This paper presents an optimization method for solving level set-based topology optimization problems. A predictor–corrector scheme for constructing the velocity field is developed. In this method, after the velocity fields in the first two iterations are calculated using the shape sensitivity analysis, the subsequent velocity fields are constructed based on those obtained from the first two iterations. To ensure stability, the velocity field is renewed based on the shape sensitivity analysis after a certain number of iterations. The validity of the proposed method is tested on the mean compliance minimization problem and the compliant mechanisms synthesis problem. This method is quantitatively compared with other methods, such as the standard level set method, the solid isotropic microstructure with penalization (SIMP) method, and the discrete level set method.
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September 2014
Research-Article
A Velocity Predictor–Corrector Scheme in Level Set-Based Topology Optimization to Improve Computational Efficiency
Benliang Zhu,
Benliang Zhu
Guangdong Province Key Laboratory of Precision
Equipment and Manufacturing Technology,
School of Mechanical
and Automotive Engineering,
e-mail: lllang123@163.com
Equipment and Manufacturing Technology,
School of Mechanical
and Automotive Engineering,
South China University of Technology
,Guangzhou 510640
, China
e-mail: lllang123@163.com
Search for other works by this author on:
Xianmin Zhang,
Xianmin Zhang
1
Professor
Guangdong Province Key Laboratory of Precision
Equipment and Manufacturing Technology,
School of Mechanical
and Automotive Engineering,
e-mail: zhangxm@scut.edu.cn
Guangdong Province Key Laboratory of Precision
Equipment and Manufacturing Technology,
School of Mechanical
and Automotive Engineering,
South China University of Technology
,Guangzhou 510640
, China
e-mail: zhangxm@scut.edu.cn
1Corresponding author.
Search for other works by this author on:
Sergej Fatikow
Sergej Fatikow
Chair Professor
School of Mechanical
and Automotive Engineering,
e-mail: fatikow@uni-oldenburg.de
School of Mechanical
and Automotive Engineering,
South China University of Technology
,Guangzhou 510640
, China
e-mail: fatikow@uni-oldenburg.de
Search for other works by this author on:
Benliang Zhu
Guangdong Province Key Laboratory of Precision
Equipment and Manufacturing Technology,
School of Mechanical
and Automotive Engineering,
e-mail: lllang123@163.com
Equipment and Manufacturing Technology,
School of Mechanical
and Automotive Engineering,
South China University of Technology
,Guangzhou 510640
, China
e-mail: lllang123@163.com
Xianmin Zhang
Professor
Guangdong Province Key Laboratory of Precision
Equipment and Manufacturing Technology,
School of Mechanical
and Automotive Engineering,
e-mail: zhangxm@scut.edu.cn
Guangdong Province Key Laboratory of Precision
Equipment and Manufacturing Technology,
School of Mechanical
and Automotive Engineering,
South China University of Technology
,Guangzhou 510640
, China
e-mail: zhangxm@scut.edu.cn
Sergej Fatikow
Chair Professor
School of Mechanical
and Automotive Engineering,
e-mail: fatikow@uni-oldenburg.de
School of Mechanical
and Automotive Engineering,
South China University of Technology
,Guangzhou 510640
, China
e-mail: fatikow@uni-oldenburg.de
1Corresponding author.
Contributed by the Design Automation Committee of ASME for publication in the JOURNAL OF MECHANICAL DESIGN. Manuscript received September 30, 2013; final manuscript received May 13, 2014; published online June 11, 2014. Assoc. Editor: Kazuhiro Saitou.
J. Mech. Des. Sep 2014, 136(9): 091001 (9 pages)
Published Online: June 11, 2014
Article history
Received:
September 30, 2013
Revision Received:
May 13, 2014
Citation
Zhu, B., Zhang, X., and Fatikow, S. (June 11, 2014). "A Velocity Predictor–Corrector Scheme in Level Set-Based Topology Optimization to Improve Computational Efficiency." ASME. J. Mech. Des. September 2014; 136(9): 091001. https://doi.org/10.1115/1.4027720
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