论文标题

质量4.0-行业时代的透明产品质量监督4.0

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

论文作者

Brandenburger, Jens, Schirm, Christoph, Melcher, Josef, Hancke, Edgar, Vannucci, Marco, Colla, Valentina, Cateni, Silvia, Sellami, Rami, Dupont, Sébastien, Majchrowski, Annick, Arteaga, Asier

论文摘要

进步的数字化正在改变许多工业领域的游戏。对产品质量的重点关注所谓的行业4.0的主要盈利能力将是整个供应链中信息的水平整合。因此,欧洲RFCS项目“质量4.0”旨在开发一个Adap-tive平台,该平台释放了产品质量的决策,并提供了高可靠性的量身定制信息,可以与客户单独交流。在这种情况下,机器学习将用于检测质量数据中的异常值。本文讨论了中间项目的结果以及迄今为止为质量信息的水平整合而发展的概念。

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.

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