Implications from Legacy Device Environments on the Conceptional Design of Machine Learning Models in Manufacturing

Implications from Legacy Device Environments on the Conceptional Design of Machine Learning Models in Manufacturing

While new production areas (greenfields) have state-of-the-art technologies for implementing digitalization, existing production areas (brownfields) and devices must first be upgraded with technologies before digitalization can be implemented. The aim of this research work is to use a case study to...

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Bibliographic Details
Main Authors: Bastian Engelmann, Anna-Maria Schmitt, Lukas Theilacker, Jan Schmitt
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Journal of Manufacturing and Materials Processing
Subjects:
manufacturing
milling
changeover
setup
machine learning
sensor selection
Online Access:https://www.mdpi.com/2504-4494/8/1/15

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https://www.mdpi.com/2504-4494/8/1/15

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