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A simplified approach to failure analysis of ball bearings combining Principal Component Analysis and Fast Fourier Transform.

Ball bearing monitoring employs time-frequency techniques to facilitate the early detection of faults; however, the presence of non-stationary or noisy signals can limit the effectiveness of these techniques, requiring advanced methods for reliable predictive maintenance. This study proposes a metho...

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Xehetasun bibliografikoak
Egile Nagusiak: Emmanuel Ndongue Esseme, Thomas Florent Kanaa, Thérèse Jacquie Ngo Bissé, Mathieu Jean Pierre Pesdjock, Ludovic Ngongang, Emmanuel Tonye
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Public Library of Science (PLoS) 2025-01-01
Saila:PLoS ONE
Sarrera elektronikoa:https://doi.org/10.1371/journal.pone.0336163
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