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Article History

Received: 20 March 2024

Accepted: 16 December 2024

First Online: 8 February 2025

Declarations

:

: Not applicable. This project is developed solely by the author, with no financial or personal relationships that could have influenced the work's outcome.

: Not applicable. This project involves the analysis of mechanical bearing faults using machine learning techniques and does not involve human participants, clinical studies, patient data, or animals.

: Not applicable. As the research does not involve human subjects, patient data, or animals, there is no requirement for informed consent. This structure ensures clarity regarding ethical considerations, data usage, and contributions, adhering to standard research publication protocols.