Shifting of Nonlinear Phenomenon in the Boost converter Using Aquila Optimizer
Power electronics circuits are characterized by nonlinear dynamics, because of the cyclic switching between a finite number of topologies, which can give rise to a variety of behaviors. DC/DC converters are prone to nonlinear phenomena, such as bifurcations, quasi-periodic and chaotic responses, wh...
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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/15744 |
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| author | Belkacem Korich Derradji Bakria Djamal Gozim Redha Djamel Mohammedi Mohamed Elbar Ali Teta |
| author_facet | Belkacem Korich Derradji Bakria Djamal Gozim Redha Djamel Mohammedi Mohamed Elbar Ali Teta |
| author_sort | Belkacem Korich |
| collection | DOAJ |
| description |
Power electronics circuits are characterized by nonlinear dynamics, because of the cyclic switching between a finite number of topologies, which can give rise to a variety of behaviors. DC/DC converters are prone to nonlinear phenomena, such as bifurcations, quasi-periodic and chaotic responses, which can make it difficult or even impossible to analyze, predict, and control the converter's behavior. This paper offers an examination of the chaotic behavior of the DC/DC boost converter and suggests an optimized PID controller as solution to the nonlinear phenomena. Aquila optimizer AO is employed to determine the ideal parameters for the controller by computing the discrepancy between the reference current and the value of the inductor current, as well as the discrepancy between the inductor current readings during switch openings. The simulation results using MATLAB demonstrate the effectiveness of the proposed solution.
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| format | Article |
| id | doaj-art-7b1e715b3b77433f9c32d9c160bdfe3f |
| 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-7b1e715b3b77433f9c32d9c160bdfe3f2025-02-02T19:55:13ZengUniversidade Federal de Viçosa (UFV)The Journal of Engineering and Exact Sciences2527-10752023-05-019310.18540/jcecvl9iss3pp15744-01eShifting of Nonlinear Phenomenon in the Boost converter Using Aquila OptimizerBelkacem Korich0Derradji Bakria1Djamal Gozim2Redha Djamel Mohammedi3Mohamed Elbar4Ali Teta5Applied Automation and Industrial Diagnostics Laboratory (LAADI), Faculty of Science and Technology University of Ziane Achour of Djelfa, 17000, AlgeriaApplied Automation and Industrial Diagnostics Laboratory (LAADI), Faculty of Science and Technology University of Ziane Achour of Djelfa, 17000, AlgeriaApplied Automation and Industrial Diagnostics Laboratory (LAADI), Faculty of Science and Technology University of Ziane Achour of Djelfa, 17000, AlgeriaApplied Automation and Industrial Diagnostics Laboratory (LAADI), Faculty of Science and Technology University of Ziane Achour of Djelfa, 17000, AlgeriaApplied Automation and Industrial Diagnostics Laboratory (LAADI), Faculty of Science and Technology University of Ziane Achour of Djelfa, 17000, AlgeriaApplied Automation and Industrial Diagnostics Laboratory (LAADI), Faculty of Science and Technology University of Ziane Achour of Djelfa, 17000, Algeria Power electronics circuits are characterized by nonlinear dynamics, because of the cyclic switching between a finite number of topologies, which can give rise to a variety of behaviors. DC/DC converters are prone to nonlinear phenomena, such as bifurcations, quasi-periodic and chaotic responses, which can make it difficult or even impossible to analyze, predict, and control the converter's behavior. This paper offers an examination of the chaotic behavior of the DC/DC boost converter and suggests an optimized PID controller as solution to the nonlinear phenomena. Aquila optimizer AO is employed to determine the ideal parameters for the controller by computing the discrepancy between the reference current and the value of the inductor current, as well as the discrepancy between the inductor current readings during switch openings. The simulation results using MATLAB demonstrate the effectiveness of the proposed solution. https://periodicos.ufv.br/jcec/article/view/15744Boost converterNonlinear phenomenonPID controllerAquila optimizer |
| spellingShingle | Belkacem Korich Derradji Bakria Djamal Gozim Redha Djamel Mohammedi Mohamed Elbar Ali Teta Shifting of Nonlinear Phenomenon in the Boost converter Using Aquila Optimizer The Journal of Engineering and Exact Sciences Boost converter Nonlinear phenomenon PID controller Aquila optimizer |
| title | Shifting of Nonlinear Phenomenon in the Boost converter Using Aquila Optimizer |
| title_full | Shifting of Nonlinear Phenomenon in the Boost converter Using Aquila Optimizer |
| title_fullStr | Shifting of Nonlinear Phenomenon in the Boost converter Using Aquila Optimizer |
| title_full_unstemmed | Shifting of Nonlinear Phenomenon in the Boost converter Using Aquila Optimizer |
| title_short | Shifting of Nonlinear Phenomenon in the Boost converter Using Aquila Optimizer |
| title_sort | shifting of nonlinear phenomenon in the boost converter using aquila optimizer |
| topic | Boost converter Nonlinear phenomenon PID controller Aquila optimizer |
| url | https://periodicos.ufv.br/jcec/article/view/15744 |
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