The description of experimental datasets.

The description of experimental datasets.

<div><p>Fault diagnosis of mechanical equipment can effectively reduce property losses and casualties. Bearing vibration signals, as one of the effective sources of diagnostic information, are often overwhelmed by substantial environmental noise. To address this issue, we present a fault...

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Bibliographic Details
Main Author: Shaoming Qiu (19959324) (author)
Other Authors: Liangyu Liu (403314) (author), Yan Wang (15435) (author), Xinchen Huang (5945450) (author), Bicong E. (19959327) (author), Jingfeng Ye (10451523) (author)
Published: 2024
Subjects:
Cell Biology
Genetics
Molecular Biology
Biotechnology
Infectious Diseases
Biological Sciences not elsewhere classified
Mathematical Sciences not elsewhere classified
substantial environmental noise
soft threshold function
novel activation function
high noise environments
good generalization performance
bearing vibration signals
architectural innovation streamlines
extract useful information
fault diagnosis method
fault signal
diagnostic information
proposed method
method enhances
results demonstrate
parameter reduction
often overwhelmed
nonlinearly transform
mechanical equipment
maximum extent
entire region
effective sources
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