1. Challenges for capturing data within data-driven design processes.
- Author
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Langner, Christopher, Paliyenko, Yevgeni, Müller, Benedikt, Roth, Daniel, Guertler, Matthias R., and Kreimeyer, Matthias
- Subjects
INTERNET of things ,DATA science ,INTERNET security ,EMISSION control ,THREE-dimensional printing - Abstract
Cyber-Physical-Systems provide extensive data gathering opportunities along the lifecycle, enabling data-driven design to improve the design process. However, its implementation faces challenges, particularly in the initial data capturing stage. To identify those, a comprehensive approach combining a systematic literature review and an industry survey was applied. Four groups of interrelated challenges were identified as most relevant to practitioners: data selection, data availability in systems, knowledge about data science processes and tools, and guiding users in targeted data capturing. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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