Rolling Bearing Performance Degradation Assessment Based on Convolutional Sparse Combination Learning

A novel bearing performance degradation assessment method based on convolutional sparse coding and combination learning is proposed in this paper, which can avoid the impact of the traditional features on the assessment results under complex operation conditions. The vibration signal can be decompos...

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Bibliographic Details
Main Authors: Wenyi Huang, Junsheng Cheng, Yu Yang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8618427/