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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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Bibliographic Details
Published in:Computer aided geometric design 2020-03, Vol.78, p.101815, Article 101815
Main Authors: Marschke, Sandra, Wunderlich, Linus, Ring, Wolfgang, Achterhold, Klaus, Pfeiffer, Franz
Format: Article
Language:English
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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.
ISSN:0167-8396
1879-2332
DOI:10.1016/j.cagd.2020.101815