Enhanced Singular Spectrum Decomposition and Its Application to Rolling Bearing Fault Diagnosis

Singular spectrum analysis (SSA) has proven to be a powerful technique for processing non-stationary signals and has been widely used in the fault diagnosis of rolling bearings. Based on the SSA, an adaptive signal decomposition algorithm called singular spectrum decomposition (SSD) was developed. T...

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Bibliographic Details
Main Authors: Bin Pang, Guiji Tang, Tian Tian
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8746157/