Voraussetzungen für den Einsatz datengetriebener Methoden in der Produktentwicklung

Mehlstäubl J, Nicklas S, Gerschütz B, Sprogies N, Schleich B, Lohner T, Wartzack S, Stahl K, Paetzold K (2021)

Publication Language: German

Publication Type: Conference contribution, Conference Contribution

Publication year: 2021

Conference Proceedings Title: Proceedings of the 32nd Symposium Design for X (DFX2021)

Event location: Tutzing DE

URI: https://www.archiv.mfk.tf.fau.de?file=pubmfk_6130941de9b4e

DOI: 10.35199/dfx2021.13

Open Access Link: https://www.designsociety.org/download-publication/43573/Voraussetzungen+für+den+Einsatz+datengetriebener+Methoden+in+der+Produktentwicklung

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.

Authors with CRIS profile

Benjamin Gerschütz Chair of Engineering Design Benjamin Schleich Chair of Engineering Design Sandro Wartzack Chair of Engineering Design

Related research project(s)

Customized Digital Engineering für bayerische KMU am Beispiel des Antriebsstrangs elektrischer Fahrzeuge (FORCuDE@BEV) April 1, 2020 - March 31, 2023

Involved external institutions

Technische Universität München (TUM) DE Germany (DE) Universität der Bundeswehr München DE Germany (DE)

How to cite

APA:

Mehlstäubl, J., Nicklas, S., Gerschütz, B., Sprogies, N., Schleich, B., Lohner, T.,... Paetzold, K. (2021). Voraussetzungen für den Einsatz datengetriebener Methoden in der Produktentwicklung. In Krause D, Paetzold K, Wartzack S (Hrg.), Proceedings of the 32nd Symposium Design for X (DFX2021). Tutzing, DE.

MLA:

Mehlstäubl, Jan, et al. "Voraussetzungen für den Einsatz datengetriebener Methoden in der Produktentwicklung." Tagungsband 32nd DfX Symposium, Tutzing Hrg. Krause D, Paetzold K, Wartzack S, 2021.

BibTeX: Download