CAD-driven Pattern Recognition in Reverse Engineered Models

Gauthier, Sebastian; Puech, William; Bénière, Roseline; Subsol, Gérard

doi:10.5220/0007360702440254

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Cluster Analysis1

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2020

2023

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“…The coloring of the graph nodes corresponds to the coloring of the clusters. Note that the results of this section seem to be applicable for tasks in design feature recognition in reverse-engineered models, e.g., presented by Gauthier et al (2019).…”

Section: Cluster Analysismentioning

confidence: 80%

Automated Part Decomposition for Product Architecture Modeling

Redeker

Gebhardt

Reichler

et al. 2020

Proc. Des. Soc.: Des. Conf.

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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).

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Section: Cluster Analysismentioning

confidence: 80%