Computational Homogenization for Inverse Design of Surface-based Inflatables
ORAL
Abstract
We present a computational design framework for surface-based inflatables, which are composed of two thin sheets joined along a sparse set of fusing curves. During inflation, the unfused areas separate to maximize enclosed volume, while the fusing curves control both out-of-plane expansion and in-plane contraction. By spatially varying the fusing pattern, we can create structures with incompatible contraction ratios, resulting in metric frustrations and buckling into doubly-curved equilibrium states that balance the inflation pressure forces and elastic forces stored in the sheets.
To design these structures, we develop a numerical homogenization method with a novel deformation parametrization, enabling efficient evaluation of bending and stretching stiffness for inflated unit cells with arbitrary fusing patterns. By applying the homogenization algorithm, we create a database of fusing patterns with a wide range of material properties. Finally, we incorporate this database into an inverse design optimization framework to create lightweight yet structurally sound inflatable structures that closely approximate freeform target shapes.
To design these structures, we develop a numerical homogenization method with a novel deformation parametrization, enabling efficient evaluation of bending and stretching stiffness for inflated unit cells with arbitrary fusing patterns. By applying the homogenization algorithm, we create a database of fusing patterns with a wide range of material properties. Finally, we incorporate this database into an inverse design optimization framework to create lightweight yet structurally sound inflatable structures that closely approximate freeform target shapes.
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Presenters
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Yingying Ren
Institute of Science and Technology Austria
Authors
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Yingying Ren
Institute of Science and Technology Austria
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Mark Pauly
EPFL
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Julian Panetta
UC Davis
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Seiichi Suzuki
EPFL
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Uday Kusupati
EPFL
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Florin Isvoranu
EPFL