CNN-Based Fault Detection for Smart Manufacturing

CNN-Based Fault Detection for Smart Manufacturing

A smart factory is a highly digitized and networked production facility based on smart manufacturing. A smart manufacturing plant is the result of intelligent systems deployed in the factory. Smart factories have higher production volumes and are prone to machine failures when operating in almost al...

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Bibliographic Details
Main Authors: Dhiraj Neupane, Yunsu Kim, Jongwon Seok, Jungpyo Hong
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Applied Sciences
Subjects:
bearing fault
smart manufacturing
CWRU dataset
deep learning
convolutional neural network
raw vibration data
Online Access:https://www.mdpi.com/2076-3417/11/24/11732

Internet

https://www.mdpi.com/2076-3417/11/24/11732

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