DocumentCode :
730612
Title :
A quaternion frequency estimator for three-phase power systems
Author :
Talebi, Sayed Pouria ; Mandic, Danilo P.
Author_Institution :
Dept. of Electr. & Electron. Eng., Imperial Coll. of London, London, UK
fYear :
2015
fDate :
19-24 April 2015
Firstpage :
3956
Lastpage :
3960
Abstract :
Motivated by the need for accurate frequency estimation in power systems, a novel algorithm for estimating the fundamental frequency of both balanced and unbalanced three-phase power systems, which is robust to noise and distortions, is developed. This is achieved through the use of quaternions in order to provide a unified framework for joint modeling of voltage measurements from all the phases of a three-phase system. Next, the recently introduced Hℝ-calculus is employed to derive a state space estimator based on the quaternion extended Kalman filter (QEKF). The proposed algorithm is validated over a variety of case studies using both synthetic and real-world data.
Keywords :
Kalman filters; frequency estimation; power systems; voltage measurement; Hℝ-calculus; QEKF; balanced three-phase power systems; joint voltage measurement modeling; quaternion extended Kalman filter; quaternion frequency estimator; state space estimator; unbalanced three-phase power systems; Quaternions; Three-phase power systems; frequency estimation; quaternion Kalman filtering; quaternion state space modeling; quaternion-valued signal processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
Conference_Location :
South Brisbane, QLD
Type :
conf
DOI :
10.1109/ICASSP.2015.7178713
Filename :
7178713
Link To Document :
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