DFX 2021 32nd SYMPOSIUM DESIGN FOR X
Online via Zoom and Tutzing, Germany. 27th and 28th September 2021. DFX 2021 offers young scientists a platform for presenting new ideas and approaches for improving product development.
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Voraussetzungen für den Einsatz datengetriebener Methoden in der Produktentwicklung
Jan Mehlstäubl, Simon Nicklas, Benjamin Gerschütz, Nicolai Sprogies, Benjamin Schleich, Thomas Lohner, Sandro Wartzack, Karsten Stahl, Kristin Paetzold
Type:
Year:
2021
Editor:
Dieter Krause, Kristin Paetzold, Sandro Wartzack
Author:
Series:
DfX
Institution:
Institut für Technische Produktentwicklung, Universität der Bundeswehr München
Section:
Digital Engineering
Page(s):
10
DOI number:
Abstract:
Data mining and machine learning are successfully applied in many business areas such as marketing or production. Due to the increasing complexity in data and information flows and the large amount of data, data-driven solutions have also great potential in product development. Nevertheless, many companies are not able to integrate data-driven methods into their product development process. In order to support the application of data-driven methods, this paper identifies necessary prerequisites for their integration in product development. Based on a data analysis process, the prerequisites are elaborated and, subsequently, levers for their design are derived.
Keywords:
