A new objective function design for optimization of secondary controllers in load frequency control

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dc.authoridArya, Yogendra/0000-0003-4661-1950
dc.authorwosidArya, Yogendra/I-8805-2019
dc.contributor.authorYilmaz, Zumre Yenen
dc.contributor.authorBal, Gungor
dc.contributor.authorCelik, Emre
dc.contributor.authorOzturk, Nihat
dc.contributor.authorGuvenc, Ugur
dc.contributor.authorArya, Yogendra
dc.date.accessioned2021-12-01T18:49:35Z
dc.date.available2021-12-01T18:49:35Z
dc.date.issued2021
dc.department[Belirlenecek]en_US
dc.description.abstractIn this study, load frequency control (LFC) of two-area non-reheat thermal power system and multi-source power systems is addressed. A simple PID-structured controller is used as a secondary controller in these systems. To raise the performance of PID controller, a new multi-objective function is designed and PID controller parameters are acquired by minimizing the value of this function with symbiotic organisms search (SOS) algorithm. All electrical power systems simulated are modeled in MATLAB/Simulink environment and the optimizer is coded in MATLAB/M-file platform. In order to affirm the contribution of the work, results collected from each power system are compared with popular results published in prestigious journals. As per the comparative results, despite its simplicity, SOS:PID controller tuned via the proposed objective function is observed to result in better performance than other approaches in terms of oscillations, settling time, maximum overshoot and maximum undershoot time domain indicators of the frequency and tie-line power change curves.en_US
dc.identifier.doi10.17341/gazimmfd.841751
dc.identifier.endpage2067en_US
dc.identifier.issn1300-1884
dc.identifier.issn1304-4915
dc.identifier.issue4en_US
dc.identifier.scopus2-s2.0-85117791950en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.startpage2053en_US
dc.identifier.urihttps://doi.org/10.17341/gazimmfd.841751
dc.identifier.urihttps://hdl.handle.net/20.500.12684/10746
dc.identifier.volume36en_US
dc.identifier.wosWOS:000692521900021en_US
dc.identifier.wosqualityQ4en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isotren_US
dc.publisherGazi Univ, Fac Engineering Architectureen_US
dc.relation.ispartofJournal Of The Faculty Of Engineering And Architecture Of Gazi Universityen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectLoad frequency controlen_US
dc.subjectPID controlleren_US
dc.subjectobjective functionen_US
dc.subjecttwo-area thermal power systemen_US
dc.subjectmulti-source power systemen_US
dc.subjectAutomatic-Generation Controlen_US
dc.subjectDifferential Evolution Algorithmen_US
dc.subjectLearning Based Optimizationen_US
dc.subjectSymbiotic Organisms Searchen_US
dc.subjectPi-Pd Controlleren_US
dc.subjectPower-Systemsen_US
dc.subjectPsoen_US
dc.subjectPlugen_US
dc.subjectAgcen_US
dc.titleA new objective function design for optimization of secondary controllers in load frequency controlen_US
dc.typeArticleen_US

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