Quality4.0 -- Transparent product quality supervision in the age of Industry 4.0

Progressive digitalization is changing the game of many industrial sectors. Focus-ing on product quality the main profitability driver of this so-called Industry 4.0 will be the horizontal integration of information over the complete supply chain. Therefore, the European RFCS project 'Quality4....

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Bibliographic Details
Published in:arXiv.org 2020-11
Main Authors: Brandenburger, Jens, Schirm, Christoph, Melcher, Josef, Hancke, Edgar, Vannucci, Marco, Colla, Valentina, Cateni, Silvia, Sellami, Rami, Dupont, Sébastien, Majchrowski, Annick, Arteaga, Asier
Format: Article
Language:English
Subjects:
Data analysis
Digitization
Horizontal integration
Industry 4.0
Machine learning
Outliers (statistics)
Product quality
Profitability
Supply chains
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Summary:Progressive digitalization is changing the game of many industrial sectors. Focus-ing on product quality the main profitability driver of this so-called Industry 4.0 will be the horizontal integration of information over the complete supply chain. Therefore, the European RFCS project 'Quality4.0' aims in developing an adap-tive platform, which releases decisions on product quality and provides tailored information of high reliability that can be individually exchanged with customers. In this context Machine Learning will be used to detect outliers in the quality data. This paper discusses the intermediate project results and the concepts developed so far for this horizontal integration of quality information.
ISSN:2331-8422
DOI:10.48550/arxiv.2011.06502