Gravitational search algorithm for determining controller parameters in an automatic voltage regulator system

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dc.contributor.authorDuman, Serhat
dc.contributor.authorYörükeren, Nuran
dc.contributor.authorAltaş, İsmail H.
dc.date.accessioned2020-05-01T12:10:16Z
dc.date.available2020-05-01T12:10:16Z
dc.date.issued2016
dc.departmentDÜ, Teknoloji Fakültesi, Elektrik-Elektronik Mühendisliği Bölümüen_US
dc.descriptionDuman, Serhat/0000-0002-1091-125Xen_US
dc.descriptionWOS: 000374325800027en_US
dc.description.abstractThis paper presents optimal tuning of the controller parameters of a proportional-integral-derivate (PID) controller for an automatic voltage regulator (AVR) system using a heuristic gravitational search algorithm (GSA) based on mass interactions and Newton's law of gravity. The determination of optimal controller parameters is considered an optimization problem in which different performance indexes and a performance criterion in the time domain have been used as objective functions to test the performance and effectiveness of the GSA. In the determining process of the parameters, the designed PID controller with the proposed approach is simulated under different conditions and the performance of the controller is compared with those reported in the literature. From the numerical simulation results it is clear that the GSA approach is successfully applied to reveal the performance and the feasibility of the proposed controller in the AVR system.en_US
dc.identifier.doi10.3906/elk-1404-14en_US
dc.identifier.endpage2400en_US
dc.identifier.issn1300-0632
dc.identifier.issn1303-6203
dc.identifier.issue4en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage2387en_US
dc.identifier.urihttps://doi.org/10.3906/elk-1404-14
dc.identifier.urihttps://hdl.handle.net/20.500.12684/6110
dc.identifier.volume24en_US
dc.identifier.wosWOS:000374325800027en_US
dc.identifier.wosqualityQ4en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakTR-Dizinen_US
dc.language.isoenen_US
dc.publisherTubitak Scientific & Technical Research Council Turkeyen_US
dc.relation.ispartofTurkish Journal Of Electrical Engineering And Computer Sciencesen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectGravitational search algorithmen_US
dc.subjectoptimizationen_US
dc.subjectautomatic voltage regulatoren_US
dc.titleGravitational search algorithm for determining controller parameters in an automatic voltage regulator systemen_US
dc.typeArticleen_US

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