English

Structural Design Using Laplacian Shells

Computational Geometry 2019-06-26 v1 Graphics Machine Learning

Abstract

We introduce a method to design lightweight shell objects that are structurally robust under the external forces they may experience during use. Given an input 3D model and a general description of the external forces, our algorithm generates a structurally-sound minimum weight shell object. Our approach works by altering the local shell thickness repeatedly based on the stresses that develop inside the object. A key issue in shell design is that large thickness values might result in self-intersections on the inner boundary creating a significant computational challenge during optimization. To address this, we propose a shape parametrization based on the solution to the Laplace's equation that guarantees smooth and intersection-free shell boundaries. Combined with our gradient-free optimization algorithm, our method provides a practical solution to the structural design of hollow objects with a single inner cavity. We demonstrate our method on a variety of problems with arbitrary 3D models under complex force configurations and validate its performance with physical experiments.

Keywords

Cite

@article{arxiv.1906.10669,
  title  = {Structural Design Using Laplacian Shells},
  author = {Erva Ulu and James McCann and Levent Burak Kara},
  journal= {arXiv preprint arXiv:1906.10669},
  year   = {2019}
}

Comments

Eurographics Symposium on Geometry Processing (SGP) 2019 / Computer Graphics Forum