PAOLTransformer: Pruning-adaptive optimal lightweight Transformer model for aero-engine remaining useful life prediction

Author:

Zhang Xin,Sun Jiankai,Wang Jiaxu,Jin Yulin,Wang Lei,Liu Zhiwen

Publisher

Elsevier BV

Subject

Industrial and Manufacturing Engineering,Safety, Risk, Reliability and Quality

Reference50 articles.

1. A method of remaining useful life prediction of multi-source signals aero-engine based on RF-Transformer-LSTM;Mu;IEEE Int Conf Syst Man, Cybern,2022

2. Remaining useful life prediction based on intentional noise injection and feature reconstruction;Xiao;Reliab Eng Syst Saf,2021

3. Remaining Useful Life Prediction for Aero-Engine Based on Hybrid CNN-GRU Model;Qu;IEEE Int Conf Unmanned Syst,2022

4. Aircraft engine remaining useful life estimation via a double attention-based data-driven architecture;Liu;Reliab Eng Syst Saf,2022

5. Remaining useful life prediction of aero-engine enabled by fusing knowledge and deep learning models;Li;Reliab Eng Syst Saf,2023

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