Remaining useful life prediction method of centrifugal pump rolling bearings based on digital twins.

In particular, for bearing 25#, the monotonicity is significantly improved: the original LSTM–EHI curve shows a decreasing trend before the first 500 data points and a sharp increase afterward.

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