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A Personalized Diagnosis Method to Detect Faults in a Bearing Based on Acceleration Sensors and an FEM Simulation Driving Support Vector Machine

Classification of faults in mechanical components using machine learning is a hot topic in the field of science and engineering. Generally, every real-world running mechanical system exhibits personalized vibration behaviors that can be measured with acceleration sensors. However, faulty samples of...

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Detalles Bibliográficos
Autores principales: Liu, Xiaoyang, Huang, Haizhou, Xiang, Jiawei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7013674/
https://www.ncbi.nlm.nih.gov/pubmed/31940822
http://dx.doi.org/10.3390/s20020420