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1. Introduction Rolling bearings are indispensable components in rotating machinery. Their failure can cause significant machinery malfunction and severe losses. Therefore, accurate and timely fault identification – locating the fault and determining its type – is crucial [1]. Extracting informative features from vibration signals is a cornerstone of fault diagnosis methodologies.
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