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Anomaly Detection in Asset Degradation Process Using Variational Autoencoder and Explanations

Development of predictive maintenance (PdM) solutions is one of the key aspects of Industry 4.0. In recent years, more attention has been paid to data-driven techniques, which use machine learning to monitor the health of an industrial asset. The major issue in the implementation of PdM models is a...

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Detalles Bibliográficos
Autores principales: Jakubowski, Jakub, Stanisz, Przemysław, Bobek, Szymon, Nalepa, Grzegorz J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8749861/
https://www.ncbi.nlm.nih.gov/pubmed/35009832
http://dx.doi.org/10.3390/s22010291