Holistic Fault Detection and Diagnosis System in Imbalanced, Scarce, Multi-Domain (ISMD) Data Setting for Component-Level Prognostics and Health Management (PHM)

In the current Industry 4.0 revolution, prognostics and health management (PHM) is an emerging field of research. The difficulty of obtaining data from electromechanical systems in an industrial setting increases proportionally with the scale and accessibility of the automated industry, resulting in...

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Hlavní autor:	Ali Rohan
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2022-06-01
Edice:	Mathematics
Témata:	domain knowledge transfer big industrial data generative adversarial network (GAN) convolutional neural network (CNN) prognostics and health management (PHM) artificial intelligence (AI)
On-line přístup:	https://www.mdpi.com/2227-7390/10/12/2031
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Holistic Fault Detection and Diagnosis System in Imbalanced, Scarce, Multi-Domain (ISMD) Data Setting for Component-Level Prognostics and Health Management (PHM)

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