Speed-sensorless predictive torque control of the IM based on MRAS

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dc.contributor.authorDemir, Rıdvan
dc.contributor.authorYıldız, Recep
dc.contributor.authorBarut, Murat
dc.date.accessioned2024-11-07T13:16:43Z
dc.date.available2024-11-07T13:16:43Z
dc.date.issued2023
dc.departmentNiğde Ömer Halisdemir Üniversitesi
dc.description.abstractIn this study, an induction motor (IM) drive based on speedsensorless predictive torque control (PTC) is designed to perform the high-performance control of the IMs by utilizing the least mean square (LMS) algorithm for the adaptation mechanism of the model reference adaptive system (MRAS). Here, the MRAS with LMS adaptation is based on the stator currents (?????? and ??????) of the IM. Moreover, the rotor fluxes (?????? and ??????) are obtained by the current model, which requires the rotor mechanical speed (????) along with ?????? and ??????. In contrast to the other MRAS based studies using proportional-integral (PI) in the adaptation mechanisms to estimate state or parameter, it is possible to determine the states and/or parameters as weight coefficients in the MRAS with LMS adaptation which are calculated and updated in each iteration. Here, ???? value is estimated and updated in each iteration as weight coefficient. Furthermore, the MRAS with LMS adaptation is compared to the MRAS using conventional PI in simulations. The simulation results clearly visualize both the estimation performance of stator current based MRAS using LMS adaptation and the effectiveness of the proposed PTC based IM drive.
dc.identifier.doi10.28948/ngmuh.1208031
dc.identifier.endpage133
dc.identifier.issn2564-6605
dc.identifier.issue1
dc.identifier.startpage126
dc.identifier.trdizinid1152670
dc.identifier.urihttps://doi.org/10.28948/ngmuh.1208031
dc.identifier.urihttps://search.trdizin.gov.tr/tr/yayin/detay/1152670
dc.identifier.urihttps://hdl.handle.net/11480/12513
dc.identifier.volume12
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.subjectBilgisayar Bilimleri
dc.subjectYazılım Mühendisliği
dc.subjectBilgisayar Bilimleri
dc.subjectSibernitik
dc.subjectBilgisayar Bilimleri
dc.subjectBilgi Sistemleri
dc.subjectBilgisayar Bilimleri
dc.subjectDonanım ve Mimari
dc.subjectBilgisayar Bilimleri
dc.subjectTeori ve Metotlar
dc.subjectBilgisayar Bilimleri
dc.subjectYapay Zeka
dc.subjectSpeed-sensorless IM control
dc.subjectPTC
dc.subjectLMS algorithm
dc.subjectMRAS
dc.titleSpeed-sensorless predictive torque control of the IM based on MRAS
dc.typeArticle

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