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The application of Topological Data Analysis (TDA) to bearing fault diagnosis is emerging as a new research direction. However, the excessive time consumption of persistent homology in the TDA pipeline poses a new challenge. This paper improves the method from three aspects: the size of the Takens sliding window, the n...
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