Shunt Active Power Filter Employing Kalman Filter Estimator For Harmonics Reduction

The wide use of non-linear loads, such as front-end rectifiers connected to the power distribution systems for DC supply or inverter-based applications, causes significant power quality degradation in power distribution networks in terms of current or voltage harmonics, power factor, and resonance p...

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Main Author: Abu Hasim, Ahmad Shukri
Format: Thesis
Language:English
English
Published: UTeM 2016
Subjects:
Online Access:http://eprints.utem.edu.my/id/eprint/18612/
https://plh.utem.edu.my/cgi-bin/koha/opac-detail.pl?biblionumber=100363
HF5351.M34 2016
Abstract Abstract here
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author Abu Hasim, Ahmad Shukri
author_facet Abu Hasim, Ahmad Shukri
author_sort Abu Hasim, Ahmad Shukri
description The wide use of non-linear loads, such as front-end rectifiers connected to the power distribution systems for DC supply or inverter-based applications, causes significant power quality degradation in power distribution networks in terms of current or voltage harmonics, power factor, and resonance problems. Many techniques have been proposed by the researchers to overcome these problems. One of the method is by using shunt active power filter (APF). This technique is an effective solution for reducing the current harmonics for low to medium power applications. Therefore, this research is targeted to design and implement a three-phase shunt APF employing Kalman filter estimator. The first step is designing the shunt APF circuit by deploying voltage source inverter (VSI). However, when using VSI the DC voltage needs to be maintained because its influence the real power conversion hence degrades the performance of the APF. Two methods are used to overcome this problem namely are conventional PI and PI-improved method. Both methods have been simulated under voltage variation and open circuit test. The results show that PI-improved voltage regulator produce better performance in reduction of the THD as the results reduce the surge current. On the other hands, three common controllers of the shunt APF for generation of reference current are compared and analysed to determine the best performance of THD reduction. Based on the results, the d-q reference current generator produces the lowest THD among others. Conventionally, low-pass filter (LPF) is used to filter out the unwanted DC component of the non-linear load to produce the sinusoidal waveform called reference current. However, when applying LPF it contribute with the phase shift and high transient at the supply current. Therefore, to reduce these problems, the digital Kalman filter estimator is used to replace the LPF for generating the reference current. Details investigation between conventional and proposed method under simulation based on Matlab simulink platform and experimental are made for three types of load namely three-phase rectifier with R-load, three-phase rectifier with RC-load and three-phase induction motor are presented. The performance criteria of the shunt APF are determined by the supply current waveform, THD, harmonics spectrum and power quality measurements were also obtained by simulation and experimental. In conclusion, by employing Kalman filter estimator for generating the reference current it reduce the time delay and high transient current at the power supply thus, improved the overall THD from 0.15% to 0.42% compared to the LPF.
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spelling utem-186122021-10-08T15:55:01Z http://eprints.utem.edu.my/id/eprint/18612/ Shunt Active Power Filter Employing Kalman Filter Estimator For Harmonics Reduction Abu Hasim, Ahmad Shukri Q Science (General) QA Mathematics The wide use of non-linear loads, such as front-end rectifiers connected to the power distribution systems for DC supply or inverter-based applications, causes significant power quality degradation in power distribution networks in terms of current or voltage harmonics, power factor, and resonance problems. Many techniques have been proposed by the researchers to overcome these problems. One of the method is by using shunt active power filter (APF). This technique is an effective solution for reducing the current harmonics for low to medium power applications. Therefore, this research is targeted to design and implement a three-phase shunt APF employing Kalman filter estimator. The first step is designing the shunt APF circuit by deploying voltage source inverter (VSI). However, when using VSI the DC voltage needs to be maintained because its influence the real power conversion hence degrades the performance of the APF. Two methods are used to overcome this problem namely are conventional PI and PI-improved method. Both methods have been simulated under voltage variation and open circuit test. The results show that PI-improved voltage regulator produce better performance in reduction of the THD as the results reduce the surge current. On the other hands, three common controllers of the shunt APF for generation of reference current are compared and analysed to determine the best performance of THD reduction. Based on the results, the d-q reference current generator produces the lowest THD among others. Conventionally, low-pass filter (LPF) is used to filter out the unwanted DC component of the non-linear load to produce the sinusoidal waveform called reference current. However, when applying LPF it contribute with the phase shift and high transient at the supply current. Therefore, to reduce these problems, the digital Kalman filter estimator is used to replace the LPF for generating the reference current. Details investigation between conventional and proposed method under simulation based on Matlab simulink platform and experimental are made for three types of load namely three-phase rectifier with R-load, three-phase rectifier with RC-load and three-phase induction motor are presented. The performance criteria of the shunt APF are determined by the supply current waveform, THD, harmonics spectrum and power quality measurements were also obtained by simulation and experimental. In conclusion, by employing Kalman filter estimator for generating the reference current it reduce the time delay and high transient current at the power supply thus, improved the overall THD from 0.15% to 0.42% compared to the LPF. UTeM 2016 Thesis NonPeerReviewed text en http://eprints.utem.edu.my/id/eprint/18612/1/Shunt%20Active%20Power%20Filter%20Employing%20Kalman%20Filter%20Estimator%20For%20Harmonics%20Reduction%2024%20Pages.pdf text en http://eprints.utem.edu.my/id/eprint/18612/2/Shunt%20Active%20Power%20Filter%20Employing%20Kalman%20Filter%20Estimator%20For%20Harmonics%20Reduction.pdf Abu Hasim, Ahmad Shukri (2016) Shunt Active Power Filter Employing Kalman Filter Estimator For Harmonics Reduction. Doctoral thesis, Universiti Teknikal Malaysia Melaka. https://plh.utem.edu.my/cgi-bin/koha/opac-detail.pl?biblionumber=100363 HF5351.M34 2016
spellingShingle Q Science (General)
QA Mathematics
Abu Hasim, Ahmad Shukri
Shunt Active Power Filter Employing Kalman Filter Estimator For Harmonics Reduction
thesis_level PhD
title Shunt Active Power Filter Employing Kalman Filter Estimator For Harmonics Reduction
title_full Shunt Active Power Filter Employing Kalman Filter Estimator For Harmonics Reduction
title_fullStr Shunt Active Power Filter Employing Kalman Filter Estimator For Harmonics Reduction
title_full_unstemmed Shunt Active Power Filter Employing Kalman Filter Estimator For Harmonics Reduction
title_short Shunt Active Power Filter Employing Kalman Filter Estimator For Harmonics Reduction
title_sort shunt active power filter employing kalman filter estimator for harmonics reduction
topic Q Science (General)
QA Mathematics
url http://eprints.utem.edu.my/id/eprint/18612/
https://plh.utem.edu.my/cgi-bin/koha/opac-detail.pl?biblionumber=100363
HF5351.M34 2016
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