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A Machine Learning Approach for Gearbox System Fault Diagnosis

This study proposes a fully automated gearbox fault diagnosis approach that does not require knowledge about the specific gearbox construction and its load. The proposed approach is based on evaluating an adaptive filter’s prediction error. The obtained prediction error’s standard deviation is furth...

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Detalles Bibliográficos
Autores principales: Vrba, Jan, Cejnek, Matous, Steinbach, Jakub, Krbcova, Zuzana
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8465719/
https://www.ncbi.nlm.nih.gov/pubmed/34573755
http://dx.doi.org/10.3390/e23091130