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