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Denoising based on signal reconstruction has been one of the most important tasks in signal processing for rolling element bearing fault diagnosis. This paper proposes a sparse signal reconstruction method combining time–frequency manifold (TFM) and sparse reconstruction for fault signature enhancement of rolling element bearings. TFM has good denoising performance for analyzing the defective bearing...
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