Multi-disturbance identification from mine wind-velocity data based on MSSW and WPT-GBDT.

To overcome the false alarm problem that arises for mine wind-velocity sensors due to air-door and mine-car operation, a wind-velocity disturbance identification method based on the wavelet packet transform and gradient lifting decision tree is proposed. In this method, a multi-scale sliding window...

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Bibliographic Details
Main Authors: Wentian Shang, Lijun Deng, Jian Liu, Yukai Zhou
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2023-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0284316