Cloud Based Fault Diagnosis by Convolutional Neural Network as Time–Frequency RGB Image Recognition of Industrial Machine Vibration with Internet of Things Connectivity

Cloud Based Fault Diagnosis by Convolutional Neural Network as Time–Frequency RGB Image Recognition of Industrial Machine Vibration with Internet of Things Connectivity

The human-centric and resilient European industry called Industry 5.0 requires a long lifetime of machines to reduce electronic waste. The appropriate way to handle this problem is to apply a diagnostic system capable of remotely detecting, isolating, and identifying faults. The authors present usag...

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Bibliographic Details
Main Authors: Dominik Łuczak, Stefan Brock, Krzysztof Siembab
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Sensors
Subjects:
image recognition
HTTP
MQTT
feature extraction
convolutional neural network
time–frequency domain
Online Access:https://www.mdpi.com/1424-8220/23/7/3755

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https://www.mdpi.com/1424-8220/23/7/3755

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