Optimal designing of static var compensator to improve voltage profile of power system using fuzzy logic control

The unbalanced and nonlinear characteristic of many loads connected to the power system can cause power quality problems, which in turn affects other consumers. Electric arc furnaces (EAF) are among the loads that cause major problems for system power quality. The use of static var compensator (SVC)...

Full description

Saved in:
Bibliographic Details
Main Authors: Naderipour, A., Abdul Malek, Z., Heidari Gandoman, F., Nowdeh, S. A., Shiran, M. A., Hadidian Moghaddam, M. J., Davoodkhani, I. F.
Format: Article
Published: Elsevier Ltd. 2020
Subjects:
Online Access:http://eprints.utm.my/id/eprint/86408/
https://dx.doi.org/ 10.1016/j.energy.2019.116665
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Universiti Teknologi Malaysia
id my.utm.86408
record_format eprints
spelling my.utm.864082020-10-13T02:11:05Z http://eprints.utm.my/id/eprint/86408/ Optimal designing of static var compensator to improve voltage profile of power system using fuzzy logic control Naderipour, A. Abdul Malek, Z. Heidari Gandoman, F. Nowdeh, S. A. Shiran, M. A. Hadidian Moghaddam, M. J. Davoodkhani, I. F. TK Electrical engineering. Electronics Nuclear engineering The unbalanced and nonlinear characteristic of many loads connected to the power system can cause power quality problems, which in turn affects other consumers. Electric arc furnaces (EAF) are among the loads that cause major problems for system power quality. The use of static var compensator (SVC) is a way to reduce power quality problems caused by EAF. Since precise quantification of the SVC susceptance function can greatly influence the optimization of the reactive power, in this paper proposed using of a fuzzy logic controller to optimize the susceptance function to further improve the voltage profile and reduce SVC capacitance. The results from simulations show that the SVC based fuzzy method optimally determines the coefficient of the susceptance function. The results show that the proposed method with the proposed method has good performance in reduction of harmonic currents and improving the voltage profile of the system. So, the results clear that in case of EAF load, the SVC is capable of rapidly compensating its effect and improve the system power quality. By maintaining the bus voltage and eliminating voltage oscillations, the active power received is quickly stabilised and power oscillations are removed. Thus, power quality problems of EAF application is eliminated with application of optimized SVC based fuzzy method. In addition, the performance of the proposed method compared to mathematical methods in previous studies has been evaluated, which presents superiority of the proposed method in reducing voltage oscillations and reducing harmonic currents. Elsevier Ltd. 2020-02 Article PeerReviewed Naderipour, A. and Abdul Malek, Z. and Heidari Gandoman, F. and Nowdeh, S. A. and Shiran, M. A. and Hadidian Moghaddam, M. J. and Davoodkhani, I. F. (2020) Optimal designing of static var compensator to improve voltage profile of power system using fuzzy logic control. Energy, 192 (1). ISSN 0360-5442 https://dx.doi.org/ 10.1016/j.energy.2019.116665 DOI: 10.1016/j.energy.2019.116665
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
Naderipour, A.
Abdul Malek, Z.
Heidari Gandoman, F.
Nowdeh, S. A.
Shiran, M. A.
Hadidian Moghaddam, M. J.
Davoodkhani, I. F.
Optimal designing of static var compensator to improve voltage profile of power system using fuzzy logic control
description The unbalanced and nonlinear characteristic of many loads connected to the power system can cause power quality problems, which in turn affects other consumers. Electric arc furnaces (EAF) are among the loads that cause major problems for system power quality. The use of static var compensator (SVC) is a way to reduce power quality problems caused by EAF. Since precise quantification of the SVC susceptance function can greatly influence the optimization of the reactive power, in this paper proposed using of a fuzzy logic controller to optimize the susceptance function to further improve the voltage profile and reduce SVC capacitance. The results from simulations show that the SVC based fuzzy method optimally determines the coefficient of the susceptance function. The results show that the proposed method with the proposed method has good performance in reduction of harmonic currents and improving the voltage profile of the system. So, the results clear that in case of EAF load, the SVC is capable of rapidly compensating its effect and improve the system power quality. By maintaining the bus voltage and eliminating voltage oscillations, the active power received is quickly stabilised and power oscillations are removed. Thus, power quality problems of EAF application is eliminated with application of optimized SVC based fuzzy method. In addition, the performance of the proposed method compared to mathematical methods in previous studies has been evaluated, which presents superiority of the proposed method in reducing voltage oscillations and reducing harmonic currents.
format Article
author Naderipour, A.
Abdul Malek, Z.
Heidari Gandoman, F.
Nowdeh, S. A.
Shiran, M. A.
Hadidian Moghaddam, M. J.
Davoodkhani, I. F.
author_facet Naderipour, A.
Abdul Malek, Z.
Heidari Gandoman, F.
Nowdeh, S. A.
Shiran, M. A.
Hadidian Moghaddam, M. J.
Davoodkhani, I. F.
author_sort Naderipour, A.
title Optimal designing of static var compensator to improve voltage profile of power system using fuzzy logic control
title_short Optimal designing of static var compensator to improve voltage profile of power system using fuzzy logic control
title_full Optimal designing of static var compensator to improve voltage profile of power system using fuzzy logic control
title_fullStr Optimal designing of static var compensator to improve voltage profile of power system using fuzzy logic control
title_full_unstemmed Optimal designing of static var compensator to improve voltage profile of power system using fuzzy logic control
title_sort optimal designing of static var compensator to improve voltage profile of power system using fuzzy logic control
publisher Elsevier Ltd.
publishDate 2020
url http://eprints.utm.my/id/eprint/86408/
https://dx.doi.org/ 10.1016/j.energy.2019.116665
_version_ 1681489483277533184