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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
Published in:Entropy (Basel)
Main Authors: Tu, Deyu, Zheng, Jinde, Jiang, Zhanwei, Pan, Haiyang
Format: Artigo
Language:Inglês
Published: MDPI 2018
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC7512879/
https://ncbi.nlm.nih.gov/pubmed/33265449
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e20050360
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