A multi-scale cross-dimension interaction approach with adaptive dilated TCN for RUL prediction

Abstract In the domain of Prognostics and Health Management (PHM) technologies, the focus of Remaining Useful Life (RUL) prediction is on the forecasting of the time to failure by uncovering the complex correlations between equipment degradation features and RUL labels, thereby enabling effective su...

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Bibliographic Details
Main Authors: Zhe Lu, Bing Li, Changyu Fu, Liang Xu, Bai Jiang, Zelong Li, Junbao Wu, Siye Jia
Format: Article
Language:English
Published: Nature Portfolio 2025-06-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-00572-8
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