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Implementation and Evaluation of Machine Learning Algorithms in Ball Bearing Fault Detection Cover

Implementation and Evaluation of Machine Learning Algorithms in Ball Bearing Fault Detection

Measurement Science Review
Volume 25 (2025): Issue 1 (February 2025)
By: ,  ,  ,   and    
Open Access
|Apr 2025
Authors

Authors

Pavle Stepanić

pavle.stepanic@li.rs

Research and Development Institute Lola L.t.d., Belgrade, Serbia

Nedeljko Dučić

nedeljko.ducic@ftn.kg.ac.rs

Faculty of Technical Sciences Čačak, University of Kragujevac, Čačak, Serbia

Jelena Vidaković

jelena.vidakovic@li.rs

Research and Development Institute Lola L.t.d., Belgrade, Serbia

Jelena Baralić

jelena.baralic@ftn.kg.ac.rs

Faculty of Technical Sciences Čačak, University of Kragujevac, Čačak, Serbia

Marko Popović

marko.popovic@ftn.kg.ac.rs

Faculty of Technical Sciences Čačak, University of Kragujevac, Čačak, Serbia
DOI: https://doi.org/10.2478/msr-2025-0004 | Journal eISSN: 1335-8871
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Language: English
Page range: 22 - 29
Submitted on: Apr 12, 2024
Accepted on: Mar 7, 2025
Published on: Apr 12, 2025
Published by: Slovak Academy of Sciences, Institute of Measurement Science
In partnership with: Paradigm Publishing Services
Publication frequency: Volume open
Keywords:
vibration measurement,
ball bearings,
machine learning,
fault detection
Related subjects:
Engineering,
Electrical engineering,
Control engineering, metrology and testing

© 2025 Pavle Stepanić, Nedeljko Dučić, Jelena Vidaković, Jelena Baralić, Marko Popović, published by Slovak Academy of Sciences, Institute of Measurement Science
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

Volume 25 (2025): Issue 1 (February 2025)
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