DocumentCode
535266
Title
A novel adaptive harmonic detecting algorithm applied to active power filters
Author
Yang, Jianning ; Guan, Jiajun ; Ning, Yanmin ; Liu, Qianqian
Author_Institution
Coll. of Electron. & Inf. Eng., Jiangsu Univ., Zhenjiang, China
Volume
7
fYear
2010
fDate
16-18 Oct. 2010
Firstpage
3287
Lastpage
3290
Abstract
The performance of active power filter (APF) depends on the method applied to the harmonic current detection, a novel variable step-size LMS algorithm is proposed, where using autocorrelation time mean estimate of error signal to update the step-size, it can suppresses the effect of the harmonic components on the updating of step-size. The performance of the algorithm is validated through a simulation with MATLAB software. The result shows that the novel algorithm has advantages of a quite high detection precision, a big convergence rate and a good noise immunity performance, which is the same as theoretical analysis.
Keywords
active filters; adaptive signal detection; correlation methods; least mean squares methods; power harmonic filters; APF; MATLAB software; active power filter; adaptive harmonic detection algorithm; autocorrelation time mean error signal estimation; harmonic current detection; least mean square algorithm; variable step-size LMS algorithm; Adaptive filters; Convergence; Harmonic analysis; Least squares approximation; Power harmonic filters; Signal processing algorithms; Steady-state; active power filter (APF); harmonic detection; least mean square (LMS); variable step-size;
fLanguage
English
Publisher
ieee
Conference_Titel
Image and Signal Processing (CISP), 2010 3rd International Congress on
Conference_Location
Yantai
Print_ISBN
978-1-4244-6513-2
Type
conf
DOI
10.1109/CISP.2010.5647460
Filename
5647460
Link To Document