A stage-aware linear–quadratic–exponential vibration target fits IMS degradation references better than anchored lines in point metrics and is learnable on held-out XJTU-SY bearings, with limited statistical and transfer strength.
A piecewise method for bearing remaining useful life estimation using temporal convolutional networks,
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When Linear RUL Labels Disagree with Vibration Degradation: A Stage-Aware Target and Dual-Scale Predictor Evaluated on XJTU-SY and IMS
A stage-aware linear–quadratic–exponential vibration target fits IMS degradation references better than anchored lines in point metrics and is learnable on held-out XJTU-SY bearings, with limited statistical and transfer strength.