ADMM-1DNet: Online Monitoring Method for Outdoor Mechanical Equipment Part Signals Based on Deep Learning and Compressed Sensing

ADMM-1DNet: Online Monitoring Method for Outdoor Mechanical Equipment Part Signals Based on Deep Learning and Compressed Sensing

To solve the problem that noise seriously affects the online monitoring of parts signals of outdoor machinery, this paper proposes a signal reconstruction method integrating deep neural network and compression sensing, called ADMM-1DNet, and gives a detailed online vibration signal monitoring scheme...

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Bibliographic Details
Main Authors: Jingyi Hu, Junfeng Guo, Zhiyuan Rui, Zhiming Wang
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Applied Sciences
Subjects:
deep neural network
ADMM-1DNet
compressed sensing
deep unfolding network
Online Access:https://www.mdpi.com/2076-3417/14/6/2653

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