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.contributor.editorErtan, HB
dc.date.accessioned2019-08-01T13:38:39Z
dc.date.available2019-08-01T13:38:39Z
dc.date.issued2015
dc.departmentNiğde ÖHÜ
dc.descriptionInt Aegean Conference on Electrical Machines and Power Electronics (ACEMP) / Int Conference on Optimization of Electrical and Electronic Equipment (OPTIM) / Int Symposium on Advanced Electromechanical Motion Systems (ELECTROMOTION) -- SEP 02-04, 2015 -- Side, TURKEY
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, phi(r alpha) and phi(r beta), the rotor angular velocity, omega(m), the rotor resistance, R'(r), besides the stationary axis components of stator currents, i(s alpha) and i(s beta), 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.
dc.description.sponsorshipIEEE, IEEE Ind Elect Soc, IEEE Power Elect Soc, IEEE Power & Energy Soc, Middle E Tech Univ, Transilvania Univ Brasov, Univ Politechnica Timisoara, Tech Univ Cluj Napoca, IEEE Ind Applicat Soc
dc.identifier.endpage392
dc.identifier.isbn978-1-4673-7239-8
dc.identifier.startpage388
dc.identifier.urihttps://hdl.handle.net/11480/3994
dc.identifier.wosWOS:000382957000064
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.institutionauthor[0-Belirlenecek]
dc.language.isoen
dc.publisherIEEE
dc.relation.ispartof2015 INTL AEGEAN CONFERENCE ON ELECTRICAL MACHINES & POWER ELECTRONICS (ACEMP), 2015 INTL CONFERENCE ON OPTIMIZATION OF ELECTRICAL & ELECTRONIC EQUIPMENT (OPTIM) & 2015 INTL SYMPOSIUM ON ADVANCED ELECTROMECHANICAL MOTION SYSTEMS (ELECTROMOTION)
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.titleThe Optimization of EKF Algorithm based on Current Errors for Speed-Sensorless Control of Induction Motors
dc.typeConference Object

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