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Automatic Anomaly Detection on In-Production Manufacturing Machines Using Statistical Learning Methods

Anomaly detection is becoming increasingly important to enhance reliability and resiliency in the Industry 4.0 framework. In this work, we investigate different methods for anomaly detection on in-production manufacturing machines taking into account their variability, both in operation and in wear...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Pittino, Federico, Puggl, Michael, Moldaschl, Thomas, Hirschl, Christina
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7219248/
https://ncbi.nlm.nih.gov/pubmed/32326029
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s20082344
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