Feature Optimization Method of Material Identification for Loose Particles Inside Sealed Relays

Existing material identification for loose particles inside sealed relays focuses on the selection and optimization of classification algorithms, which ignores the features in the material dataset. In this paper, we propose a feature optimization method of material identification for loose particles...

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Main Authors: Zhigang Sun, Aiping Jiang, Guotao Wang, Min Zhang, Huizhen Yan
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2022-05-01
Colecção:Sensors
Assuntos:
sealed relays
material identification
missing value processing
standardization and normalization processing
feature selection
RF classifier
Acesso em linha:https://www.mdpi.com/1424-8220/22/9/3566
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