Combined VMD-SVM based feature selection method for classification of power quality events

The proposed power quality detection scheme. •Different types of power quality disturbances are discriminated from each other.•VMD and ST are used for extraction of dominant features.•SVM with simple structure and few adjustable parameters is used as the classifier core.•The generalization capabilit...

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Bibliographic Details

Published in:	Applied soft computing Vol. 38; pp. 637 - 646
Main Authors:	Abdoos, Ali Akbar, Khorshidian Mianaei, Peyman, Rayatpanah Ghadikolaei, Mostafa
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.01.2016
Subjects:	Feature selection Pattern recognition S-transform Signal analysis Support vector machines Variational mode decomposition Support vector machines Variational mode decomposition Feature selection Pattern recognition Signal analysis S-transform
ISSN:	1568-4946, 1872-9681
Online Access:	Get full text
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