A two‐stage transformer fault diagnosis method based multi‐filter interactive feature selection integrated adaptive sparrow algorithm optimised support vector machine

A two‐stage transformer fault diagnosis method based multi‐filter interactive feature selection integrated adaptive sparrow algorithm optimised support vector machine

Abstract The scarcity of samples and disunity of feature inputs hinder the enhancement of transformer fault diagnosis performance, and there are mutual influences between model construction and feature selection, which cannot only consider a single process. Therefore, this study proposes a novel two...

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Bibliographic Details
Main Authors: Hanyu Shi, Mingxia Chen
Format: Article
Language:English
Published: Wiley 2023-03-01
Series:IET Electric Power Applications
Subjects:
feature selection
sparrow algorithm
support vector machine
transformer fault diagnosis
Online Access:https://doi.org/10.1049/elp2.12270

Internet

https://doi.org/10.1049/elp2.12270

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