Publication:
Decision tree method for fault causes classification based on rms-dwt analysis in 275 kv transmission lines network

Simple item page
dc.citedby10
dc.contributor.authorAsman S.H.en_US
dc.contributor.authorAziz N.F.A.en_US
dc.contributor.authorAmirulddin U.A.U.en_US
dc.contributor.authorKadir M.Z.A.A.en_US
dc.contributor.authorid57194493395en_US
dc.contributor.authorid57221906825en_US
dc.contributor.authorid26422804600en_US
dc.contributor.authorid25947297000en_US
dc.date.accessioned2023-05-29T09:07:56Z
dc.date.available2023-05-29T09:07:56Z
dc.date.issued2021
dc.description.abstractThis paper presents a statistical algorithm for classification of fault causes on power transmission lines. The proposed algorithm is based upon the root mean square (RMS) current duration, voltage dip, and discrete wavelet transform (DWT) measured at the sending end of a line and the decision tree method, a commonly accessible measurable method. Fault duration of RMS current signal, voltage dip, and DWT gives concealed data of a fault signature as a contribution to decision tree calculation which is utilized to classify various fault causes. The proposed method was carried out in the MATLAB/SIMULINK programming platform based upon the information made with the fault analysis of the 275 kV sample transmission line considering wide variations in the operating conditions. The classifier performance of different parameters was also compared in a confusion matrix form to obtain the best classification results of the decision tree. � 2021 by the authors. Licensee MDPI, Basel, Switzerland.en_US
dc.description.natureFinalen_US
dc.identifier.ArtNo4031
dc.identifier.doi10.3390/app11094031
dc.identifier.issue9
dc.identifier.scopus2-s2.0-85105924685
dc.identifier.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85105924685&doi=10.3390%2fapp11094031&partnerID=40&md5=536ceade193e8165302890fa58910f2e
dc.identifier.urihttps://irepository.uniten.edu.my/handle/123456789/26221
dc.identifier.volume11
dc.publisherMDPI AGen_US
dc.relation.ispartofAll Open Access, Gold
dc.sourceScopus
dc.sourcetitleApplied Sciences (Switzerland)
dc.titleDecision tree method for fault causes classification based on rms-dwt analysis in 275 kv transmission lines networken_US
dc.typeArticleen_US
dspace.entity.typePublication
Files
Collections
SCOPUS