Bond Graph-Based Modelling and Control of Electromagnetic Levitation System Using Firefly Optimization

Detalhes bibliográficos
Autor(a) principal: Dif , Ismail
Data de Publicação: 2023
Outros Autores: Dif, Naas, Benmahammed , Khier
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Revista de Engenharia Química e Química
Texto Completo: https://periodicos.ufv.br/jcec/article/view/15867
Resumo: This paper focuses on the modelling and control of an electromagnetic suspension using the bond graph tool. This technique combines graphical and relational aspects to establish connections between bond graph elements, particularly in deducing junction relationships and employing bicausal inversion for trajectory tracking controller design. To determine the controller parameters, we utilized a meta-heuristic method called Firefly for optimization, thus avoiding the need for trial and error. The simulation was conducted using 20-Sim software and a Matlab/Simulink script, which yielded improved results. This paper presents an initial contribution that demonstrates the integration of meta-heuristic optimization and the bond graph tool for parameter selection in 20-sim simulation software.
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spelling Bond Graph-Based Modelling and Control of Electromagnetic Levitation System Using Firefly OptimizationBond Graph-Based Modelling and Control of Electromagnetic Levitation System Using Firefly OptimizationBond graph. Maglev system. Asymptotic tracking control. Firefly optimizationThis paper focuses on the modelling and control of an electromagnetic suspension using the bond graph tool. This technique combines graphical and relational aspects to establish connections between bond graph elements, particularly in deducing junction relationships and employing bicausal inversion for trajectory tracking controller design. To determine the controller parameters, we utilized a meta-heuristic method called Firefly for optimization, thus avoiding the need for trial and error. The simulation was conducted using 20-Sim software and a Matlab/Simulink script, which yielded improved results. This paper presents an initial contribution that demonstrates the integration of meta-heuristic optimization and the bond graph tool for parameter selection in 20-sim simulation software.Este artigo aborda a modelagem e controle de uma suspensão eletromagnética utilizando a ferramenta de gráficos de ligação (bond graph). Essa técnica combina aspectos gráficos e relacionais entre os elementos do gráfico de ligação, especialmente na dedução das relações de junção e na inversão bicausal para o projeto de um controlador de rastreamento de trajetória. Este último requer a escolha de parâmetros, o que nos levou a utilizar um método meta-heurístico, o Firefly, para sua otimização e evitar a tentativa e erro. A simulação demonstrou e apresentou melhores resultados utilizando o software 20-Sim e um script Matlab/Simulink. Este artigo oferece uma primeira contribuição entre a otimização meta-heurística e a ferramenta de gráficos de ligação para a escolha de valores de parâmetros sob o software de simulação 20-sim.Universidade Federal de Viçosa - UFV2023-05-25info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://periodicos.ufv.br/jcec/article/view/1586710.18540/jcecvl9iss4pp15867-01eThe Journal of Engineering and Exact Sciences; Vol. 9 No. 4 (2023); 15867-01eThe Journal of Engineering and Exact Sciences; Vol. 9 Núm. 4 (2023); 15867-01eThe Journal of Engineering and Exact Sciences; v. 9 n. 4 (2023); 15867-01e2527-1075reponame:Revista de Engenharia Química e Químicainstname:Universidade Federal de Viçosa (UFV)instacron:UFVenghttps://periodicos.ufv.br/jcec/article/view/15867/7977Copyright (c) 2023 The Journal of Engineering and Exact Scienceshttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessDif , IsmailDif, NaasBenmahammed , Khier2023-06-17T11:53:52Zoai:ojs.periodicos.ufv.br:article/15867Revistahttp://www.seer.ufv.br/seer/rbeq2/index.php/req2/indexONGhttps://periodicos.ufv.br/jcec/oaijcec.journal@ufv.br||req2@ufv.br2446-94162446-9416opendoar:2023-06-17T11:53:52Revista de Engenharia Química e Química - Universidade Federal de Viçosa (UFV)false
dc.title.none.fl_str_mv Bond Graph-Based Modelling and Control of Electromagnetic Levitation System Using Firefly Optimization
Bond Graph-Based Modelling and Control of Electromagnetic Levitation System Using Firefly Optimization
title Bond Graph-Based Modelling and Control of Electromagnetic Levitation System Using Firefly Optimization
spellingShingle Bond Graph-Based Modelling and Control of Electromagnetic Levitation System Using Firefly Optimization
Dif , Ismail
Bond graph. Maglev system. Asymptotic tracking control. Firefly optimization
title_short Bond Graph-Based Modelling and Control of Electromagnetic Levitation System Using Firefly Optimization
title_full Bond Graph-Based Modelling and Control of Electromagnetic Levitation System Using Firefly Optimization
title_fullStr Bond Graph-Based Modelling and Control of Electromagnetic Levitation System Using Firefly Optimization
title_full_unstemmed Bond Graph-Based Modelling and Control of Electromagnetic Levitation System Using Firefly Optimization
title_sort Bond Graph-Based Modelling and Control of Electromagnetic Levitation System Using Firefly Optimization
author Dif , Ismail
author_facet Dif , Ismail
Dif, Naas
Benmahammed , Khier
author_role author
author2 Dif, Naas
Benmahammed , Khier
author2_role author
author
dc.contributor.author.fl_str_mv Dif , Ismail
Dif, Naas
Benmahammed , Khier
dc.subject.por.fl_str_mv Bond graph. Maglev system. Asymptotic tracking control. Firefly optimization
topic Bond graph. Maglev system. Asymptotic tracking control. Firefly optimization
description This paper focuses on the modelling and control of an electromagnetic suspension using the bond graph tool. This technique combines graphical and relational aspects to establish connections between bond graph elements, particularly in deducing junction relationships and employing bicausal inversion for trajectory tracking controller design. To determine the controller parameters, we utilized a meta-heuristic method called Firefly for optimization, thus avoiding the need for trial and error. The simulation was conducted using 20-Sim software and a Matlab/Simulink script, which yielded improved results. This paper presents an initial contribution that demonstrates the integration of meta-heuristic optimization and the bond graph tool for parameter selection in 20-sim simulation software.
publishDate 2023
dc.date.none.fl_str_mv 2023-05-25
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://periodicos.ufv.br/jcec/article/view/15867
10.18540/jcecvl9iss4pp15867-01e
url https://periodicos.ufv.br/jcec/article/view/15867
identifier_str_mv 10.18540/jcecvl9iss4pp15867-01e
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://periodicos.ufv.br/jcec/article/view/15867/7977
dc.rights.driver.fl_str_mv Copyright (c) 2023 The Journal of Engineering and Exact Sciences
https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2023 The Journal of Engineering and Exact Sciences
https://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Viçosa - UFV
publisher.none.fl_str_mv Universidade Federal de Viçosa - UFV
dc.source.none.fl_str_mv The Journal of Engineering and Exact Sciences; Vol. 9 No. 4 (2023); 15867-01e
The Journal of Engineering and Exact Sciences; Vol. 9 Núm. 4 (2023); 15867-01e
The Journal of Engineering and Exact Sciences; v. 9 n. 4 (2023); 15867-01e
2527-1075
reponame:Revista de Engenharia Química e Química
instname:Universidade Federal de Viçosa (UFV)
instacron:UFV
instname_str Universidade Federal de Viçosa (UFV)
instacron_str UFV
institution UFV
reponame_str Revista de Engenharia Química e Química
collection Revista de Engenharia Química e Química
repository.name.fl_str_mv Revista de Engenharia Química e Química - Universidade Federal de Viçosa (UFV)
repository.mail.fl_str_mv jcec.journal@ufv.br||req2@ufv.br
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