Enhanced Changeover Detection in Industry 4.0 Environments with Machine Learning

Changeover times are an important element when evaluating the Overall Equipment Effectiveness (OEE) of a production machine. The article presents a machine learning (ML) approach that is based on an external sensor setup to automatically detect changeovers in a shopfloor environment. The door status...

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Detalles Bibliográficos
Autores principales: Miller, Eddi, Borysenko, Vladyslav, Heusinger, Moritz, Niedner, Niklas, Engelmann, Bastian, Schmitt, Jan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8434557/
https://www.ncbi.nlm.nih.gov/pubmed/34502786
http://dx.doi.org/10.3390/s21175896

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8434557/
https://www.ncbi.nlm.nih.gov/pubmed/34502786
http://dx.doi.org/10.3390/s21175896

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