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An approach to construct a three-dimensional isogeometric model from μ-CT scan data with an application to the bridge of a violin
•A robust Spline fit by a Gauss-Newton approach with regularisation avoids overfitting.•The resulting geometry can be directly used for isogeometric numerical simulations.•Workflow for the vibro-acoustical simulation of a violin bridge based on a μ-CT scan. We present an algorithm to build a ready t...
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Published in: | Computer aided geometric design 2020-03, Vol.78, p.101815, Article 101815 |
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Main Authors: | , , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
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Summary: | •A robust Spline fit by a Gauss-Newton approach with regularisation avoids overfitting.•The resulting geometry can be directly used for isogeometric numerical simulations.•Workflow for the vibro-acoustical simulation of a violin bridge based on a μ-CT scan.
We present an algorithm to build a ready to use isogeometric model from scan data gained by a μ-CT scan. Based on a three-dimensional multi-patch reference geometry, which includes the major topological features, we fit the outline, then the cross-section and finally the three-dimensional geometry. The key step is to fit the outline, where a non-linear least squares problem is solved with a Gauss-Newton approach presented by Borges and Pastva (2002). We extend this approach by a regularisation and a precise interpolation of selected data points. The resulting NURBS geometry is ready for applying isogeometric analysis tools for efficient numerical simulations.
As a particular example we examine the scan data of a violin bridge and present the complete workflow from the μ-CT scan up to the numerical simulation based on isogeometric mortar methods. We illustrate the relevance of the constructed geometry with a vibro-acoustical application. |
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ISSN: | 0167-8396 1879-2332 |
DOI: | 10.1016/j.cagd.2020.101815 |