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Denoising research of shearer picks load signal based on MPE-VMD algorithm

Abstract For the problem of noise in the load acquisition signal of shearer picks, which will affect the extraction and analysis of critical features of the load signal, a denoising algorithm based on MPE-VMD is proposed in this paper. The Blocks, Bumps, and Doppler signals containing noise are sele...

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Principais autores: Xin Wang, Rennan Wu, Yangxi Bai, Xinwei Yang, Xianfeng Zou, Hongyue Chen
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Portfolio 2025-07-01
coleção:Scientific Reports
Assuntos:
Picks load
Acquisition testing
Denoising algorithm
Evaluation indexes
Acesso em linha:https://doi.org/10.1038/s41598-025-05897-y
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