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Anomaly Detection Using Autoencoder Reconstruction upon Industrial Motors

Rotary machine breakdown detection systems are outdated and dependent upon routine testing to discover faults. This is costly and often reactive in nature. Real-time monitoring offers a solution for detecting faults without the need for manual observation. However, manual interpretation for threshol...

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Detalles Bibliográficos
Autores principales: Givnan, Sean, Chalmers, Carl, Fergus, Paul, Ortega-Martorell, Sandra, Whalley, Tom
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9103022/
https://www.ncbi.nlm.nih.gov/pubmed/35590855
http://dx.doi.org/10.3390/s22093166