the hydraulic actuator in a system for regulating the electrode's position is crucial for the operation of a Ladle Furnace. This work aims to identify, model, and control the hydraulic actuator in the Ladle Furnace of ACINOX Las Tunas. For identifying the system, input s...

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Autores principales: Nápoles-Báez, Yeizabet, González-Yero, Guillermo, Martínez, Ruben, Valeriano, Yunier, Nuñez-Alvarez, José R., Llosas-Albuerne, Yolanda
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9706178/
https://www.ncbi.nlm.nih.gov/pubmed/36458304
http://dx.doi.org/10.1016/j.heliyon.2022.e11857
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author Nápoles-Báez, Yeizabet
González-Yero, Guillermo
Martínez, Ruben
Valeriano, Yunier
Nuñez-Alvarez, José R.
Llosas-Albuerne, Yolanda
author_facet Nápoles-Báez, Yeizabet
González-Yero, Guillermo
Martínez, Ruben
Valeriano, Yunier
Nuñez-Alvarez, José R.
Llosas-Albuerne, Yolanda
author_sort Nápoles-Báez, Yeizabet
collection PubMed
description The dynamic behavior of the hydraulic actuator in a system for regulating the electrode's position is crucial for the operation of a Ladle Furnace. This work aims to identify, model, and control the hydraulic actuator in the Ladle Furnace of ACINOX Las Tunas. For identifying the system, input signals of Pseudo-Random Binary type and black box models were used. As a result, three models were obtained, two reflecting the process's asymmetric behavior according to the upward or downward movement. The third model approximates the process dynamic behavior around the operating point and includes the uncertainty caused by the weight variation during the electrode wear. The models obtained, with a fit greater than 85%, allow a better understanding of the study case behavior. In addition, these allowed the evaluation of the electrode's weight variation and tuning of several controllers. The optimal one was a novel non-linear PI controller of guaranteed robustness. In future works, the use of a non-linear function could be evaluated to compensate for the asymmetric behavior of the process.
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spelling pubmed-97061782022-11-30 Modeling and control of the hydraulic actuator in a ladle furnace Nápoles-Báez, Yeizabet González-Yero, Guillermo Martínez, Ruben Valeriano, Yunier Nuñez-Alvarez, José R. Llosas-Albuerne, Yolanda Heliyon Research Article The dynamic behavior of the hydraulic actuator in a system for regulating the electrode's position is crucial for the operation of a Ladle Furnace. This work aims to identify, model, and control the hydraulic actuator in the Ladle Furnace of ACINOX Las Tunas. For identifying the system, input signals of Pseudo-Random Binary type and black box models were used. As a result, three models were obtained, two reflecting the process's asymmetric behavior according to the upward or downward movement. The third model approximates the process dynamic behavior around the operating point and includes the uncertainty caused by the weight variation during the electrode wear. The models obtained, with a fit greater than 85%, allow a better understanding of the study case behavior. In addition, these allowed the evaluation of the electrode's weight variation and tuning of several controllers. The optimal one was a novel non-linear PI controller of guaranteed robustness. In future works, the use of a non-linear function could be evaluated to compensate for the asymmetric behavior of the process. Elsevier 2022-11-23 /pmc/articles/PMC9706178/ /pubmed/36458304 http://dx.doi.org/10.1016/j.heliyon.2022.e11857 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Nápoles-Báez, Yeizabet
González-Yero, Guillermo
Martínez, Ruben
Valeriano, Yunier
Nuñez-Alvarez, José R.
Llosas-Albuerne, Yolanda
Modeling and control of the hydraulic actuator in a ladle furnace
title Modeling and control of the hydraulic actuator in a ladle furnace
title_full Modeling and control of the hydraulic actuator in a ladle furnace
title_fullStr Modeling and control of the hydraulic actuator in a ladle furnace
title_full_unstemmed Modeling and control of the hydraulic actuator in a ladle furnace
title_short Modeling and control of the hydraulic actuator in a ladle furnace
title_sort modeling and control of the hydraulic actuator in a ladle furnace
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9706178/
https://www.ncbi.nlm.nih.gov/pubmed/36458304
http://dx.doi.org/10.1016/j.heliyon.2022.e11857
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