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Grey Wolf optimization based improved protection of wind power generation systems

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dc.citedby7
dc.contributor.authorRezaei N.en_US
dc.contributor.authorNasir Uddin M.en_US
dc.contributor.authorKhairul Amin I.en_US
dc.contributor.authorLutfi Othman M.en_US
dc.contributor.authorAbidin I.Z.en_US
dc.contributor.authorid57216077273en_US
dc.contributor.authorid55663372800en_US
dc.contributor.authorid10040907100en_US
dc.contributor.authorid55153333400en_US
dc.contributor.authorid35606640500en_US
dc.date.accessioned2023-05-29T06:50:09Z
dc.date.available2023-05-29T06:50:09Z
dc.date.issued2018
dc.descriptionElectric 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 protectionen_US
dc.description.abstractProper 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 IEEEen_US
dc.description.natureFinalen_US
dc.identifier.ArtNo8544502
dc.identifier.doi10.1109/IAS.2018.8544502
dc.identifier.scopus2-s2.0-85059959613
dc.identifier.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85059959613&doi=10.1109%2fIAS.2018.8544502&partnerID=40&md5=2450f726db8e47c94ad687ae9adb9b35
dc.identifier.urihttps://irepository.uniten.edu.my/handle/123456789/23538
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartofAll Open Access, Green
dc.sourceScopus
dc.sourcetitle2018 IEEE Industry Applications Society Annual Meeting, IAS 2018
dc.titleGrey Wolf optimization based improved protection of wind power generation systemsen_US
dc.typeConference Paperen_US
dspace.entity.typePublication
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