Sensorless control of a PMSM drive using EKF for wide speed range supplied by MPPT based solar PV system

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dc.contributor.authorAnwer, Abbas Mahmood Oghor.
dc.contributor.authorOmar, Fuad Alhaj.
dc.contributor.authorBakir, Hale.
dc.contributor.authorKulaksiz, Ahmet Afsin.
dc.date.accessioned2020-03-26T20:20:27Z
dc.date.available2020-03-26T20:20:27Z
dc.date.issued2020
dc.departmentSelçuk Üniversitesi, Mühendislik Fakültesi, Elektirik ve Elektronik Mühendisliği Bölümüen_US
dc.description.abstractIn photovoltaic (PV) applications, employing Surface-Mounted Permanent Magnet Synchronous Motor (SMPMSM) can be a suitable option, especially for solar pumping and Heating, Ventilation, and Air Conditioning (HVAC) applications. However, when the motor loads are supplied from varying and limited energy sources, such as solar PV, it is vital to determine operating behavior and provide a stable operation for a wide range of operating conditions. In this study, the operating stability of Permanent Magnet Synchronous Motor (PMSM) was improved by sensorless Field Oriented Control (FOC) based on Extended Kalman Filter (EKF). In order to achieve optimal operation of the PV system under various meteorological conditions and load variations, an incremental conductance approach based maximum power point tracking (MPPT) system was introduced. For estimation of the speed of PMSM in wide speed range, instead of using a hybrid estimation strategy, fixed d-axis current with EKF was applied to the low-speed regions of SMPMSM, while in the medium and high speed regions, the d-axis current was set to zero. The major contributions of this paper are to reduce complexity of the control method and testing the method in a photovoltaic system with MPPT operation. The complete system was modeled in a Matlab/Simulink environment and simulation results are shown according to a wide range of operating conditions.en_US
dc.description.sponsorshipKonya Technical University Academic Staff Training Program (OYP) of Turkey [2017-OYP-025]en_US
dc.description.sponsorshipThis research was funded by a grant (No. 2017-OYP-025) from Konya Technical University Academic Staff Training Program (OYP) of Turkey.en_US
dc.identifier.citationAnwer, A. M. O., Omar, F. A., Bakir, H., Kulaksiz, A. A. (2020). Sensorless Control of a PMSM Drive Using EKF for Wide Speed Range Supplied by MPPT Based Solar PV System. Elektronika ir Elektrotechnika, 26(1), 32-39.
dc.identifier.doi10.5755/j01.eie.26.1.25308en_US
dc.identifier.endpage39en_US
dc.identifier.issn1392-1215en_US
dc.identifier.issue1en_US
dc.identifier.startpage32en_US
dc.identifier.urihttps://dx.doi.org/10.5755/j01.eie.26.1.25308
dc.identifier.urihttps://hdl.handle.net/20.500.12395/38591
dc.identifier.volume26en_US
dc.identifier.wosWOS:000518114800005en_US
dc.identifier.wosqualityQ4en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.institutionauthorAnwer, Abbas Mahmood Oghor.
dc.institutionauthorOmar, Fuad Alhaj.
dc.language.isoenen_US
dc.publisherKAUNAS UNIV TECHNOLOGYen_US
dc.relation.ispartofELEKTRONIKA IR ELEKTROTECHNIKAen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectPMSMen_US
dc.subjectPV systemen_US
dc.subjectMPPTen_US
dc.subjectExtended Kalman filteren_US
dc.titleSensorless control of a PMSM drive using EKF for wide speed range supplied by MPPT based solar PV systemen_US
dc.typeArticleen_US

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