TY - GEN
T1 - Research on an improved adaptive algorithm applied to active power filters
AU - He, Yingjie
AU - Zou, Yunping
AU - Liu, Fei
AU - Li, Hui
PY - 2006
Y1 - 2006
N2 - For the moment, there have been a number of harmonic current detecting methods for active power filters(APF), including the filtration approach by fixed frequency filters, the composition method of the imaginary and the real power based on the instantaneous reactive power theory, adaptive noise canceling method, wavelet technology, and so on. Especially for the adaptive harmonic measuring, since its unique advantages of well bandwidth behaving, simple algorithm, automatically tracking grid fiequency and robustness to circuit parameter variation, it has received significant attention in recent years. The paper provides an improved adaptive algorithm of detecting harmonic currents. It adopts a new variable step size least mean square(LMS) method allowing more flexible control of misadjustment and convergence time without the need to compromise one for the other. Moreover, the algorithm can effectively adjust the step size while maintaining the immunity against harmonic current disturbance. Meanwhile the additional calculation is very little, so the algorithm presented is easy to implement. The simulation results illustrate that the performance of the proposed approach is satisfactory.
AB - For the moment, there have been a number of harmonic current detecting methods for active power filters(APF), including the filtration approach by fixed frequency filters, the composition method of the imaginary and the real power based on the instantaneous reactive power theory, adaptive noise canceling method, wavelet technology, and so on. Especially for the adaptive harmonic measuring, since its unique advantages of well bandwidth behaving, simple algorithm, automatically tracking grid fiequency and robustness to circuit parameter variation, it has received significant attention in recent years. The paper provides an improved adaptive algorithm of detecting harmonic currents. It adopts a new variable step size least mean square(LMS) method allowing more flexible control of misadjustment and convergence time without the need to compromise one for the other. Moreover, the algorithm can effectively adjust the step size while maintaining the immunity against harmonic current disturbance. Meanwhile the additional calculation is very little, so the algorithm presented is easy to implement. The simulation results illustrate that the performance of the proposed approach is satisfactory.
KW - Active power filter
KW - Harmonic detecting
KW - Least mean square
KW - Variable step-size
UR - https://www.scopus.com/pages/publications/34250209155
U2 - 10.1109/TDC.2006.1668577
DO - 10.1109/TDC.2006.1668577
M3 - 会议稿件
AN - SCOPUS:34250209155
SN - 0780391942
SN - 9780780391949
T3 - Proceedings of the IEEE Power Engineering Society Transmission and Distribution Conference
SP - 672
EP - 677
BT - Proceedings of the IEEE Power Engineering Society Transmission and Distribution Conference, PES TD 2005/2006
T2 - IEEE Power Engineering Society Transmission and Distribution Conference, PES TD 2005/2006
Y2 - 21 May 2006 through 24 May 2006
ER -