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Residual Error Based Anomaly Detection Using Auto-Encoder in SMD Machine Sound

Detecting an anomaly or an abnormal situation from given noise is highly useful in an environment where constantly verifying and monitoring a machine is required. As deep learning algorithms are further developed, current studies have focused on this problem. However, there are too many variables to...

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Detalles Bibliográficos
Autores principales: Oh, Dong Yul, Yun, Il Dong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5982511/
https://www.ncbi.nlm.nih.gov/pubmed/29695084
http://dx.doi.org/10.3390/s18051308