DocumentCode
468899
Title
Harmonic detection for three-phase circuit based on the TLS estimation algorithm
Author
Zhang, Jun-min ; Liu, Kai-pei
Author_Institution
South-Central Univ. For Nationalities, Wuhan
Volume
1
fYear
2007
fDate
2-4 Nov. 2007
Firstpage
24
Lastpage
28
Abstract
Based on the Newton learning algorithm, a new algorithm for TLS estimation and its application in harmonic detection is presented in this paper. It is shown that the LMS algorithm and constrained Anti-Hebbian algorithm are two examples of the proposed algorithm in this paper. The dynamic performance of the TLS algorithm is better than that of LMS and anti-Hebbian algorithms. And the APF based on TLS algorithm can be used under the conditions of three-phase unbalanced and nonlinear loads, can be applicable to detect harmonic, reactive and negative sequence currents respectively or the sum of ones. At the same time the smaller error than that in single-phase can be obtained.
Keywords
harmonic analysis; power electronics; TLS estimation algorithm; constrained antiHebbian algorithm; harmonic detection; nonlinear loads; three-phase circuit; three-phase unbalanced loads; Active filters; Adaptive filters; Circuits; Filtering theory; Frequency; Least mean squares methods; Least squares approximation; Power harmonic filters; Power system harmonics; Surface fitting; Newton algorithm; TLS estimation; adaptive; harmonic detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Wavelet Analysis and Pattern Recognition, 2007. ICWAPR '07. International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4244-1065-1
Electronic_ISBN
978-1-4244-1066-8
Type
conf
DOI
10.1109/ICWAPR.2007.4420629
Filename
4420629
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