Hybrid Decision Support in Product Creation - Improving performance with data science and artificial intelligence
I. Gräßler, J. Pottebaum, P. Nyhuis, R. Stark, K.-D. Thoben, P. Wiederkehr, Industry 4.0 Science 2025 (2025).
Journal Article
| Published
| English
Author
Gräßler, IrisLibreCat 
;
Pottebaum, JensLibreCat ;
Nyhuis, Peter;
Stark, Rainer;
Thoben, Klaus-Dieter;
Wiederkehr, Petra
;
Pottebaum, JensLibreCat ;
Nyhuis, Peter;
Stark, Rainer;
Thoben, Klaus-Dieter;
Wiederkehr, PetraDepartment
Alternative Title
Hybride Entscheidungsunterstützung in der Produktentstehung - Mit Data Science und Künstlicher Intelligenz die Leistungsfähigkeit erhöhen
Abstract
Technical systems are characterized by increasing interdisciplinarity, complexity and networking. A product and its corresponding production systems require interdisciplinary multi-objective optimization. Sustainability and recyclability demands increase said complexity. The efficiency of previously established engineering methods is reaching its limits, which can only be overcome by systematic integration of extreme data. The aim of "hybrid decision support" is as follows: Data science and artificial intelligence should be used to supplement human capabilities in conjunction with existing heuristics, methods, modeling and simulation to increase the efficiency of product creation.
Keywords
Publishing Year
Journal Title
Industry 4.0 Science
Volume
2025
Issue
1
ISSN
LibreCat-ID
Cite this
Gräßler I, Pottebaum J, Nyhuis P, Stark R, Thoben K-D, Wiederkehr P. Hybrid Decision Support in Product Creation - Improving performance with data science and artificial intelligence. Industry 40 Science. 2025;2025(1). doi:10.30844/i4sd.25.1.18
Gräßler, I., Pottebaum, J., Nyhuis, P., Stark, R., Thoben, K.-D., & Wiederkehr, P. (2025). Hybrid Decision Support in Product Creation - Improving performance with data science and artificial intelligence. Industry 4.0 Science, 2025(1). https://doi.org/10.30844/i4sd.25.1.18
@article{Gräßler_Pottebaum_Nyhuis_Stark_Thoben_Wiederkehr_2025, title={Hybrid Decision Support in Product Creation - Improving performance with data science and artificial intelligence}, volume={2025}, DOI={10.30844/i4sd.25.1.18}, number={1}, journal={Industry 4.0 Science}, publisher={GITO mbH Verlag}, author={Gräßler, Iris and Pottebaum, Jens and Nyhuis, Peter and Stark, Rainer and Thoben, Klaus-Dieter and Wiederkehr, Petra}, year={2025} }
Gräßler, Iris, Jens Pottebaum, Peter Nyhuis, Rainer Stark, Klaus-Dieter Thoben, and Petra Wiederkehr. “Hybrid Decision Support in Product Creation - Improving Performance with Data Science and Artificial Intelligence.” Industry 4.0 Science 2025, no. 1 (2025). https://doi.org/10.30844/i4sd.25.1.18.
I. Gräßler, J. Pottebaum, P. Nyhuis, R. Stark, K.-D. Thoben, and P. Wiederkehr, “Hybrid Decision Support in Product Creation - Improving performance with data science and artificial intelligence,” Industry 4.0 Science, vol. 2025, no. 1, 2025, doi: 10.30844/i4sd.25.1.18.
Gräßler, Iris, et al. “Hybrid Decision Support in Product Creation - Improving Performance with Data Science and Artificial Intelligence.” Industry 4.0 Science, vol. 2025, no. 1, GITO mbH Verlag, 2025, doi:10.30844/i4sd.25.1.18.
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