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
Main Authors: Adaiton Oliveira-Filho, Ryad Zemouri, Francis Pelletier, Antoine Tahan
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10452359/