Title :
Single-phase shunt active power filter with adaptive neural network method for determining compensating current
Author :
Rukonuzzaman, M. ; Nakaoka, M.
Author_Institution :
Power Electron. Syst. & Control Lab., Yamaguchi Univ., Japan
Abstract :
An advanced active power filter for the compensation of instantaneous harmonic current components in nonlinear current loads is presented in this paper. A novel signal processing technique using an adaptive neural network algorithm is applied for the detection of harmonic components generated by nonlinear current loads and it can efficiently determine the instantaneous harmonic components in real time. The validity of this active filtering processing system to compensate current harmonics is substantiated via simulations
Keywords :
active filters; neural nets; power harmonic filters; power system harmonics; signal processing; adaptive neural network algorithm; adaptive neural network method; compensating current determination; instantaneous harmonic current components compensation; nonlinear current loads; signal processing technique; single-phase shunt active power filter; Active filters; Adaptive signal detection; Adaptive signal processing; Adaptive systems; Filtering; Neural networks; Power harmonic filters; Power system harmonics; Signal generators; Signal processing algorithms;
Conference_Titel :
Industrial Electronics Society, 2001. IECON '01. The 27th Annual Conference of the IEEE
Conference_Location :
Denver, CO
Print_ISBN :
0-7803-7108-9
DOI :
10.1109/IECON.2001.975604
