Handling Imbalanced Datasets for Robust Deep Neural Network-Based Fault Detection in Manufacturing Systems

Over the recent years, Industry 4.0 (I4.0) technologies such as the Industrial Internet of Things (IIoT), Artificial Intelligence (AI), and the presence of Industrial Big Data (IBD) have helped achieve intelligent Fault Detection (FD) in manufacturing. Notably, data-driven approaches in FD apply Dee...

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Prif Awduron:	Jefkine Kafunah, Muhammad Intizar Ali, John G. Breslin
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	MDPI AG 2021-10-01
Cyfres:	Applied Sciences
Pynciau:	fault detection imbalanced datasets deep neural networks
Mynediad Ar-lein:	https://www.mdpi.com/2076-3417/11/21/9783
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!