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Method of Machining Centre Sliding System Fault Detection using Torque Signals and Autoencoder

Acta Mechanica et Automatica
Volume 17 (2023): Issue 3 (September 2023)
By:
Open Access
|Jul 2023

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DOI: https://doi.org/10.2478/ama-2023-0051 | Journal eISSN: 2300-5319 | Journal ISSN: 1898-4088
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Language: English
Page range: 445 - 451
Submitted on: Dec 31, 2022
Accepted on: Apr 8, 2023
Published on: Jul 15, 2023
Published by: Bialystok University of Technology
In partnership with: Paradigm Publishing Services
Publication frequency: 4 times per year
Keywords:
condition monitoring,
torque signal,
machining centre,
anomaly detection,
autoencoder
Related subjects:
Engineering,
Electrical engineering,
Electronics,
Mechanical engineering,
Mechanics,
Bioengineering and biomedical engineering,
Biomechanics,
Civil engineering,
Environmental engineering

© 2023 Damian Augustyn, Marek Fidali, published by Bialystok University of Technology
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

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