A Novel Remaining Useful Life Probability Prediction Approach for Aero-Engine with Improved Bayesian Uncertainty Estimation Based on Degradation Data

As the heart of aircraft, the aero-engine is not only the main power source for aircraft flight but also an essential guarantee for the safe flight of aircraft. Therefore, it is of great significance to find effective methods for remaining useful life (RUL) prediction for aero-engines in order to av...

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Yanyan Hu, Yating Bai, En Fu, Pengpeng Liu
Format:	Article
Language:	English
Published:	MDPI AG 2023-08-01
Subjects:	remaining useful life improved variational Bayesian inference Gaussian mixture distribution bidirectional gate recurrent unit probability prediction
Online Access:	https://www.mdpi.com/2076-3417/13/16/9194