This paper presents a B-spline based approach for topology optimization of three-dimensional (3D) problems where the density representation is based on B-splines. Compared with the usual density filter in topology optimization, the new B-spline based density representation approach is advantageous in both memory usage and CPU time. This is achieved through the use of tensor-product form of B-splines. As such, the storage of the filtered density variables is linear with respect to the effective filter size instead of the cubic order as in the usual density filter. Numerical examples of 3D topology optimization of minimal compliance and heat conduction problems are demonstrated. We further reveal that our B-spline based density representation resolves the bottleneck challenge in multiple density per element optimization scheme where the storage of filtering weights had been prohibitively expensive.
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ASME 2014 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference
August 17–20, 2014
Buffalo, New York, USA
Conference Sponsors:
- Design Engineering Division
- Computers and Information in Engineering Division
ISBN:
978-0-7918-4632-2
PROCEEDINGS PAPER
Efficient Filtering in Topology Optimization via B-Splines
Mingming Wang,
Mingming Wang
Illinois Institute of Technology, Chicago, IL
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Xiaoping Qian
Xiaoping Qian
University of Wisconsin, Madison, WI
Search for other works by this author on:
Mingming Wang
Illinois Institute of Technology, Chicago, IL
Xiaoping Qian
University of Wisconsin, Madison, WI
Paper No:
DETC2014-34712, V02BT03A011; 13 pages
Published Online:
January 13, 2015
Citation
Wang, M, & Qian, X. "Efficient Filtering in Topology Optimization via B-Splines." Proceedings of the ASME 2014 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. Volume 2B: 40th Design Automation Conference. Buffalo, New York, USA. August 17–20, 2014. V02BT03A011. ASME. https://doi.org/10.1115/DETC2014-34712
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