A Deep Learning Framework for Intelligent Fault Diagnosis Using AutoML-CNN and Image-like Data Fusion

A Deep Learning Framework for Intelligent Fault Diagnosis Using AutoML-CNN and Image-like Data Fusion

Intelligent fault diagnosis (IFD) is essential for preventative maintenance (PM) in Industry 4.0. Data-driven approaches have been widely accepted for IFD in smart manufacturing, and various deep learning (DL) models have been developed for different datasets and scenarios. However, an automatic and...

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Bibliographic Details
Main Authors: Yan Gao, Chengzhang Chai, Haijiang Li, Weiqi Fu
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Machines
Subjects:
intelligent fault diagnosis
convolutional neural network
automated machine learning
data fusion
time series
Online Access:https://www.mdpi.com/2075-1702/11/10/932

Internet

https://www.mdpi.com/2075-1702/11/10/932

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