Fault Diagnosis of Rolling Element Bearings with a Two-Step Scheme Based on Permutation Entropy and Random Forests

This study presents a two-step fault diagnosis scheme combined with statistical classification and random forests-based classification for rolling element bearings. Considering the inequality of features sensitivity in different diagnosis steps, the proposed method utilizes permutation entropy and v...

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Detalles Bibliográficos
Autores principales: Xue, Xiaoming, Li, Chaoshun, Cao, Suqun, Sun, Jinchao, Liu, Liyan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514207/
https://www.ncbi.nlm.nih.gov/pubmed/33266812
http://dx.doi.org/10.3390/e21010096

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