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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Bibliographic Details

Published in:	Sensors
Main Authors:	Eddi Miller, Vladyslav Borysenko, Moritz Heusinger, Niklas Niedner, Bastian Engelmann, Jan Schmitt
Format:	Article
Language:	English
Published:	MDPI AG 2021-09-01
Subjects:	machine learning changeover human–machine interaction
Online Access:	https://www.mdpi.com/1424-8220/21/17/5896