Speed-sensorless induction motor drive with unscented Kalman filter including the estimations of load torque and rotor resistance

Küçük Resim Yok

Tarih

2016

Dergi Başlığı

Dergi ISSN

Cilt Başlığı

Yayıncı

IEEE Computer Society

Erişim Hakkı

info:eu-repo/semantics/closedAccess

Özet

In 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.

Açıklama

IEEE Industrial Electronics Society (IES); Institute of Electrical and Electronics Engineers (IEEE)
42nd Conference of the Industrial Electronics Society, IECON 2016 -- 24 October 2016 through 27 October 2016 -- Florence -- 125546

Anahtar Kelimeler

Kaynak

IECON Proceedings (Industrial Electronics Conference)

WoS Q Değeri

Scopus Q Değeri

N/A

Cilt

Sayı

Künye