Contamination degree prediction of insulator surface based on exploratory factor analysis‐least square support vector machine combined model

Contamination degree prediction of insulator surface based on exploratory factor analysis‐least square support vector machine combined model

Abstract This study presents a combined model based on the exploratory factor analysis (EFA) and the least square support vector machine (LSSVM) to predict the contamination degree of insulator surface. Firstly, EFA method is utilised to reduce numerous influence factor variables of the insulator co...

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Bibliographic Details
Main Authors: Jiaxiang Sun, Hongru Zhang, Qingquan Li, Hongshun Liu, Xinbo Lu, Kaining Hou
Format: Article
Language:English
Published: Wiley 2021-04-01
Series:High Voltage
Online Access:https://doi.org/10.1049/hve2.12019

Internet

https://doi.org/10.1049/hve2.12019

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