A RUL Prediction Method of Small Sample Equipment Based on DCNN-BiLSTM and Domain Adaptation

A RUL Prediction Method of Small Sample Equipment Based on DCNN-BiLSTM and Domain Adaptation

To solve the problem of low accuracy of remaining useful life (RUL) prediction caused by insufficient sample data of equipment under complex operating conditions, an RUL prediction method of small sample equipment based on a deep convolutional neural network—bidirectional long short-term memory netw...

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Bibliographic Details
Main Authors: Wenbai Chen, Weizhao Chen, Huixiang Liu, Yiqun Wang, Chunli Bi, Yu Gu
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Mathematics
Subjects:
DCNN-BiLSTM
domain adaptation
MMD
fine-tuning
C-MAPSS
cross-working
Online Access:https://www.mdpi.com/2227-7390/10/7/1022

Internet

https://www.mdpi.com/2227-7390/10/7/1022

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