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Time Series Diffusion Method: A Denoising Diffusion Probabilistic Model for Vibration Signal Generation
The results show that TSDM can accurately generate the single-frequency and multi-frequency features in the time series and retain the basic frequency features for the diffusion generation results of the bearing fault series.
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