TY  - JOUR
T1  - ANN Based Control Algorithm for Harmonic Elimination and Power Factor Correction Using Shunt Active Filter
AU - , T. Ruban Deva AU - , N. Kesavan Nair 
JO  - International Journal of Electrical and Power Engineering
VL  - 1
IS  - 2
SP  - 152
EP  - 157
PY  - 2007
DA  - 2001/08/19
SN  - 1990-7958
DO  - ijepe.2007.152.157
UR  - https://makhillpublications.co/view-article.php?doi=ijepe.2007.152.157
KW  - Adaptive shunt active filter
KW  -Artificial Neural Networks (ANN)
KW  -power quality
KW  -self-charging
AB  - The growth in the use of non-linear loads has caused power quality problems like high current harmonics and low power factor. Several control algorithms, which are usually used to resolve harmonic problems and their limitations are discussed in this study. Recently ANN based adaptive shunt active filter gains attention. In this study a new training algorithm for ANN based shunt active filter is proposed.  A modification in conventional self-charging technique is also is also proposed to regulate the dc capacitor voltage at the desired level without the use of PI controller. The design concept of the shunt active filter using the proposed ANN based control algorithm is verified through simulation and the result proved the effectiveness of the proposed algorithm.
ER  -