Early-Fault Feature Extraction for Rolling Bearings Based on Parameter-Optimized Variation Mode Decomposition

Bearing-vibration signals, characterized by strong non-stationarity, typically consist of multiple components. The periodic pulses related to bearing faults are frequently obscured by surrounding noise, and early bearing-fault vibrations are feeble, which complicates the extraction of inherent fault...

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Bibliographic Details
Main Authors: Junjie Ni, Gangjin Huang, Jing Yang, Nan Wang, Junheng Fu
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Machines
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Online Access:https://www.mdpi.com/2075-1702/13/3/210
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