Health indicator for machine condition monitoring built in the latent space of a deep autoencoder

The construction of effective health indicators plays a key role in the engineering systems field: they reflect the degradation degree of the system under study, thus providing vital information for critical tasks ranging from anomaly detection to remaining useful life estimation, with benefits such...

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Bibliographic Details
Published in:	Reliability engineering & system safety Vol. 224; p. 108482
Main Authors:	González-Muñiz, Ana, Díaz, Ignacio, Cuadrado, Abel A., García-Pérez, Diego
Format:	Journal Article
Language:	English
Published:	Barking Elsevier Ltd 01.08.2022 Elsevier BV
Subjects:	Anomalies Anomaly detection Datasets Deep autoencoder Engineering systems Health indicator Latent space Machinery condition monitoring Maintenance costs Reconstruction Reliability engineering System effectiveness Latent space Anomaly detection Engineering systems Health indicator Deep autoencoder
ISSN:	0951-8320, 1879-0836
Online Access:	Get full text
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