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Novel Iterative Feedback Tuning Method Based on Overshoot and Settling Time with Fuzzy Logic

dc.rights.licensehttp://creativecommons.org/licenses/by/4.0 - Atribuciónes_MX
dc.contributor.authorOMAR PALILLERO SANDOVALes_MX
dc.coverage.spatialMEX - Méxicoes_MX
dc.date2023
dc.date.accessioned2023-03-08T22:34:35Z
dc.date.available2023-03-08T22:34:35Z
dc.identifier.issn2227-9717
dc.identifier.urihttp://riaa.uaem.mx/handle/20.500.12055/3485
dc.descriptionProportional–integral–derivative controllers are applied for solving a wide range of problems in industrial processes. They are preferred over computational techniques because of their implementation simplicity, low cost, and robustness against noise. In this paper, a novel iterative feedback tuning method is proposed using fuzzy logic, where the design parameters proposed by the user are the desired plant overshoot and settling time. In contrast to classical methods, the proposed technique does not require a precise and complex mathematical model for tuning the proportional–integral–derivative controllers through the plant, nor does it need an expert who knows the precise behavior of the system as in methods based on computational techniques. Furthermore, unlike iterative feedback tuning methods that use cost functions and require several experiments to perform the iterations, this proposal uses fuzzy logic to update the controller parameters, which facilitates its implementation in programmable hardware. The proposed method can be easily implemented in software considering three main stages: pre-processing, fuzzy logic system, and post-processing. The simulation and experimental results demonstrate the effectiveness of the proposed method for proportional–integral–derivative controller tuning; moreover, according to the performed comparison, the proposed method provides a trade-off between performance and robustness in comparison with other tuning techniques.es_MX
dc.formatpdf - Adobe PDFes_MX
dc.languageeng - Ingléses_MX
dc.publisherMDPI Open Access Journalses_MX
dc.relation.ispartofProcesseses_MX
dc.relation.ispartofseries3es_MX
dc.relation.haspart11es_MX
dc.relation.urihttps://www.mdpi.com/2227-9717/11/3/694es_MX
dc.rightsopenAccess - Acceso Abiertoes_MX
dc.subject7 - INGENIERÍA Y TECNOLOGÍAes_MX
dc.subject.classificationfuzzy logic, overshoot, settling time, PID controller tuninges_MX
dc.subject.other33 - CIENCIAS TECNOLÓGICASes_MX
dc.titleNovel Iterative Feedback Tuning Method Based on Overshoot and Settling Time with Fuzzy Logices_MX
dc.typearticle - Artículoes_MX
uaem.unidadCentro de Investigación en Ingeniería y Ciencias Aplicadas (CIICAp)- Instituto de Investigación en Ciencias Básicas y Aplicadas (IICBA) - Centro de Investigación en Ingeniería y Ciencias Aplicadas (CIICAp)- Instituto de Investigación en Ciencias Básicas y Aplicadas (IICBA)es_MX
dc.type.publicationpublishedVersiones_MX
dc.audienceresearchers - Investigadoreses_MX


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    Artículos publicados por investigadores de la UAEM en revistas de investigación, sean éstas de la UAEM o de otras instituciones nacionales o extranjeras.

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