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...

Celý popis

Podrobná bibliografie

Vydáno v:	Applied soft computing Ročník 38; s. 637 - 646
Hlavní autoři:	Abdoos, Ali Akbar, Khorshidian Mianaei, Peyman, Rayatpanah Ghadikolaei, Mostafa
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier B.V 01.01.2016
Témata:	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
On-line přístup:	Získat plný text
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!