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Grey Wolf optimization based improved protection of wind power generation systems

Electric power generation; Electric power system interconnection; Electric relays; Electric utilities; IEEE Standards; Wind power; Intelligent Algorithms; Nonlinear characteristics; Optimization techniques; Overcurrent relays; Power system protection; Relay coordination; Wind farm; Wind power genera...

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Main Authors: Rezaei N., Nasir Uddin M., Khairul Amin I., Lutfi Othman M., Abidin I.Z.
Other Authors: 57216077273
Format: Conference Paper
Published: Institute of Electrical and Electronics Engineers Inc. 2023
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id my.uniten.dspace-23538
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spelling my.uniten.dspace-235382023-05-29T14:50:09Z Grey Wolf optimization based improved protection of wind power generation systems Rezaei N. Nasir Uddin M. Khairul Amin I. Lutfi Othman M. Abidin I.Z. 57216077273 55663372800 10040907100 55153333400 35606640500 Electric power generation; Electric power system interconnection; Electric relays; Electric utilities; IEEE Standards; Wind power; Intelligent Algorithms; Nonlinear characteristics; Optimization techniques; Overcurrent relays; Power system protection; Relay coordination; Wind farm; Wind power generation systems; Electric power system protection Proper design of wind farm power system protection is an immensely challenging task for electrical power protection engineers which must be accomplished thoroughly to provide an adequate protection for power apparatus in case of fault incidence. Overcurrent relays (OCRs) are the most crucial protection tools for wind farms which are responsible for protecting power systems from faults. These relays need to be properly coordinated with each other and their settings function should be according to IEEE or IEC standards. During a fault occurrence in the wind farm especially, in the intertie section, several OCRs operate instead of a designated relay to that particular fault location, which would cause unnecessary power loss and disconnection of healthy feeders out of the wind farm that makes the situation tremendously ominous. Thus, this research proposes a novel grey wolf optimizer (GWO) based optimization technique for proper coordination of OCRs to gain improved protection of wind farms. GWO have ample advantages compared to other intelligent algorithms including, fast response, high accuracy and most notably attaining optimal solutions for nonlinear characteristics of OCRs In this work the improvement in protection of wind farm is realized through optimizing the relay settings, reducing their operation time and time setting multiplier of each relay, improving the coordination between relays after implementation of IEC 60255-151:2009 standard The results show that the new approach is able to achieve significant improvement in operation of OCRs at the wind farm and diminish the total operation time of the relays significantly. � 2018 IEEE Final 2023-05-29T06:50:09Z 2023-05-29T06:50:09Z 2018 Conference Paper 10.1109/IAS.2018.8544502 2-s2.0-85059959613 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85059959613&doi=10.1109%2fIAS.2018.8544502&partnerID=40&md5=2450f726db8e47c94ad687ae9adb9b35 https://irepository.uniten.edu.my/handle/123456789/23538 8544502 All Open Access, Green Institute of Electrical and Electronics Engineers Inc. Scopus
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
description Electric power generation; Electric power system interconnection; Electric relays; Electric utilities; IEEE Standards; Wind power; Intelligent Algorithms; Nonlinear characteristics; Optimization techniques; Overcurrent relays; Power system protection; Relay coordination; Wind farm; Wind power generation systems; Electric power system protection
author2 57216077273
author_facet 57216077273
Rezaei N.
Nasir Uddin M.
Khairul Amin I.
Lutfi Othman M.
Abidin I.Z.
format Conference Paper
author Rezaei N.
Nasir Uddin M.
Khairul Amin I.
Lutfi Othman M.
Abidin I.Z.
spellingShingle Rezaei N.
Nasir Uddin M.
Khairul Amin I.
Lutfi Othman M.
Abidin I.Z.
Grey Wolf optimization based improved protection of wind power generation systems
author_sort Rezaei N.
title Grey Wolf optimization based improved protection of wind power generation systems
title_short Grey Wolf optimization based improved protection of wind power generation systems
title_full Grey Wolf optimization based improved protection of wind power generation systems
title_fullStr Grey Wolf optimization based improved protection of wind power generation systems
title_full_unstemmed Grey Wolf optimization based improved protection of wind power generation systems
title_sort grey wolf optimization based improved protection of wind power generation systems
publisher Institute of Electrical and Electronics Engineers Inc.
publishDate 2023
_version_ 1806425858955542528
score 13.222552

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