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
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;
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
DOI :
10.1109/ICWAPR.2007.4420629