System Condition Monitoring Based on a Standardized Latent Space and the Nataf Transform

This work introduces a new condition monitoring approach for complex systems based on a standardized latent space representation. Latent variable models such as the variational autoencoders are widely used to analyze systems described by a high-dimensional physical space. The encoding of such space...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Adaiton Oliveira-Filho, Ryad Zemouri, Francis Pelletier, Antoine Tahan
Format:	Article
Language:	English
Published:	IEEE 2024-01-01
Subjects:	Condition monitoring early detection latent space modeling Nataf transform variational autoencoder
Online Access:	https://ieeexplore.ieee.org/document/10452359/