Advanced Controllers for Level Processes: Hardware-in-the-Loop Technique

One of the most important variables in the automation process is the liquid level; therefore, this work presents the design of advanced control algorithms such as model-based predictive control and fuzzy for a level process with multiple inputs and multiple outputs. These will be implemented under t...

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Main Author: Quispe, Manuel (author)
Other Authors: Molina, Martha (author), Castillo, Franklin (author), Andaluz, Víctor (author)
Format: article
Language:eng
Published: 2022
Online Access:https://link.springer.com/chapter/10.1007/978-981-16-5063-5_59
https://hdl.handle.net/20.500.14809/3041
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author Quispe, Manuel
author2 Molina, Martha
Castillo, Franklin
Andaluz, Víctor
author2_role author
author
author
author_facet Quispe, Manuel
Molina, Martha
Castillo, Franklin
Andaluz, Víctor
author_role author
collection Repositorio Universidad Tecnológica Indoamérica
dc.creator.none.fl_str_mv Quispe, Manuel
Molina, Martha
Castillo, Franklin
Andaluz, Víctor
dc.date.none.fl_str_mv 2022-06-12T02:35:12Z
2022-06-12T02:35:12Z
2022
dc.identifier.none.fl_str_mv https://link.springer.com/chapter/10.1007/978-981-16-5063-5_59
https://hdl.handle.net/20.500.14809/3041
dc.language.none.fl_str_mv eng
dc.publisher.none.fl_str_mv Smart Innovation, Systems and Technologies. Volume 256, Pages 725 - 738. International Conference in Information Technology and Education, ICITED 2021. Sao Paulo. 15 July 2021 through 17 July 2021
dc.rights.none.fl_str_mv closedAccess
https://creativecommons.org/licenses/by/4.0/
info:eu-repo/semantics/openAccess
dc.source.none.fl_str_mv reponame:Repositorio Universidad Tecnológica Indoamérica
instname:Universidad Tecnológica Indoamérica
instacron:UTI
dc.title.none.fl_str_mv Advanced Controllers for Level Processes: Hardware-in-the-Loop Technique
dc.type.none.fl_str_mv info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/article
description One of the most important variables in the automation process is the liquid level; therefore, this work presents the design of advanced control algorithms such as model-based predictive control and fuzzy for a level process with multiple inputs and multiple outputs. These will be implemented under the hardware-in-the-loop technique. Where each controller is distributed in embedded devices (Raspberry Pi 4), in turn the mathematical model that presents the dynamics of the process is located in a main computer, in which a virtual environment is developed to contribute with a more realistic representation of the process. This is done in order to evaluate the behavior of the process, as well as to assess the performance of each control algorithm implemented. Finally, the experimental results obtained are presented, based on previously established parameters, which allow the identification of the controller with the best efficiency for process optimization.
eu_rights_str_mv openAccess
format article
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instname_str Universidad Tecnológica Indoamérica
language eng
network_acronym_str UTI
network_name_str Repositorio Universidad Tecnológica Indoamérica
oai_identifier_str oai:repositorio.uti.edu.ec:20.500.14809/3041
publishDate 2022
publisher.none.fl_str_mv Smart Innovation, Systems and Technologies. Volume 256, Pages 725 - 738. International Conference in Information Technology and Education, ICITED 2021. Sao Paulo. 15 July 2021 through 17 July 2021
reponame_str Repositorio Universidad Tecnológica Indoamérica
repository.mail.fl_str_mv .
repository.name.fl_str_mv Repositorio Universidad Tecnológica Indoamérica - Universidad Tecnológica Indoamérica
repository_id_str 0
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https://creativecommons.org/licenses/by/4.0/
spelling Advanced Controllers for Level Processes: Hardware-in-the-Loop TechniqueQuispe, ManuelMolina, MarthaCastillo, FranklinAndaluz, VíctorOne of the most important variables in the automation process is the liquid level; therefore, this work presents the design of advanced control algorithms such as model-based predictive control and fuzzy for a level process with multiple inputs and multiple outputs. These will be implemented under the hardware-in-the-loop technique. Where each controller is distributed in embedded devices (Raspberry Pi 4), in turn the mathematical model that presents the dynamics of the process is located in a main computer, in which a virtual environment is developed to contribute with a more realistic representation of the process. This is done in order to evaluate the behavior of the process, as well as to assess the performance of each control algorithm implemented. Finally, the experimental results obtained are presented, based on previously established parameters, which allow the identification of the controller with the best efficiency for process optimization.Smart Innovation, Systems and Technologies. Volume 256, Pages 725 - 738. International Conference in Information Technology and Education, ICITED 2021. Sao Paulo. 15 July 2021 through 17 July 20212022-06-12T02:35:12Z2022-06-12T02:35:12Z2022info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttps://link.springer.com/chapter/10.1007/978-981-16-5063-5_59https://hdl.handle.net/20.500.14809/3041engclosedAccesshttps://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessreponame:Repositorio Universidad Tecnológica Indoaméricainstname:Universidad Tecnológica Indoaméricainstacron:UTI2022-06-12T15:03:35Zoai:repositorio.uti.edu.ec:20.500.14809/3041Institucionalhttps://repositorio.uti.edu.ec/Institución privadahttps://indoamerica.edu.ec/https://repositorio.uti.edu.ec/oai.Ecuador...opendoar:02022-06-12T15:03:35Repositorio Universidad Tecnológica Indoamérica - Universidad Tecnológica Indoaméricafalse
spellingShingle Advanced Controllers for Level Processes: Hardware-in-the-Loop Technique
Quispe, Manuel
status_str publishedVersion
title Advanced Controllers for Level Processes: Hardware-in-the-Loop Technique
title_full Advanced Controllers for Level Processes: Hardware-in-the-Loop Technique
title_fullStr Advanced Controllers for Level Processes: Hardware-in-the-Loop Technique
title_full_unstemmed Advanced Controllers for Level Processes: Hardware-in-the-Loop Technique
title_short Advanced Controllers for Level Processes: Hardware-in-the-Loop Technique
title_sort Advanced Controllers for Level Processes: Hardware-in-the-Loop Technique
url https://link.springer.com/chapter/10.1007/978-981-16-5063-5_59
https://hdl.handle.net/20.500.14809/3041