Transformer fault diagnosis method based on improved whale optimization algorithm to optimize support vector machine

An improved whale algorithm optimized support vector machine (SVM) for fault diagnosis of oil-immersed transformers is proposed. Firstly, based on the dissolved gas analysis (DGA) in oil, with no coding ratio method is utilized to extract oil can express the state of the transformer in 9 dimensional...

Celý popis

Podrobná bibliografia

Vydané v:	Energy reports Ročník 7; s. 856 - 866
Hlavní autori:	Fan, Qingchuan, Yu, Fei, Xuan, Min
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 01.11.2021 Elsevier
Predmet:	Dissolved gas analysis Electric transformer Fault diagnosis Support vector machine Whale optimization algorithm Electric transformer Fault diagnosis Dissolved gas analysis Support vector machine Whale optimization algorithm
ISSN:	2352-4847, 2352-4847
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!