Dynamic Performance of Estimator-based Speed Sensorless Control of Induction Machines Using Extended and Unscented Kalman Filters

Dynamic Performance of Estimator-based Speed Sensorless Control of Induction Machines Using Extended and Unscented Kalman Filters

This paper presents an estimator-based speed sensorless field-oriented control (FOC) method for induction machines, where the state estimator is based on a self-contained, non-linear model. This model characterises both the electrical and the mechanical behaviours of the machine and describes them w...

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Bibliographic Details
Main Authors: Horváth Krisztián, Kuslits Márton
Format: Article
Language:English
Published: Sciendo 2018-12-01
Series:Power Electronics and Drives
Subjects:
Induction machine
speed sensorless control
field-oriented control (FOC)
non-linear state estimation
load torque estimation
extended Kalman filter (EKF)
unscented Kalman filter (UKF)
Online Access:http://www.degruyter.com/view/j/pead.2018.3.issue-1/pead-2018-0003/pead-2018-0003.xml?format=INT

Internet

http://www.degruyter.com/view/j/pead.2018.3.issue-1/pead-2018-0003/pead-2018-0003.xml?format=INT

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