An Unscented Kalman Filter Design on Rotating Reference Frame for Induction Machines

Basit Öğe Kaydı
dc.authorid0000-0002-2032-9810en_US
dc.contributor.authorCebeci, E.
dc.contributor.authorYaşa, Yusuf
dc.date.accessioned2021-03-20T20:26:52Z
dc.date.available2021-03-20T20:26:52Z
dc.date.issued2020
dc.departmentBTÜ, Mühendislik ve Doğa Bilimleri Fakültesi, Elektrik Elektronik Mühendisliği Bölümüen_US
dc.descriptionIEEE;IEEE Power and Energy Society (PES);IEEE Power and Energy Society (PES) Turkey Sectionen_US
dc.description6th International Conference on Electric Power and Energy Conversion Systems, EPECS 2020 -- 5 October 2020 through 6 October 2020 -- -- 166344en_US
dc.description.abstractThe need for high performance and high control accuracy in electric motors has made modern motor control techniques popular. Modern control techniques require position sensors integrated in the electric motor. An alternative method to sensor feedback systems is the cost-effective prediction methods that offer solutions within acceptable limits. In this study, a new observer model is proposed for induction machines. In the design of the observer, Unscented Kalman Filter is used. In the Unscented Kalman Filter design, the rotor position information is defined as a state variable within the mathematical model. Therefor the observer model has been developed without the need for additional sensor costs. As an observer model output, machine internal parameters such as rotor fluxes which cannot be measured directly and rotor speed can be estimated without requiring a sensor by using this method. © 2020 IEEE.en_US
dc.identifier.doi10.1109/EPECS48981.2020.9304958en_US
dc.identifier.endpage150en_US
dc.identifier.isbn9781728175461
dc.identifier.scopus2-s2.0-85099694885en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage146en_US
dc.identifier.urihttp://doi.org/10.1109/EPECS48981.2020.9304958
dc.identifier.urihttps://hdl.handle.net/20.500.12885/1311
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.institutionauthorYaşa, Yusuf
dc.language.isoenen_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartofProceedings - 2020 6th International Conference on Electric Power and Energy Conversion Systems, EPECS 2020en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectInduction machine controlen_US
dc.subjectobserver modelen_US
dc.subjectsensoren_US
dc.subjectunscented kalman filteren_US
dc.titleAn Unscented Kalman Filter Design on Rotating Reference Frame for Induction Machinesen_US
dc.typeConference Objecten_US

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Scopus İndeksli Yayınlar Koleksiyonu
Elektrik Elektronik Mühendisliği Bölümü Yayın Koleksiyonu
WoS İndeksli Yayınlar Koleksiyonu