Proposed based on wavelet analysis and Singular Spectrum Reduction Noise Theory new methods in the analysis of rolling bearing fault characteristics, based on the theory of singular spectrum noise reduction method combined with wavelet analysis theory applied to fault diagnosis of rolling. Examples show that the new method can be combined to more effectively reduce noise, vibration signal failure prominent characteristic, thereby improving the accuracy of fault diagnosis.

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