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ABSTRACT
A level set based method is proposed for simultaneous optimization of material property and topology of functionally graded structures. The objective is to determine the optimal material property (via material volume fraction) and structural topology to maximize the performance of the structure in a given application. In the proposed method volume fraction and structural boundary are considered as design variables, with the former being discretized as a scaler field and the latter being implicitly represented by level set method. To perform simultaneous optimization, the two design variables are integrated into a common objective functional. Sensitivity analysis is conducted to obtain the descent directions. The optimization process is then expressed as the solution to a coupled Hamilton-Jacobi equation and diffusion partial differential equation. Numerical results are provided for the problem of mean compliance optimization in two dimensions.
REFERENCES
Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.
| |
1
|
|
| |
2
|
|
| |
3
|
Allaire, G. 2001. Shape Optimization by the Homogenization Method. Springer, New York.
|
| |
4
|
Belytschko, T., Lu, Y. Y., and Gu, L. 1994. Element-free galerkin methods. International Journal for Numerical Methods in Enginnering 37, 229--256.
|
| |
5
|
Belytschko, T., Moës, N., Usui, S., and Parimi, C. 2001. Arbitrary discontinuities in finite elements. International Journal for Numerical Methods in Engineering 50, 993--1013.
|
| |
6
|
Belytschko, T., Xiao, S. P., and Parimi, C. 2003. Topology optimization with implicit functions and regularization. International Journal for Numerical Methods in Engineering 57, 8, 1177--1196.
|
| |
7
|
|
| |
8
|
Bendsøe, M. P., and Sigmund, O. 2003. Topology Optimization: Theory, Methods and Applications. Springer-Verlag, Berlin.
|
| |
9
|
Bendsøe, M. P. 1989. Optimal shape design as a material distribution problem. Structural Optimization 1, 193--202.
|
| |
10
|
Bourdin, B., and Chambolle, A. 2000. Implementation of an adaptive finite-element approximation of the Mumford-Shah functional. Numer. Mathemat. 85, 609--646.
|
| |
11
|
Bulman, S., Sienz, J., and Hinton, E. 2001. Comparisons between algorithms for structural topology optimization using a series of benchmark studies. Computers & Structures 79, 12, 1203--1218.
|
 |
12
|
J. C. Carr , R. K. Beatson , J. B. Cherrie , T. J. Mitchell , W. R. Fright , B. C. McCallum , T. R. Evans, Reconstruction and representation of 3D objects with radial basis functions, Proceedings of the 28th annual conference on Computer graphics and interactive techniques, p.67-76, August 2001
[doi> 10.1145/383259.383266]
|
| |
13
|
Chen, B., and Tong, L. 2005. Thermomechanically coupled sensitivity analysis and design optimization of functionally graded materials. Computer Methods in Applied Mechanics and Engineering 194, 1891--1911.
|
| |
14
|
Cho, J., and Ha, D. 2002. Optimal tailoring of 2d volume fraction distributions for heat resisting functionally graded material using fdm. Computer Methods in Applied Mechanics and Engineering 191, 3195--3211.
|
| |
15
|
Cho, J., and Ha, D. 2002. Volume fraction optimization for minimizing thermal stress in ni-al2o3 functionally graded aterials. Materials Science and Engineering: A 334, 147--155.
|
| |
16
|
|
| |
17
|
Goupee, A., and Vel, S. 2006. Optimization of natural frequencies of bidirectional functionally graded beams. Structural and Multidisciplinary Optimization. in press.
|
| |
18
|
Goupee, A., and Vel, S. 2006. Two-dimensional optimization of material composition of functionally graded materials using meshless analyses and a genetic algorithm. Computer Methods in Applied Mechanics and Engineering 195, 5926--5948.
|
| |
19
|
Haber, R. B., Jog, C. S., and Bendsøe, M. P. 1996. A new approach to variable-topology shape design using a constraint on perimeter. Structural Optimization 11, 1--12.
|
| |
20
|
Hassani, B., and Hinton, E. 1999. Homogenization and Structural Topology Optimization: Theory, Practice and Software. Springer, London.
|
| |
21
|
Jang, G. W., and Kim, Y. Y. 2005. Sensitivity analysis for fixed-grid shape optimization by using oblique boundary curve approximation. International Journal of Solids and Structures. submitted for review.
|
| |
22
|
|
| |
23
|
Kojekine, N., Hagiwara, I., and Savchenko, V. 2003. Software tools using csrbf for processing scattered data. Computers and Graphics 27, 2, 311--319.
|
| |
24
|
Markworth, A. J., Tamesh, K. S., and W. P. Rarks, J. 1995. Modeling studies applied to functionally graded materials. J. Mater. Sci. 30, 2183--2193.
|
| |
25
|
Michell, A. G. M. 1904. The limits of economy of material in frame-structures. Philosophical Magazine 8, 6, 589--597.
|
| |
26
|
Mitchell, I. M. 2004. A toolbox of level set methods. Tech. Rep. TR-2004-09, Department of Computer Science, University of British Columbia, Canada.
|
| |
27
|
Miyamoto, Y., Kaysser, W. A., and Rabin, B. H. 1999. Functionally Graded Materials: Design, Processing and Applications. Kluwer Academic Publishers, Boston.
|
| |
28
|
|
| |
29
|
|
| |
30
|
Nocedal, J., and Wright, S. J. 1999. Numerical Optimization. Springer.
|
| |
31
|
Norato, J., Haber, R., Tortorelli, D., and Bendsøe, M. P. 2004. A geometry projection method for shape optimization. International Journal for Numerical Methods in Engineering 60, 14, 2289--2312.
|
| |
32
|
Osher, S. J., and Fedkiw, R. P. 2002. Level Set Methods and Dynamic Implicit Surfaces. Springer-Verlag, New York.
|
| |
33
|
|
| |
34
|
|
| |
35
|
|
| |
36
|
Danping Peng , Barry Merriman , Stanley Osher , Hongkai Zhao , Myungjoo Kang, A PDE-based fast local level set method, Journal of Computational Physics, v.155 n.2, p.410-438, Nov. 1, 1999
[doi> 10.1006/jcph.1999.6345
]
|
| |
37
|
Reddy, J. 1997. Mechanics of Laminated Composite Plastes: Theory and Analysis. CRC.
|
| |
38
|
Rozvany, G. I. N., Zhou, M., and Birker, T. 1992. Generalized shape optimization without homogenization. Strutural Optimization 4, 250--254.
|
| |
39
|
Rozvany, G. I. N. 2001. Aims, scope, methods, history and unified terminology of computer-aided topology optimization in structural mechanics. Structural and Multidisciplinary Optimization 21, 2, 90--108.
|
| |
40
|
Rozvany, G. I. N. 2001. Stress ratio and compliance based methods in topology optimization - A critical review. Structural and Multidisciplinary Optimization 21, 109--119.
|
| |
41
|
|
| |
42
|
Shapiro, V. 1988. Theory of r-functions and applications: A primer. Tech. rep., Cornell University, November.
|
| |
43
|
|
| |
44
|
|
| |
45
|
Sigmund, O. 2001. A 99 line topology optimization code written in MATLAB. Structural and Multidisciplinary Optimization 21, 2, 120--127.
|
| |
46
|
Sigmund, O. 2001. Design of multiphysics actuators using topology optimization-Part II: Two-material structures. Computer Methods in Applied Mechanics and Engineering 190, 49--50, 6605--6627.
|
| |
47
|
Sokolowski, J., and Zolesio, J. 1992. Introduction to shape optimization: shape sensitivity analysis. In Springer Series in Computational Mathematics, vol. 10. Springer, New York.
|
| |
48
|
Strain, J. 1999. A fast modular semi-lagrange method for moving interfaces. Journal of Computational Physics 151, 498--533.
|
| |
49
|
Suresh, S., and Mortensen, A. 1988. Fundamentals of Functionally Graded Materials. IDM Communications Ltd.
|
| |
50
|
Swan, C. C., and Kosaka, I. 1997. Voigt-Reuss topology optimization for structures with linear elastic material behaviors. International Journal for Numerical Methods in Engineering 40, 3033--3057.
|
| |
51
|
Tanaka, K., Tanaka, Y., Watanabe, H., Poterasu, V., and Sugano, Y. 1993. An improved solution to thermoelastic design in functionally gradient materials: scheme to reduce thermal stresses. Computer Methods in Applied Mechanics and Engineering 109, 377--389.
|
| |
52
|
Tanaka, K., Y. Tanaka, K. E., Poterasu, V., and Sugano, Y. 1993. Design of thermoelastic materials using direct sensitivity and optimization methods reduction of thermal stresses in functionally gradient materials. Computer Methods in Applied Mechanics and Engineering 106, 271--284.
|
| |
53
|
Tanaka, K., Watanabe, H., Sugano, Y., and Poterasu, V. 1996. A multicriterial material tailoring of a hollow cylinder in functionally gradient materials: scheme to global reduction of thermoelastic stresses. Computer Methods in Applied Mechanics and Engineering 135, 369--380.
|
| |
54
|
Tsai, A., Yezzi, A., and Willsky, A. S. 2001. Curve evolution implementation of the mumford-shah functional for image segmentation, denoising, interpolation, and magnification. IEEE Transactions on Image Processing 10, 1169--1186.
|
| |
55
|
Turteltaub, S., and Washabaugh, P. 1999. Optimal distribution of material properties for an elastic continuum with structure! dependent body force. International Journal of Solids and Structures 36, 4587--4608.
|
| |
56
|
Turteltaub, S. 2001. Optimal material properties for transient problems. Structural and Multidisciplinary Optimization 22, 157--166.
|
| |
57
|
Turteltaub, S. 2002. Functionally graded materials for prescribed field evolution. Computer Methods in Applied Mechanics and Engineering 191, 2283--2296.
|
| |
58
|
Turteltaub, S. 2002. Optimal control and optimization of functionally graded materials for thermomechanical processes. International Journal of Solids and Structures 39, 3175--3197.
|
| |
59
|
Turteltaub, S. 2005. Optimal non-homogeneous composites for dynamic loading. Structural and Multidisciplinary Optimization 30, 101--112.
|
| |
60
|
|
| |
61
|
Wang, M. Y., and Wang, X. 2004. PDE-driven level sets, shape sensitivity and curvature flow for structural topology optimization. Computer Modeling in Engineering & Sciences 6, 4, 373--395.
|
| |
62
|
Wang, M. Y., and Wang, X. 2005. A level-set based variational method for design and optimization of heterogeneous objects. Computer-Aided Design 37, 321--337.
|
| |
63
|
Wang, M. Y., Wang, X., and Guo, D. 2003. A level set method for structural topology optimization. Computer Methods in Applied Mechanics and Engineering 192, 227--246.
|
| |
64
|
Xia, Q., Wang, M., Wang, S., and Chen, S. 2006. Semilagrange method for level-set based structural topology and shape optimization. Structural and Multidisciplinary Optimization 31, 419--429.
|
| |
65
|
Xie, Y. M., and Steven, G. P. 1993. A simple evolutionary procedure for structural optimization. Computers & Structures 49, 5, 885--896.
|
| |
66
|
Xie, Y. M., and Steven, G. P. 1997. Evolutionary Structural Optimization. Springer-Verlag London Limited, UK.
|
|