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Comparisons of PI and ANN controllers for shunt HPF based on STF-PQ Algorithm under distorted grid voltage

Omran, Mohamed Asghaiyer and Izzeldin, I. Mohd and Abu Zaharin, Ahmad and Salem, Mohamed and Almelian, Mohamad Milood and Awang, Jusoh and Sutikno, Tole (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 System (IJPEDS), 10 (3). pp. 1339-1346. ISSN 2088-8694 (print); 2088-8694 (online)

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Abstract

This paper proposes a shunt hybrid power filter (HPF) for harmonic currents and reactive power compensation under a distorted voltage and in a pollutedenvironment. 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: ANN controller, PI controller, Reactive power, Self-tuning filter, Shunt hybrid filter
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering
Faculty/Division: Faculty of Electrical & Electronic Engineering
Institute of Postgraduate Studies
Depositing User: Noorul Farina Arifin
Date Deposited: 24 Nov 2020 04:38
Last Modified: 24 Nov 2020 05:03
URI: http://umpir.ump.edu.my/id/eprint/30037
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