Metaheuristic optimization of predictive torque control for induction motor control

dc.contributor.authorGürel, Aycan
dc.contributor.authorZerdali, Emrah
dc.date.accessioned2024-11-07T13:16:54Z
dc.date.available2024-11-07T13:16:54Z
dc.date.issued2022
dc.departmentNiğde Ömer Halisdemir Üniversitesi
dc.description.abstractPredictive torque control (PTC) is a high-performance control method of induction motors (IMs), which is still open to research. It provides many advantages over mature control techniques, such as straightforward imple-mentation, the ability to handle nonlinearities, easy inclusion of additional control objectives, and modulator-free structure. However, it has problems with the selection of weighting factors (WFs) involved in the cost function in PTC. In conventional PTC, these WFs are generally selected by the trial-and-error method. Also, a few studies optimize these WFs with a multi-objective optimization algorithm using both torque and flux errors. In this paper, the WF associated with the flux component is optimized by a genetic algorithm over the speed errors only. The optimized PTC is verified by simulation studies considering different operating conditions. Finally, good control performance has been achieved.
dc.identifier.doi10.28948/ngumuh.969734
dc.identifier.endpage61
dc.identifier.issn2564-6605
dc.identifier.issue1
dc.identifier.startpage55
dc.identifier.trdizinid503335
dc.identifier.urihttps://doi.org/10.28948/ngumuh.969734
dc.identifier.urihttps://search.trdizin.gov.tr/tr/yayin/detay/503335
dc.identifier.urihttps://hdl.handle.net/11480/12652
dc.identifier.volume11
dc.indekslendigikaynakTR-Dizin
dc.language.isoen
dc.relation.ispartofNiğde Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi
dc.relation.publicationcategoryMakale - Ulusal Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_20241107
dc.subjectMühendislik
dc.subjectElektrik ve Elektronik
dc.subjectPredictive torque control
dc.subjectInduction motor
dc.subjectMetaheuristic optimization
dc.titleMetaheuristic optimization of predictive torque control for induction motor control
dc.typeArticle

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