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Fault Detection and Diagnosis in Industrial Processes with Variational Autoencoder: A Comprehensive Study
This work considers industrial process monitoring using a variational autoencoder (VAE). As a powerful deep generative model, the variational autoencoder and its variants have become popular for process monitoring. However, its monitoring ability, especially its fault diagnosis ability, has not been...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8749793/ https://www.ncbi.nlm.nih.gov/pubmed/35009769 http://dx.doi.org/10.3390/s22010227 |