Remaining useful life prediction method of centrifugal pump rolling bearings based on digital twins
Abstract To address challenges in extracting health indicator (HI) curves and making accurate predictions with limited datasets in mechanical system prognostics, this study proposes a digital twin (DT)-driven framework for estimating remaining useful life (RUL). To minimize the deviation between sim...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2025-06-01
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| Series: | Scientific Reports |
| Subjects: | |
| Online Access: | https://doi.org/10.1038/s41598-025-03952-2 |
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