Title :
Single-phase shunt active power filter with knowledge-based harmonic detection algorithm
Author :
Rukonuzzaman, M. ; Nakaoka, Mutsuo
Author_Institution :
Power Electron. & 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; electric current control; neural nets; power harmonic filters; power system analysis computing; power system control; power system harmonics; signal processing; active filtering processing system; adaptive neural network algorithm; current harmonics compensation; harmonic components detection; harmonic components generation; hysteresis current controller; instantaneous harmonic current compensation; knowledge-based harmonic detection; nonlinear current loads; signal processing; 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 :
Power Conversion Conference, 2002. PCC-Osaka 2002. Proceedings of the
Conference_Location :
Osaka
Print_ISBN :
0-7803-7156-9
DOI :
10.1109/PCC.2002.997618
