Edge-to-Cloud IIoT for Condition Monitoring in Manufacturing Systems with Ubiquitous Smart Sensors

Edge-to-Cloud IIoT for Condition Monitoring in Manufacturing Systems with Ubiquitous Smart Sensors

The Industrial Internet of Things (IIoT) connects industrial assets to ubiquitous smart sensors and actuators to enhance manufacturing and industrial processes. Data-driven condition monitoring is an essential technology for intelligent manufacturing systems to identify anomalies from malfunctioning...

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Bibliographic Details
Main Authors: Zhi Li, Fei Fei, Guanglie Zhang
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Sensors
Subjects:
Industrial IoT
condition monitoring
anomaly detection
unsupervised learning approach
relative wavelet energy
LSTM
Online Access:https://www.mdpi.com/1424-8220/22/15/5901

Internet

https://www.mdpi.com/1424-8220/22/15/5901

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