AN ADAPTIVE LINEAR COMBINER FOR ONLINE TRACKING OF POWER-SYSTEM HARMONICS

Citation
Pk. Dash et al., AN ADAPTIVE LINEAR COMBINER FOR ONLINE TRACKING OF POWER-SYSTEM HARMONICS, IEEE transactions on power systems, 11(4), 1996, pp. 1730-1735
Citations number
11
Categorie Soggetti
Engineering, Eletrical & Electronic
ISSN journal
08858950
Volume
11
Issue
4
Year of publication
1996
Pages
1730 - 1735
Database
ISI
SICI code
0885-8950(1996)11:4<1730:AALCFO>2.0.ZU;2-I
Abstract
The paper presents a new approach for the estimation of harmonic compo nents of a power system using a linear adaptive neuron called Adaline. The learning parameters in the proposed neural estimation algorithm a re adjusted to force the error between the actual and desired outputs to satisfy a stable difference error equation. The estimator tracks th e Fourier coefficients of the signal data corrupted with noise and dec aying de components very accurately. Adaptive tracking of harmonic com ponents of a power system can easily be done using this algorithm. Sev eral numerical tests have been conducted for the adaptive estimation o f harmonic components of power system signals mixed with noise and dec aying de components.