A Deep Learning Model with Signal Decomposition and Informer Network for Equipment Vibration Trend Prediction

Accurate equipment operation trend prediction plays an important role in ensuring the safe operation of equipment and reducing maintenance costs. Therefore, monitoring the equipment vibration and predicting the time series of the vibration trend is one of the effective means to prevent equipment fai...

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Bibliographic Details
Main Authors: Huiyun Wang, Maozu Guo, Le Tian
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/23/13/5819