Remaining Useful Life Interval Prediction for Complex System Based on BiGRU Optimized by Log-Norm

Remaining Useful Life Interval Prediction for Complex System Based on BiGRU Optimized by Log-Norm

The task of remaining useful life (RUL) uncertainty management is the major challenge in solving the failure of the complex mechanical system. Primary research methods use statistical models or stochastic processes to fit the distribution of historical degradation data. However, it is difficult to a...

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Bibliographic Details
Main Authors: Xiaojia Yan, Weige Liang, Dongxue Xu
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Fusion model
gated recurrent unit
prediction intervals
remaining useful life
system prognostics
uncertainty management
Online Access:https://ieeexplore.ieee.org/document/9913473/

Internet

https://ieeexplore.ieee.org/document/9913473/

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