Stacked Auto-Encoder Based CNC Tool Diagnosis Using Discrete Wavelet Transform Feature Extraction

Machining processes are critical and widely used components in the manufacturing industry because they help to precisely make products and reduce production time. To keep the previous advantages, a machine tool should be installed at the designated place and condition of the machine tool should be m...

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Bibliographic Details
Main Authors: Jonggeun Kim, Hansoo Lee, Jeong Woo Jeon, Jong Moon Kim, Hyeon Uk Lee, Sungshin Kim
Format: Artigo
Language:Inglês
Published: MDPI AG 2020-04-01
Series:Processes
Subjects:
tool diagnosis
condition based maintenance
auto-encoder
discrete wavelet transform
feature extraction
Online Access:https://www.mdpi.com/2227-9717/8/4/456
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