Optimization of PI Controller Gains using Genetic Algorithm for Time-Delayed Load Frequency Control Systems with Electric Vehicles Aggregator

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dc.authoridNaveed, Ausnain/0000-0002-4603-9942
dc.contributor.authorNaveed, Ausnain
dc.contributor.authorZerdali, Emrah
dc.contributor.authorSonmez, Sahin
dc.contributor.authorAyasun, Saffet
dc.date.accessioned2024-11-07T13:23:53Z
dc.date.available2024-11-07T13:23:53Z
dc.date.issued2019
dc.departmentNiğde Ömer Halisdemir Üniversitesi
dc.description11th International Conference on Electrical and Electronics Engineering (ELECO) -- NOV 28-30, 2019 -- Bursa, TURKEY
dc.description.abstractThis paper presents a genetic algorithm (GA) based approach to optimize controller gains for a single-area load frequency control system that includes an electric vehicles (EVs) aggregator and incommensurate communication time delays. Firstly, a stability boundary locus method is implemented to determine all stabilizing proportional integral (PI) controller gain that constitutes a stability region in the controller parameter space. A GA based optimization approach is then utilized to obtain an optimum set of controller gain that minimizes the mean square error of the deviation in the system frequency response. The effectiveness of the controller in retaining the desired frequency response is validated by time domain-simulation.
dc.description.sponsorshipChamber Elect Engineers Bursa Branch,Bursa Uludag Univ, Dept Elect Elect Engn,Istanbul Tech Univ, Fac Elect & Elect Engn,IEEE Turkey Sect
dc.description.sponsorshipScientific and Technological Research Council of Turkey (TUBITAK) [118E744]
dc.description.sponsorshipThe Scientific and Technological Research Council of Turkey (TUBITAK) supports this work under Project No. 118E744.
dc.identifier.doi10.23919/eleco47770.2019.8990434
dc.identifier.endpage80
dc.identifier.scopus2-s2.0-85080953790
dc.identifier.scopusqualityN/A
dc.identifier.startpage76
dc.identifier.urihttps://doi.org/10.23919/eleco47770.2019.8990434
dc.identifier.urihttps://hdl.handle.net/11480/13762
dc.identifier.wosWOS:000552654100016
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherIEEE
dc.relation.ispartof2019 11th International Conference on Electrical and Electronics Engineering (Eleco 2019)
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_20241106
dc.titleOptimization of PI Controller Gains using Genetic Algorithm for Time-Delayed Load Frequency Control Systems with Electric Vehicles Aggregator
dc.typeConference Object

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