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All Journal International Journal of Electrical and Computer Engineering
Mahmoud Mostefa Tounsi
University center relizane algeria
Computer Science & IT Electrical & Electronics Engineering

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ANFIS control of a shunt active filter based with a five-level NPC inverter to improve power quality Mahmoud Mostefa Tounsi; Ahmed Allali; Houari Merabet Boulouiha; Mouloud Denaï
International Journal of Electrical and Computer Engineering (IJECE) Vol 11, No 3: June 2021
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijece.v11i3.pp1886-1893

Abstract

This paper addresses the problem of power quality, and the degradation of the current waveform in the distribution network which results directly from the proliferation of the nonlinear loads. We propose to use a five-level neutral point clamped (NPC) inverter topology for the implementation of the shunt active filter (SAPF). The aim of the SAPF is to inject harmonic currents in phase opposition at the connection point. The identification of harmonics is based on the pq method. A neuro-fuzzy controller based on ANFIS (adaptive neuro fuzzy inference system) is designed for the SAPF. The simulation study is carried out using MATLAB/Simulink and the results show a significant improvement in the quality of energy and a reduction in total harmonic distortion (THD) in accordance with IEC standard, IEEE-519, IEC 61000, EN 50160.
Co-Authors Ahmed Allali Houari Merabet Boulouiha Mouloud Denaï