Please use this identifier to cite or link to this item: http://repositorio.ugto.mx/handle/20.500.12059/10443
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dc.rights.licensehttp://creativecommons.org/licenses/by-nc-nd/4.0es_MX
dc.creatorFrancisco Javier Moreno Vázquezes_MX
dc.date.accessioned2024-03-09T05:16:47Z-
dc.date.available2024-03-09T05:16:47Z-
dc.date.issued2024-01-10-
dc.identifier.urihttp://repositorio.ugto.mx/handle/20.500.12059/10443es_MX
dc.description.abstractThis research explores the application of Genetic Algorithms (GA) to optimize the performance of PID controllers in RLC circuits. The proposed methodology leverages the principles of natural selection, crossover, and mutation to iteratively refine the PID gains. The fitness of each individual is determined by its ability to minimize the Mean Square Error (MSE) for a unitary step response in the RLC circuit. The results demonstrate that the GA-based optimization approach yields significant improvements in the performance of PID controllers, achieving a significant reduction in the MSE for a unitary step response. This research highlights the importance of metaheuristic optimization techniques in the context of control systems, exemplifying their potential to enhance the performance of PID controllers in RLC circuits and beyo.en
dc.language.isoengen
dc.publisherUniversidad de Guanajuatoes_MX
dc.relationhttps://www.jovenesenlaciencia.ugto.mx/index.php/jovenesenlaciencia/article/view/4223es_MX
dc.rightsinfo:eu-repo/semantics/openAccesses_MX
dc.sourceJóvenes en la Ciencia: Congreso Internacional de electrónica y cómputo aplicado 2023, Vol. 25 (2024)es_MX
dc.titleEnhancing PID Controller Performance in RLC Circuits through Metaheuristic Optimizationen
dc.title.alternativeMejorando el Rendimiento de un Controlador PID en Circuitos RLC mediante Optimización Metaheurísticaes_MX
dc.typeinfo:eu-repo/semantics/articlees_MX
dc.creator.idinfo:eu-repo/dai/mx/orcid/0009-0008-1426-9947es_MX
dc.subject.ctiinfo:eu-repo/classification/cti/7es_MX
dc.subject.ctiinfo:eu-repo/classification/cti/3306en
dc.subject.keywordsPID Controlleren
dc.subject.keywordsGenetic Algorithmen
dc.subject.keywordsRLC Circuiten
dc.subject.keywordsOptimizationen
dc.subject.keywordsMetaheuristien
dc.subject.keywordsControlador PIDes_MX
dc.subject.keywordsAlgoritmo Genéticoes_MX
dc.subject.keywordsCircuito RLCes_MX
dc.subject.keywordsOptimizaciónes_MX
dc.type.versioninfo:eu-repo/semantics/publishedVersiones_MX
Appears in Collections:Revista Jóvenes en la Ciencia



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