Application of multi-layer denoising based on ensemble empirical mode decomposition in extraction of fault feature of rotating machinery.

Aiming at the problem that the weak features of non-stationary vibration signals are difficult to extract under strong background noise, a multi-layer noise reduction method based on ensemble empirical mode decomposition (EEMD) is proposed. First, the original vibration signal is decomposed by EEMD,...

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Autores principales: Kangping Gao, Xinxin Xu, Jiabo Li, Shengjie Jiao, Ning Shi
Formato: article
Lenguaje:EN
Publicado: Public Library of Science (PLoS) 2021
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Acceso en línea:https://doaj.org/article/3e4af52dca9347dba7454e4d586e988d
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