Visual Design and Engineering Laboratory

Carnegie Mellon University

Lightweight Structure Design Under Force Location Uncertainty

Paper

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[Publisher Version]

Abstract

We introduce a lightweight structure optimization approach for problems in which there is uncertainty in the force locations. Such uncertainty may arise due to force contact locations that change during use or are simply unknown a priori. Given an input 3D model, regions on its boundary where arbitrary normal forces may make contact, and a total force-magnitude budget, our algorithm generates a minimum weight 3D structure that withstands any force configuration capped by the budget. Our approach works by repeatedly finding the most critical force configuration and altering the internal structure accordingly. A key issue, however, is that the critical force configuration changes as the structure evolves, resulting in a significant computational challenge. To address this, we propose an efficient critical instant analysis approach. Combined with a reduced order formulation, our method provides a practical solution to the structural optimization problem. We demonstrate our method on a variety of models and validate it with mechanical tests.

Citation

Lightweight Structure Design Under Force Location Uncertainty. (2017). Erva Ulu, James McCann and Levent Burak Kara. ACM Transactions on Graphics (Proceedings of SIGGRAPH 2017).

@article {ulu2017lightweight,
 title = {Lightweight Structure Design Under Force Location Uncertainty},
 author = {Erva Ulu and James McCann and Levent Burak Kara},
 journal = {ACM Transactions on Graphics (Proc. of SIGGRAPH 2017)},
 volume = {36},
 number = {4},
 pages = {to appear},
 year = {2017}
}

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