Structural Design Using Laplacian Shells - Robotics Institute Carnegie Mellon University

Structural Design Using Laplacian Shells

E. Ulu, J. McCann, and L. B. Kara
Journal Article, Computer Graphics Forum, Vol. 38, No. 5, pp. 85 - 98, August, 2019

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.

BibTeX

@article{Ulu-2019-120918,
author = {E. Ulu and J. McCann and L. B. Kara},
title = {Structural Design Using Laplacian Shells},
journal = {Computer Graphics Forum},
year = {2019},
month = {August},
volume = {38},
number = {5},
pages = {85 - 98},
}