Publication:
Fault location of HV teed feeder based on synchronized voltage measurement and smooth support vector machines

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dc.citedby0
dc.contributor.authorAlanzi E.A.en_US
dc.contributor.authorYounis M.A.en_US
dc.contributor.authorid36987889100en_US
dc.contributor.authorid56501517900en_US
dc.date.accessioned2023-12-29T07:50:37Z
dc.date.available2023-12-29T07:50:37Z
dc.date.issued2010
dc.description.abstractThis paper presents a new technique for accurate fault locator based on synchronized voltage measurement and smooth support vector machines (SSVM) HV teed feeder transmission line. The approach consists of detection of faulted branch, classification of fault type and determination of exact fault location. Post-fault measured voltages waveforms are collected from only two ends of the three branches teed feeder system. The application of SSVM (Classification and Regression) is practiced for training, testing and validating of the faulted waveforms data set leading to the exact fault location on the system. Several fault conditions are analyzed, trained, tested and validated. The proposed technique is tested and found insensitive to variation of different parameters such as fault type, fault resistance and fault inception angle. ATPEMTP program is used for simulation of faulted data for a 275KV teed feeder transmission system. �2010 IEEE.en_US
dc.description.natureFinalen_US
dc.identifier.ArtNo5697721
dc.identifier.doi10.1109/PECON.2010.5697721
dc.identifier.epage984
dc.identifier.scopus2-s2.0-79951792461
dc.identifier.spage980
dc.identifier.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-79951792461&doi=10.1109%2fPECON.2010.5697721&partnerID=40&md5=9cc1b1a6504f31f6667f53830b3dffcb
dc.identifier.urihttps://irepository.uniten.edu.my/handle/123456789/30636
dc.pagecount4
dc.sourceScopus
dc.sourcetitlePECon2010 - 2010 IEEE International Conference on Power and Energy
dc.subjectFault location
dc.subjectSSVM
dc.subjectSynchronized voltage
dc.subjectTeed feeder
dc.subjectClassification (of information)
dc.subjectElectric power transmission
dc.subjectFeeding
dc.subjectLocation
dc.subjectMaterials handling equipment
dc.subjectStatistical tests
dc.subjectSupport vector machines
dc.subjectSynchronization
dc.subjectVoltage measurement
dc.subjectATP-EMTP
dc.subjectData sets
dc.subjectFault conditions
dc.subjectFault inception angles
dc.subjectFault location
dc.subjectFault locator
dc.subjectFault resistances
dc.subjectFault types
dc.subjectFeeder system
dc.subjectSmooth support vector machine
dc.subjectSSVM
dc.subjectSynchronized voltage
dc.subjectSynchronized voltage measurements
dc.subjectTeed feeder
dc.subjectThree-branch
dc.subjectTransmission line
dc.subjectTransmission systems
dc.subjectWave forms
dc.subjectFault detection
dc.titleFault location of HV teed feeder based on synchronized voltage measurement and smooth support vector machinesen_US
dc.typeConference paperen_US
dspace.entity.typePublication
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