Research on tool condition monitoring (TCM) using a novel unsupervised deep neural network (DNN)

In order to improve the recognition precision and accuracy of tool wear monitoring, an unsupervised deep neural network (DNN) based on stack denoising autoencoder (SDA) is proposed. After feature extraction and selection, the stack denoising automatic coding network reduces the dimensionality of the...

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Bibliographic Details
Published in:Journal of Vibroengineering Vol. 26; no. 1; pp. 193 - 208
Main Authors: Gao, Jingjing, Liu, Jing, Yu, Xinli
Format: Journal Article
Language:English
Published: 01.02.2024
ISSN:1392-8716, 2538-8460
Online Access:Get full text
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