Discrete wavelet transform and support vector machines algorithm for fault locations on single circuit transmission line

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dc.contributor.authorKunadumrongrath, K.
dc.contributor.authorNgaopitakkul, A.
dc.date.accessioned2026-08-06T10:03:46Z
dc.date.available2026-08-06T10:03:46Z
dc.date.issued2012-01-01
dc.description.abstractThis paper proposes a technique using discrete wavelet transform (DWT) and support vector machines (SVM) for fault location on single circuit transmission lines. The ATP/EMTP is used to simulate fault signals. The mother wavelet daubechies4 (db4) is employed to decompose high frequency component from these signals. The first peak time in first scale capable of detecting fault of each bus is used as input pattern for the training pattern. It is shown that the proposed technique gives satisfactory results.
dc.identifier.citationLecture Notes in Engineering and Computer Science, 2196, 1012-1015, 2012
dc.identifier.issn20780958
dc.identifier.other2-s2.0-84867471665
dc.identifier.urihttps://dspace.kmitl.ac.th/handle/123456789/4062
dc.sourceLecture Notes in Engineering and Computer Science
dc.subjectFault Location
dc.subjectSupport Vector Machines
dc.subjectTransmission Line
dc.subjectWavelet Transform
dc.titleDiscrete wavelet transform and support vector machines algorithm for fault locations on single circuit transmission line
dc.typeConference Paper

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