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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Detaylı Bibliyografya
Yazar:	Ali Rohan
Materyal Türü:	Artigo
Dil:	Inglês
Baskı/Yayın Bilgisi:	MDPI AG 2022-06-01
Seri Bilgileri:	Mathematics
Konular:	domain knowledge transfer big industrial data generative adversarial network (GAN) convolutional neural network (CNN) prognostics and health management (PHM) artificial intelligence (AI)
Online Erişim:	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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