Intelligent Tool Wear Monitoring Method Using a Convolutional Neural Network and an Informer

Intelligent Tool Wear Monitoring Method Using a Convolutional Neural Network and an Informer

Tool wear (TW) is the gradual deterioration and loss of cutting edges due to continuous cutting operations in real production scenarios. This wear can affect the quality of the cut, increase production costs, reduce workpiece accuracy, and lead to sudden tool breakage, affecting productivity and saf...

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Bibliographic Details
Main Authors: Xingang Xie, Min Huang, Weiwei Sun, Yiming Li, Yue Liu
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Lubricants
Subjects:
tool wear
convolutional neural network (CNN)
global time feature
informer
BiLSTM
Online Access:https://www.mdpi.com/2075-4442/11/9/389

Internet

https://www.mdpi.com/2075-4442/11/9/389

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