Wavelet-fuzzy speed indirect field oriented controller for three-phase AC motor drive - Investigation and implementation

Basit Öğe Kaydı
dc.authoridWheeler, Patrick/0000-0003-0307-581X
dc.authoridSzczesniak, Pawel/0000-0002-5822-3878
dc.authoridOleschuk, Valentin/0000-0002-7413-4867
dc.authoridPadmanaban, Sanjeevikumar/0000-0003-3212-2750
dc.contributor.authorPadmanaban, Sanjeevikumar
dc.contributor.authorDaya, Febin J. L.
dc.contributor.authorBlaabjerg, Frede
dc.contributor.authorWheeler, Patrick W.
dc.contributor.authorSzczesniak, Pawel
dc.contributor.authorOleschuk, Valentin
dc.contributor.authorErtas, Ahmet H.
dc.date.accessioned2024-09-29T15:57:31Z
dc.date.available2024-09-29T15:57:31Z
dc.date.issued2016
dc.departmentKarabük Üniversitesien_US
dc.description.abstractThree-phase voltage source inverter driven induction motor is used in many medium-and high-power applications. Precision in speed of the motor play vital role, i.e. popular methods of direct/indirect field-oriented control (FOC) are applied. FOC is employed with proportional-integral (P-I) or proportional-integral-derivative (P-I-D) controllers and they are not adaptive, since gains are fixed at all operating conditions. Therefore, it needs a robust speed controlling in precision for induction motor drive application. This research paper articulates a novel speed control for FOC induction motor drive based onwavelet-fuzzy logic interface system. In specific, the P-I-D controller of IFOC which is actually replaced by the wavelet-fuzzy controller. The speed feedback (error) signal is composed of multiple low and high frequency components. Further, these components are decomposed by the discrete wavelet transform and the fuzzy logic controller to generate the scaled gains for the indirect FOC induction motor. Complete model of the proposed ac motor drive is developed with numerical simulation Matlab/Simulink software and tested under different working conditions. For experimental verification, a hardware prototype was implemented and the control algorithm is framed using TMS320F2812 digital signal processor (dsp). Both simulation and hardware results presented in this paper are shown in close agreement and conformity about the suitability for industrial applications. (C) 2015 Karabuk University. Publishing services by Elsevier B.V.en_US
dc.identifier.doi10.1016/j.jestch.2015.11.007
dc.identifier.endpage1107en_US
dc.identifier.issn2215-0986
dc.identifier.issue3en_US
dc.identifier.scopus2-s2.0-85017334447en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage1099en_US
dc.identifier.urihttps://doi.org/10.1016/j.jestch.2015.11.007
dc.identifier.urihttps://hdl.handle.net/20.500.14619/4858
dc.identifier.volume19en_US
dc.identifier.wosWOS:000410694100001en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherElsevier - Division Reed Elsevier India Pvt Ltden_US
dc.relation.ispartofEngineering Science and Technology-An International Journal-Jestechen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectSpeed compensatoren_US
dc.subjectInduction motoren_US
dc.subjectAC drivesen_US
dc.subjectIndirect vector controlen_US
dc.subjectWavelet transformen_US
dc.subjectFuzzy logicen_US
dc.subjectNeural networken_US
dc.titleWavelet-fuzzy speed indirect field oriented controller for three-phase AC motor drive - Investigation and implementationen_US
dc.typeArticleen_US

Dosyalar

Koleksiyon

WoS İndeksli Yayınlar Koleksiyonu
Scopus İndeksli Yayınlar Koleksiyonu