Show simple item record

dc.contributor.authorSaxena, A
dc.contributor.authorKumar, R
dc.contributor.authorMirjalili, S
dc.date.accessioned2020-01-07T04:28:24Z
dc.date.available2020-01-07T04:28:24Z
dc.date.issued2020
dc.identifier.issn0957-4174
dc.identifier.doi10.1016/j.eswa.2019.113125
dc.identifier.urihttp://hdl.handle.net/10072/390086
dc.description.abstractHarmonic estimation is a challenging design problem in power networks. Accurate estimation of the inter, power and sub harmonics in networks can be a helpful aspect for designing potential solutions for elimination of these harmonics. Harmonic estimation design problem has been considered as an optimization problem with the amalgamation of least square algorithm in past. In this paper, we first propose an Evolutionary Operators Equipped Grey Wolf Optimizer (E-GWO). In this proposal a sinusoidal function enabled bridging is proposed and along with this tournament selection operator and crossover and mutation operation are incorporated at position updation phase. The variant is first benchmarked on latest CEC-2017 functions and then this design problem is addressed. After a meaningful comparison with the previously published approaches, we arrive at the conclusion that proposed modifications have positive implications on the performance of GWO. Proposed harmonic designs are robust when tested with different operating conditions.
dc.description.peerreviewedYes
dc.languageEnglish
dc.language.isoeng
dc.publisherElsevier
dc.publisher.placeUnited Kingdom
dc.relation.ispartofpagefrom113125: 1
dc.relation.ispartofpageto113125: 16
dc.relation.ispartofjournalExpert Systems with Applications
dc.relation.ispartofvolume145
dc.subject.fieldofresearchElectrical and Electronic Engineering
dc.subject.fieldofresearchMathematical Sciences
dc.subject.fieldofresearchInformation and Computing Sciences
dc.subject.fieldofresearchEngineering
dc.subject.fieldofresearchcode0906
dc.subject.fieldofresearchcode01
dc.subject.fieldofresearchcode08
dc.subject.fieldofresearchcode09
dc.titleA harmonic estimator design with evolutionary operators equipped grey wolf optimizer
dc.typeJournal article
dc.type.descriptionC1 - Articles
dcterms.bibliographicCitationSaxena, A; Kumar, R; Mirjalili, S, A harmonic estimator design with evolutionary operators equipped grey wolf optimizer, Expert Systems with Applications, 2020, 145, pp. 113125: 1-113125: 16
dc.date.updated2020-01-07T02:50:22Z
gro.hasfulltextNo Full Text
gro.griffith.authorMirjalili, Seyedali


Files in this item

FilesSizeFormatView

There are no files associated with this item.

This item appears in the following Collection(s)

  • Journal articles
    Contains articles published by Griffith authors in scholarly journals.

Show simple item record