AUTOMATED PART DECOMPOSITION FOR PRODUCT ARCHITECTURE MODELING
Autor: | J. Redeker, P. Gebhardt, A.-K. Reichler, E. Türck, K. Dröder, T. Vietor |
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Rok vydání: | 2020 |
Předmět: |
0209 industrial biotechnology
020901 industrial engineering & automation Computer science business.industry 0202 electrical engineering electronic engineering information engineering Decomposition (computer science) 020207 software engineering 02 engineering and technology General Medicine Process engineering business Product architecture |
Zdroj: | Proceedings of the Design Society: DESIGN Conference. 1:2365-2374 |
ISSN: | 2633-7762 |
Popis: | This paper presents an algorithm that contributes to an automatic decomposition of a mechanical part based on geometric features and methods of unsupervised machine learning. For the development of the algorithm, existing techniques of 3D shape segmentation, especially surface-based part segmentation procedures are reviewed and important areas of activities are revealed. The developed multi-step approach results in an abstract product model. This representation leads to a new way of designing and redesigning parts for the novel hybrid manufacturing concept Incremental Manufacturing (IM). |
Databáze: | OpenAIRE |
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