How Do Digital Engineering and Included AI Based Assistance Tools Change the Product Development Process and the Involved Engineers

Beitrag bei einer Tagung
(Konferenzbeitrag)


Details zur Publikation

Autorinnen und Autoren: Bickel S, Sprügel T, Schleich B, Wartzack S
Verlag: Cambridge University Press
Verlagsort: Cambridge, United Kingdom
Jahr der Veröffentlichung: 2019
Tagungsband: Proceedings of the 22nd International Conference on Engineering Design (ICED19)
Seitenbereich: 2567-2576
Sprache: Englisch


Abstract

Current trends in product development are digital engineering, the increasing use of assistance tools
based on artificial intelligence and in general shorter product lifecycles. These trends and new tools
strongly rely on available data and will irreversibly change established product development processes.
One example for such a new data driven tool is the plausibility check of linear finite element simulations
with Convolutional Neural Networks (CNN). This tool is capable of determining whether new
simulation results are plausible or non-plausible according to numeric input data. The digitalization and
the increased use of data driven tools employing algorithms known from Artificial Intelligence also
shifts the roles of many involved engineers. This paper describes and highlights this transition from
current product development processes to a data driven / simulation driven product development
process. Particularly, the shifts and changes of different roles and domains are illustrated and an example
for changing roles in the design and simulation department is described. Furthermore, required
adjustments in the design process are derived and compared to the current status.


FAU-Autorinnen und Autoren / FAU-Herausgeberinnen und Herausgeber

Bickel, Sebastian
Lehrstuhl für Konstruktionstechnik
Schleich, Benjamin Dr.-Ing.
Lehrstuhl für Konstruktionstechnik
Sprügel, Tobias
Lehrstuhl für Konstruktionstechnik
Wartzack, Sandro Prof. Dr.-Ing.
Lehrstuhl für Konstruktionstechnik


Forschungsbereiche

Modellierung/Simulation/Optimierung
Forschungsschwerpunkt einer Fakultät: Technische Fakultät


Zitierweisen

APA:
Bickel, S., Sprügel, T., Schleich, B., & Wartzack, S. (2019). How Do Digital Engineering and Included AI Based Assistance Tools Change the Product Development Process and the Involved Engineers. In Proceedings of the 22nd International Conference on Engineering Design (ICED19) (pp. 2567-2576). Delft, NL: Cambridge, United Kingdom: Cambridge University Press.

MLA:
Bickel, Sebastian, et al. "How Do Digital Engineering and Included AI Based Assistance Tools Change the Product Development Process and the Involved Engineers." Proceedings of the International Conference on Engineering Design, ICED19, Delft Cambridge, United Kingdom: Cambridge University Press, 2019. 2567-2576.

BibTeX: 

Zuletzt aktualisiert 2019-11-09 um 07:11