Remaining Useful Life Prediction of Milling Cutters Based on CNN-BiLSTM and Attention Mechanism

Remaining Useful Life Prediction of Milling Cutters Based on CNN-BiLSTM and Attention Mechanism

Machining tools are a critical component in machine manufacturing, the life cycle of which is an asymmetrical process. Extracting and modeling the tool life variation features is very significant for accurately predicting the tool’s remaining useful life (RUL), and it is vital to ensure product reli...

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Bibliographic Details
Main Authors: Lei Nie, Lvfan Zhang, Shiyi Xu, Wentao Cai, Haoming Yang
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Symmetry
Subjects:
milling cutters
RUL
CNN
BiLSTM
attention mechanism
Online Access:https://www.mdpi.com/2073-8994/14/11/2243

Internet

https://www.mdpi.com/2073-8994/14/11/2243

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