Publication
Boundary element based multiresolution shape optimisation in electrostatics
AbstractWe consider the shape optimisation of high-voltage devices subject to electrostatic field equations by combining fast boundary elements with multiresolution subdivision surfaces. The geometry of the domain is described with subdivision surfaces and different resolutions of the same geometry are used for optimisation and analysis. The primal and adjoint problems are discretised with the boundary element method using a sufficiently fine control mesh. For shape optimisation the geometry is updated starting from the coarsest control mesh with increasingly finer control meshes. The multiresolution approach effectively prevents the appearance of non-physical geometry oscillations in the optimised shapes. Moreover, there is no need for mesh regeneration or smoothing during the optimisation due to the absence of a volume mesh. We present several numerical experiments and one industrial application to demonstrate the robustness and versatility of the developed approach.
Download publicationRelated Resources
See what’s new.
2009
The challenge of irrationality: fractal protein recipes for PIComputational development traditionally focuses on the use of an…
2020
Memory-Based Graph NetworksGraph neural networks (GNNs) are a class of deep models that operate…
2020
Multi-speed Gearbox Synthesis Using Global Search and Non-convex OptimizationWe consider the synthesis problem of a multi-speed gearbox, a…
2023
Girl Gang Garage’s Volvo Restoration Inspires Next Generation of TechniciansHow Girl Gang Garage uses Fusion 360 for a vehicle mash-up. …
Get in touch
Something pique your interest? Get in touch if you’d like to learn more about Autodesk Research, our projects, people, and potential collaboration opportunities.
Contact us