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Self-aligning ball bearing fault classification using selective kernel modules in resnext architecture

Abstract Self-aligning ball bearings are widely used in many applications including industrial manufacturing systems. Therefore, it is important to assess the faults that may occur in a self- aligning bearing. Deep learning techniques can be applied to various types of machinery for predictive maint...

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Bibliografske podrobnosti
Principais autores: Atul Ajani, Sinan P. Ashraf, Narendiranath Babu T
Format: Artigo
Jezik:Inglês
Izdano: Nature Portfolio 2026-02-01
Serija:Scientific Reports
Teme:
Online dostop:https://doi.org/10.1038/s41598-025-34498-y
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