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Comparisons of pi and ann controllers for shunt hpf based on stf-pq algorithm under distorted grid voltage

Omran, M. A. and Ibrahim, I. I. and Ahmad, A. Z. and Salem, M. and Almelian, M. M. and Jusoh, A. and Sutikno, T. (2019) Comparisons of pi and ann controllers for shunt hpf based on stf-pq algorithm under distorted grid voltage. International Journal of Power Electronics and Drive Systems, 10 (3). pp. 1339-1346. ISSN 2088-8694

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Official URL: http://www.dx.doi.org/10.11591/ijpeds.v10.i3.pp133...

Abstract

This paper proposes a shunt hybrid power filter (HPF) for harmonic currents and reactive power compensation under a distorted voltage and in a polluted environment. For this purpose, the reference current of the shunt HPF is computed based on the instantaneous reactive power (p-q) theory with self-tuning filter (STF). In order to adjust the dc voltage as a reference value, PI and ANN controllers have been utilized. Moreover, the system has been implemented and simulated in a MATLAB-SIMULINK platform, and selected results are presented. Therefore, the results verified the good dynamic performance, transient stability and strong robustness of the ANN controller. Furthermore, the shunt HAPF with ANN controller has been found to be in agreement with the IEEE 519-1992 standard recommendations on harmonic levels.

Item Type:Article
Uncontrolled Keywords:reactive power, self-tuning filter, shunt hybrid filter
Subjects:T Technology > TK Electrical engineering. Electronics Nuclear engineering
Divisions:Electrical Engineering
ID Code:89361
Deposited By: Narimah Nawil
Deposited On:09 Feb 2021 04:26
Last Modified:09 Feb 2021 04:26

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