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.accessioned2024-11-07T10:39:31Z
dc.date.available2024-11-07T10:39:31Z
dc.date.issued2016
dc.departmentNiğde Ömer Halisdemir Üniversitesi
dc.descriptionIEEE Industrial Electronics Society (IES); Institute of Electrical and Electronics Engineers (IEEE)
dc.description42nd Conference of the Industrial Electronics Society, IECON 2016 -- 24 October 2016 through 27 October 2016 -- Florence -- 125546
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. © 2016 IEEE.
dc.identifier.doi10.1109/IECON.2016.7793867
dc.identifier.endpage2950
dc.identifier.isbn978-150903474-1
dc.identifier.scopus2-s2.0-85010023459
dc.identifier.scopusqualityN/A
dc.identifier.startpage2946
dc.identifier.urihttps://doi.org/10.1109/IECON.2016.7793867
dc.identifier.urihttps://hdl.handle.net/11480/11026
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherIEEE Computer Society
dc.relation.ispartofIECON Proceedings (Industrial Electronics Conference)
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_20241106
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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