Tomek Link and SMOTE Approaches for Machine Fault Classification with an Imbalanced Dataset

Data-driven methods have prominently featured in the progressive research and development of modern condition monitoring systems for electrical machines. These methods have the advantage of simplicity when it comes to the implementation of effective fault detection and diagnostic systems. Despite th...

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Detalles Bibliográficos
Autores principales: Swana, Elsie Fezeka, Doorsamy, Wesley, Bokoro, Pitshou
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9099503/
https://www.ncbi.nlm.nih.gov/pubmed/35590937
http://dx.doi.org/10.3390/s22093246

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9099503/
https://www.ncbi.nlm.nih.gov/pubmed/35590937
http://dx.doi.org/10.3390/s22093246

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