Load Torque and Stator Resistance Estimations with Unscented Kalman Filter for Speed-Sensorless Control of Induction Motors

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dc.authoridDemir, Ridvan/0000-0001-6509-9169
dc.authoridYILDIZ, RECEP/0000-0002-8167-321X
dc.authoridZerdali, Emrah/0000-0003-1755-0327
dc.contributor.authorYildiz, Recep
dc.contributor.authorBarut, Murat
dc.contributor.authorZerdali, Emrah
dc.contributor.authorInan, Remzi
dc.contributor.authorDemir, Ridvan
dc.date.accessioned2024-11-07T13:24:05Z
dc.date.available2024-11-07T13:24:05Z
dc.date.issued2017
dc.departmentNiğde Ömer Halisdemir Üniversitesi
dc.descriptionInternational Conference on Optimization of Electrical and Electronic Equipment (OPTIM) / Intl Aegean Conference on Electrical Machines and Power Electronics (ACEMP) -- MAY 25-27, 2017 -- Transilvania Univ Brasov, Brasov, ROMANIA
dc.description.abstractIn this study, speedsensorless IM drive based on unscented Kalman filter (UKF) with the online estimations of stator stationary axis components of stator currents, rotor fluxes, rotor mechanical speed, load torque including the friction term, and stator resistance is designed. Therefore, the proposed speedsensorless IM drive is robust to load torque and stator resistance changes. Different challenging scenarios including ramp- and step-type variations in load torque and stator resistance at both zero and high speeds are performed in computer simulations to demonstrate the superiority of the proposed UKF based speedsensorless drive.
dc.description.sponsorshipUniv Politehnica Timisoara,Tech Univ Cluj Napoca,Middle E Tech Univ Ankara,Inst Elec & Elect Engineers,IEEE Ind Elect Soc,IEEE Ind Applicat Soc,IEEE Power Elect Soc,Inst Elect Engineers Japan,Korean Inst Power Elect
dc.description.sponsorshipOmer Halisdemir University Research Project Unit [FEB 2016/09-BAGEP]
dc.description.sponsorshipThis work is supported by Omer Halisdemir University Research Project Unit under the research grant of FEB 2016/09-BAGEP.
dc.identifier.endpage461
dc.identifier.isbn978-1-5090-4489-4
dc.identifier.startpage456
dc.identifier.urihttps://hdl.handle.net/11480/13898
dc.identifier.wosWOS:000426909600069
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.language.isoen
dc.publisherIEEE
dc.relation.ispartof2017 International Conference on Optimization of Electrical and Electronic Equipment (Optim) & 2017 Intl Aegean Conference on Electrical Machines and Power Electronics (Acemp)
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_20241106
dc.subjectAc Drives
dc.subjectObservers
dc.subjectDesign
dc.titleLoad Torque and Stator Resistance Estimations with Unscented Kalman Filter for Speed-Sensorless Control of Induction Motors
dc.typeConference Object

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