The optimization of EKF algorithm based on current errors for speed-sensorless control of induction motors

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dc.contributor.authorZerdali, Emrah
dc.contributor.authorBarut, Murat
dc.date.accessioned2024-11-07T10:39:27Z
dc.date.available2024-11-07T10:39:27Z
dc.date.issued2016
dc.departmentNiğde Ömer Halisdemir Üniversitesi
dc.description1st Joint International Aegean Conference on Electrical Machines and Power Electronics, ACEMP 2015, International Conference on Optimization of Electrical and Electronic Equipment, OPTIM 2015 and International Symposium on Advanced Electromechanical Motion Systems, ELECTROMOTION 2015 -- 2 September 2015 through 4 September 2015 -- Side -- 119924
dc.description.abstractIn this study, an optimized extended Kalman filter (EKF) is designed in order to achieve high performance speed-sensorless control of induction motors (IMs). The EKF algorithm estimates the stationary axis components of rotor fluxes, ?r? and ?r?, the rotor angular velocity, ?m, the rotor resistance, R?r, besides the stationary axis components of stator currents, is? and is?, which are measured as output as well. Also, an optimization process is performed using errors between measured and estimated current components to obtain satisfying estimation performance with EKF. The experimental results prove the high performance control of the proposed system. © 2015 IEEE.
dc.identifier.doi10.1109/OPTIM.2015.7426998
dc.identifier.endpage392
dc.identifier.isbn978-146737239-8
dc.identifier.scopus2-s2.0-84964978449
dc.identifier.scopusqualityN/A
dc.identifier.startpage388
dc.identifier.urihttps://doi.org/10.1109/OPTIM.2015.7426998
dc.identifier.urihttps://hdl.handle.net/11480/10966
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers Inc.
dc.relation.ispartofJoint International Conference - ACEMP 2015: Aegean Conference on Electrical Machines and Power Electronics, OPTIM 2015: Optimization of Electrical and Electronic Equipment and ELECTROMOTION 2015: International Symposium on Advanced Electromechanical Motion Systems
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_20241106
dc.subjectAlgorithms
dc.subjectElectric machinery
dc.subjectElectronic equipment
dc.subjectExtended Kalman filters
dc.subjectInduction motors
dc.subjectOptimization
dc.subjectOscillators (electronic)
dc.subjectPower electronics
dc.subjectCurrent component
dc.subjectEstimation performance
dc.subjectHigh performance control
dc.subjectOn currents
dc.subjectRotor fluxes
dc.subjectRotor resistances
dc.subjectSpeed sensorless control
dc.subjectStator currents
dc.subjectSensorless control
dc.titleThe optimization of EKF algorithm based on current errors for speed-sensorless control of induction motors
dc.typeConference Object

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