Bond Graph-Based Modelling and Control of Electromagnetic Levitation System Using Firefly Optimization
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...
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| Format: | Article |
| Language: | English |
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Universidade Federal de Viçosa (UFV)
2023-05-01
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| Series: | The Journal of Engineering and Exact Sciences |
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| Online Access: | https://periodicos.ufv.br/jcec/article/view/15867 |
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| _version_ | 1832569766654509056 |
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| author | Ismail Dif Naas Dif Khier Benmahammed |
| author_facet | Ismail Dif Naas Dif Khier Benmahammed |
| author_sort | Ismail Dif |
| collection | DOAJ |
| 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.
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| format | Article |
| id | doaj-art-e91a3a40c0de45de9ecf57524a07ab68 |
| institution | Kabale University |
| issn | 2527-1075 |
| language | English |
| publishDate | 2023-05-01 |
| publisher | Universidade Federal de Viçosa (UFV) |
| record_format | Article |
| series | The Journal of Engineering and Exact Sciences |
| spelling | doaj-art-e91a3a40c0de45de9ecf57524a07ab682025-02-02T19:55:09ZengUniversidade Federal de Viçosa (UFV)The Journal of Engineering and Exact Sciences2527-10752023-05-019410.18540/jcecvl9iss4pp15867-01eBond Graph-Based Modelling and Control of Electromagnetic Levitation System Using Firefly OptimizationIsmail Dif 0Naas Dif1Khier Benmahammed 2Applied Automation and Industrial Diagnostics Laboratory (LAADI), Faculty of Science and Technology University of Ziane Achour of Djelfa, 17000, AlgeriaSaad Dahleb University Blida, LABSET Laboratory, AlgeriaIntelligent Systems Laboratory (LSI), Department of Electronics, Faculty of Technology, Ferhat Abbas Setif1 University, Algeria 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. https://periodicos.ufv.br/jcec/article/view/15867Bond graph. Maglev system. Asymptotic tracking control. Firefly optimization |
| spellingShingle | Ismail Dif Naas Dif Khier Benmahammed Bond Graph-Based Modelling and Control of Electromagnetic Levitation System Using Firefly Optimization The Journal of Engineering and Exact Sciences Bond graph. Maglev system. Asymptotic tracking control. Firefly optimization |
| title | 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_short | 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 |
| topic | Bond graph. Maglev system. Asymptotic tracking control. Firefly optimization |
| url | https://periodicos.ufv.br/jcec/article/view/15867 |
| work_keys_str_mv | AT ismaildif bondgraphbasedmodellingandcontrolofelectromagneticlevitationsystemusingfireflyoptimization AT naasdif bondgraphbasedmodellingandcontrolofelectromagneticlevitationsystemusingfireflyoptimization AT khierbenmahammed bondgraphbasedmodellingandcontrolofelectromagneticlevitationsystemusingfireflyoptimization |