Suppression of total harmonic distortion using single-phase shunt active power filter with fuzzy logic controller

In the previous years, electrical power system equipment and devices were designed to produce purely sinusoidal voltage and current wave forms. But nowadays, with much interest and wide spreads of power electronics equipment and devices utilized for industrial, commercials and residential consumers,...

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Main Author:	Usman, Hamisu
Format:	Thesis
Language:	English
Published:	2013
Subjects:	Fuzzy systems Intelligent control systems
Online Access:	http://psasir.upm.edu.my/id/eprint/56096/1/FK%202013%2089RR.pdf
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spelling	my-upm-ir.560962017-07-20T07:41:21Z Suppression of total harmonic distortion using single-phase shunt active power filter with fuzzy logic controller 2013-10 Usman, Hamisu In the previous years, electrical power system equipment and devices were designed to produce purely sinusoidal voltage and current wave forms. But nowadays, with much interest and wide spreads of power electronics equipment and devices utilized for industrial, commercials and residential consumers, these equipment and other electronics devices can no longer operate with an ideal current and voltage waveform,because of the non-linearity of the equipment and devices in nature, that draw harmonics currents and voltages from the supply. With this, traditional LC passive filters were first introduced to mitigate harmonics currents/voltages and reactive power produced by non-linear loads. But passive filters are limited in operation due to its limitations such as heavy in sizes, bulky and a tendency for parallel and series resonances with supply impedance. Due to the limitations of passive filters, active power filters are now the dynamic and viable solution to suppress current harmonics and reactive power drawn by non-linear loads. In this thesis, the modeling and simulation of single-phase shunt active power filter to mitigate the unwanted harmonics currents/voltages and reactive power drawn by non-linear loads are proposed. Fuzzy logic controller (FLC) was used to control the active filter, because of its simplicity and does not require any accurate mathematical model. Simulations arecarried out in MATLAB/SIMULINK and SIMPOWER tool box environment. In the simulation, synchronous reference frame was used to extract the harmonic reference current produced by the non-linear loads. The simulation results were validated with the experimental results of the hardware proto- type in the laboratory. Digital signal processor DSP TMS320F28335 was used in order to demonstrate the feasibility and good performance of the proposed control algorithm. The total harmonics distortions (THD %) for the simulation results are within the IEEE 519-1992 harmonic standard. While the experimental results does not comply with the recommended IEEE 519-1992 harmonic standard limits because of the real time hardware implementation and losses within the real time components. Fuzzy systems Intelligent control systems 2013-10 Thesis http://psasir.upm.edu.my/id/eprint/56096/ http://psasir.upm.edu.my/id/eprint/56096/1/FK%202013%2089RR.pdf application/pdf en public masters Universiti Putra Malaysia Fuzzy systems Intelligent control systems
institution	Universiti Putra Malaysia
collection	PSAS Institutional Repository
language	English
topic	Fuzzy systems Intelligent control systems
spellingShingle	Fuzzy systems Intelligent control systems Usman, Hamisu Suppression of total harmonic distortion using single-phase shunt active power filter with fuzzy logic controller
description	In the previous years, electrical power system equipment and devices were designed to produce purely sinusoidal voltage and current wave forms. But nowadays, with much interest and wide spreads of power electronics equipment and devices utilized for industrial, commercials and residential consumers, these equipment and other electronics devices can no longer operate with an ideal current and voltage waveform,because of the non-linearity of the equipment and devices in nature, that draw harmonics currents and voltages from the supply. With this, traditional LC passive filters were first introduced to mitigate harmonics currents/voltages and reactive power produced by non-linear loads. But passive filters are limited in operation due to its limitations such as heavy in sizes, bulky and a tendency for parallel and series resonances with supply impedance. Due to the limitations of passive filters, active power filters are now the dynamic and viable solution to suppress current harmonics and reactive power drawn by non-linear loads. In this thesis, the modeling and simulation of single-phase shunt active power filter to mitigate the unwanted harmonics currents/voltages and reactive power drawn by non-linear loads are proposed. Fuzzy logic controller (FLC) was used to control the active filter, because of its simplicity and does not require any accurate mathematical model. Simulations arecarried out in MATLAB/SIMULINK and SIMPOWER tool box environment. In the simulation, synchronous reference frame was used to extract the harmonic reference current produced by the non-linear loads. The simulation results were validated with the experimental results of the hardware proto- type in the laboratory. Digital signal processor DSP TMS320F28335 was used in order to demonstrate the feasibility and good performance of the proposed control algorithm. The total harmonics distortions (THD %) for the simulation results are within the IEEE 519-1992 harmonic standard. While the experimental results does not comply with the recommended IEEE 519-1992 harmonic standard limits because of the real time hardware implementation and losses within the real time components.
format	Thesis
qualification_level	Master's degree
author	Usman, Hamisu
author_facet	Usman, Hamisu
author_sort	Usman, Hamisu
title	Suppression of total harmonic distortion using single-phase shunt active power filter with fuzzy logic controller
title_short	Suppression of total harmonic distortion using single-phase shunt active power filter with fuzzy logic controller
title_full	Suppression of total harmonic distortion using single-phase shunt active power filter with fuzzy logic controller
title_fullStr	Suppression of total harmonic distortion using single-phase shunt active power filter with fuzzy logic controller
title_full_unstemmed	Suppression of total harmonic distortion using single-phase shunt active power filter with fuzzy logic controller
title_sort	suppression of total harmonic distortion using single-phase shunt active power filter with fuzzy logic controller
granting_institution	Universiti Putra Malaysia
publishDate	2013
url	http://psasir.upm.edu.my/id/eprint/56096/1/FK%202013%2089RR.pdf
_version_	1747812115687669760

Suppression of total harmonic distortion using single-phase shunt active power filter with fuzzy logic controller

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