Cargando…

An Explainable AI-Based Fault Diagnosis Model for Bearings

In this paper, an explainable AI-based fault diagnosis model for bearings is proposed with five stages, i.e., (1) a data preprocessing method based on the Stockwell Transformation Coefficient (STC) is proposed to analyze the vibration signals for variable speed and load conditions, (2) a statistical...

Descripción completa

Detalles Bibliográficos
Autores principales: Hasan, Md Junayed, Sohaib, Muhammad, Kim, Jong-Myon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8231543/
https://www.ncbi.nlm.nih.gov/pubmed/34199163
http://dx.doi.org/10.3390/s21124070