Multiscale Distribution Entropy and t-Distributed Stochastic Neighbor Embedding-Based Fault Diagnosis of Rolling Bearings

As a nonlinear dynamic method for complexity measurement of time series, multiscale entropy (MSE) has been successfully applied to fault diagnosis of rolling bearings. However, the MSE algorithm is sensitive to the predetermined parameters and depends heavily on the length of the time series and MSE...

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Bibliographic Details
Main Authors: Deyu Tu, Jinde Zheng, Zhanwei Jiang, Haiyang Pan
Format: Article
Language:English
Published: MDPI AG 2018-05-01
Series:Entropy
Subjects:
Online Access:http://www.mdpi.com/1099-4300/20/5/360