Speed-Sensorless Induction Motor Drive with Unscented Kalman Filter Including the Estimations of Load Torque and Rotor Resistance

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dc.contributor.authorYildiz, Recep
dc.contributor.authorBarut, Murat
dc.contributor.authorZerdali, Emrah
dc.date.accessioned2019-08-01T13:38:39Z
dc.date.available2019-08-01T13:38:39Z
dc.date.issued2016
dc.departmentNiğde ÖHÜ
dc.description42nd Annual Conference of the IEEE-Industrial-Electronics-Society (IECON) -- OCT 24-27, 2016 -- Florence, ITALY
dc.description.abstractIn this paper, an unscented Kalman filter (UKF) based speed-sensorless vector control of induction motors (IMs) have been implemented for a wide speed range including zero speed. The proposed UKF simultaneously estimates stator stationary axis components of stator currents and rotor fluxes, rotor mechanical speed, load torque including viscous friction term, and rotor resistance. The effectiveness of the introduced UKF algorithm and thus the speed-sensorless IM drive are verified by computer simulations consisting of different challenging scenarios. From this point of view, it is the first speed-sensorless IM drive in the literature to utilize the UKF algorithm including the simultaneous estimations of stator currents, rotor fluxes, rotor mechanical speed, load torque including viscous friction term, and rotor resistance in simulation.
dc.description.sponsorshipIEEE Ind Elect Soc, Inst Elect & Elect Engineers
dc.description.sponsorshipNigde University Research Project Unit
dc.description.sponsorshipThis work is supported by Nigde University Research Project Unit under the research grant of FEB 2016/09-BAGEP.
dc.identifier.endpage2950
dc.identifier.isbn978-1-5090-3474-1
dc.identifier.issn1553-572X
dc.identifier.startpage2946
dc.identifier.urihttps://hdl.handle.net/11480/3723
dc.identifier.wosWOS:000399031203037
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.institutionauthor[0-Belirlenecek]
dc.language.isoen
dc.publisherIEEE
dc.relation.ispartofPROCEEDINGS OF THE IECON 2016 - 42ND ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY
dc.relation.ispartofseriesIEEE Industrial Electronics Society
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.titleSpeed-Sensorless Induction Motor Drive with Unscented Kalman Filter Including the Estimations of Load Torque and Rotor Resistance
dc.typeConference Object

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