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Minimization of harmonic distortion impact due to large-scale fast charging station using Modified Lightning Search Algorithm and Pareto-Fuzzy synergistic approach

The increased number of nonlinear loads in the distribution system has caused a significant impact on its power quality in the form of higher harmonic distortion. The fast charging station (FCS) is an example of a powerful nonlinear load that is currently being widely promoted with the aim of suppor...

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Main Authors: Syed Nasir, S. N., Jamian, J. J., Mustafa, M. W.
Format: Article
Published: John Wiley and Sons Inc. 2018
Subjects:
TK Electrical engineering. Electronics Nuclear engineering
Online Access:http://eprints.utm.my/id/eprint/85188/
http://dx.doi.org/10.1002/tee.22634
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spelling my.utm.851882020-03-04T01:30:53Z http://eprints.utm.my/id/eprint/85188/ Minimization of harmonic distortion impact due to large-scale fast charging station using Modified Lightning Search Algorithm and Pareto-Fuzzy synergistic approach Syed Nasir, S. N. Jamian, J. J. Mustafa, M. W. TK Electrical engineering. Electronics Nuclear engineering The increased number of nonlinear loads in the distribution system has caused a significant impact on its power quality in the form of higher harmonic distortion. The fast charging station (FCS) is an example of a powerful nonlinear load that is currently being widely promoted with the aim of supporting the continuous usage of electric vehicles (EV). The most common and cheapest method to minimize harmonic impact is through the use of a passive filter. This paper presents an optimal sizing and placement of a passive filter design based on the numbers of FCS installed in the distribution system. The MATLAB/m-file platform is used to model the power system harmonic flow, passive filter, and FCS. The control strategy used to minimize the total harmonic distortion (THD) due to the large number of FCS is presented based on the selection of optimal location and the size of passive filters that will provide minimum THD and apparent power losses to the overall distribution system. A Modified Lightning Search Algorithm (MLSA) technique is applied with the aim of identifying the optimal solution. The Pareto-Fuzzy technique is used to obtain a better solution among nondominated solutions. From the result, the optimal placements and sizes of passive filter will be able to reduce the maximum THD and also the total losses in the distribution system, which is equipped with 17 FCS units. This study is useful as a guide for grid owners to control the impact of large-scale FCS deployment in the distribution system. John Wiley and Sons Inc. 2018-06 Article PeerReviewed Syed Nasir, S. N. and Jamian, J. J. and Mustafa, M. W. (2018) Minimization of harmonic distortion impact due to large-scale fast charging station using Modified Lightning Search Algorithm and Pareto-Fuzzy synergistic approach. IEEJ Transactions on Electrical and Electronic Engineering, 13 (6). pp. 815-822. ISSN 1931-4973 http://dx.doi.org/10.1002/tee.22634
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Syed Nasir, S. N.
Jamian, J. J.
Mustafa, M. W.
Minimization of harmonic distortion impact due to large-scale fast charging station using Modified Lightning Search Algorithm and Pareto-Fuzzy synergistic approach
description The increased number of nonlinear loads in the distribution system has caused a significant impact on its power quality in the form of higher harmonic distortion. The fast charging station (FCS) is an example of a powerful nonlinear load that is currently being widely promoted with the aim of supporting the continuous usage of electric vehicles (EV). The most common and cheapest method to minimize harmonic impact is through the use of a passive filter. This paper presents an optimal sizing and placement of a passive filter design based on the numbers of FCS installed in the distribution system. The MATLAB/m-file platform is used to model the power system harmonic flow, passive filter, and FCS. The control strategy used to minimize the total harmonic distortion (THD) due to the large number of FCS is presented based on the selection of optimal location and the size of passive filters that will provide minimum THD and apparent power losses to the overall distribution system. A Modified Lightning Search Algorithm (MLSA) technique is applied with the aim of identifying the optimal solution. The Pareto-Fuzzy technique is used to obtain a better solution among nondominated solutions. From the result, the optimal placements and sizes of passive filter will be able to reduce the maximum THD and also the total losses in the distribution system, which is equipped with 17 FCS units. This study is useful as a guide for grid owners to control the impact of large-scale FCS deployment in the distribution system.
format Article
author Syed Nasir, S. N.
Jamian, J. J.
Mustafa, M. W.
author_facet Syed Nasir, S. N.
Jamian, J. J.
Mustafa, M. W.
author_sort Syed Nasir, S. N.
title Minimization of harmonic distortion impact due to large-scale fast charging station using Modified Lightning Search Algorithm and Pareto-Fuzzy synergistic approach
title_short Minimization of harmonic distortion impact due to large-scale fast charging station using Modified Lightning Search Algorithm and Pareto-Fuzzy synergistic approach
title_full Minimization of harmonic distortion impact due to large-scale fast charging station using Modified Lightning Search Algorithm and Pareto-Fuzzy synergistic approach
title_fullStr Minimization of harmonic distortion impact due to large-scale fast charging station using Modified Lightning Search Algorithm and Pareto-Fuzzy synergistic approach
title_full_unstemmed Minimization of harmonic distortion impact due to large-scale fast charging station using Modified Lightning Search Algorithm and Pareto-Fuzzy synergistic approach
title_sort minimization of harmonic distortion impact due to large-scale fast charging station using modified lightning search algorithm and pareto-fuzzy synergistic approach
publisher John Wiley and Sons Inc.
publishDate 2018
url http://eprints.utm.my/id/eprint/85188/
http://dx.doi.org/10.1002/tee.22634
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score 13.211869

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