A paradigm in nature is to architect composites with excellent material properties compared to its constituents, which themselves often have contrasting mechanical behavior. Most engineering materials sacrifice strength for toughness, whereas natural materials do not face this tradeoff. However, biology's designs, adapted for organism survival, may have features not needed for some engineering applications. Here, we postulate that mimicking nature's elegant use of multimaterial phases can lead to better optimization of engineered materials. We employ an optimization algorithm to explore and design composites using soft and stiff building blocks to study the underlying mechanisms of nature's tough materials. For different applications, optimization parameters may vary. Validation of the algorithm is carried out using a test suite of cases without cracks to optimize for stiffness and compliance individually. A test case with a crack is also performed to optimize for toughness. The validation shows excellent agreement between geometries obtained from the optimization algorithm and the brute force method. This study uses different objective functions to optimize toughness, stiffness and toughness, and compliance and toughness. The algorithm presented here can provide researchers a way to tune material properties for a vast number of engineering problems by adjusting the distribution of soft and stiff materials.
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July 2016
Research-Article
Optimization of Composite Fracture Properties: Method, Validation, and Applications
Grace X. Gu,
Grace X. Gu
Laboratory for Atomistic and
Molecular Mechanics (LAMM),
Department of Mechanical Engineering,
Massachusetts Institute of Technology,
77 Massachusetts Avenue,
Cambridge, MA 02139
e-mail: gracegu@mit.edu
Molecular Mechanics (LAMM),
Department of Mechanical Engineering,
Massachusetts Institute of Technology,
77 Massachusetts Avenue,
Cambridge, MA 02139
e-mail: gracegu@mit.edu
Search for other works by this author on:
Leon Dimas,
Leon Dimas
Laboratory for Atomistic and
Molecular Mechanics (LAMM),
Department of Civil and
Environmental Engineering,
Massachusetts Institute of Technology,
77 Massachusetts Avenue,
Cambridge, MA 02139
e-mail: leon_dim@mit.edu
Molecular Mechanics (LAMM),
Department of Civil and
Environmental Engineering,
Massachusetts Institute of Technology,
77 Massachusetts Avenue,
Cambridge, MA 02139
e-mail: leon_dim@mit.edu
Search for other works by this author on:
Zhao Qin,
Zhao Qin
Laboratory for Atomistic and
Molecular Mechanics (LAMM),
Department of Civil and
Environmental Engineering,
Massachusetts Institute of Technology,
77 Massachusetts Avenue,
Cambridge, MA 02139
e-mail: qinzhao@mit.edu
Molecular Mechanics (LAMM),
Department of Civil and
Environmental Engineering,
Massachusetts Institute of Technology,
77 Massachusetts Avenue,
Cambridge, MA 02139
e-mail: qinzhao@mit.edu
Search for other works by this author on:
Markus J. Buehler
Markus J. Buehler
Laboratory for Atomistic and
Molecular Mechanics (LAMM),
Department of Civil and
Environmental Engineering,
Massachusetts Institute of Technology,
77 Massachusetts Avenue,
Cambridge, MA 02139
e-mail: mbuehler@mit.edu
Molecular Mechanics (LAMM),
Department of Civil and
Environmental Engineering,
Massachusetts Institute of Technology,
77 Massachusetts Avenue,
Cambridge, MA 02139
e-mail: mbuehler@mit.edu
Search for other works by this author on:
Grace X. Gu
Laboratory for Atomistic and
Molecular Mechanics (LAMM),
Department of Mechanical Engineering,
Massachusetts Institute of Technology,
77 Massachusetts Avenue,
Cambridge, MA 02139
e-mail: gracegu@mit.edu
Molecular Mechanics (LAMM),
Department of Mechanical Engineering,
Massachusetts Institute of Technology,
77 Massachusetts Avenue,
Cambridge, MA 02139
e-mail: gracegu@mit.edu
Leon Dimas
Laboratory for Atomistic and
Molecular Mechanics (LAMM),
Department of Civil and
Environmental Engineering,
Massachusetts Institute of Technology,
77 Massachusetts Avenue,
Cambridge, MA 02139
e-mail: leon_dim@mit.edu
Molecular Mechanics (LAMM),
Department of Civil and
Environmental Engineering,
Massachusetts Institute of Technology,
77 Massachusetts Avenue,
Cambridge, MA 02139
e-mail: leon_dim@mit.edu
Zhao Qin
Laboratory for Atomistic and
Molecular Mechanics (LAMM),
Department of Civil and
Environmental Engineering,
Massachusetts Institute of Technology,
77 Massachusetts Avenue,
Cambridge, MA 02139
e-mail: qinzhao@mit.edu
Molecular Mechanics (LAMM),
Department of Civil and
Environmental Engineering,
Massachusetts Institute of Technology,
77 Massachusetts Avenue,
Cambridge, MA 02139
e-mail: qinzhao@mit.edu
Markus J. Buehler
Laboratory for Atomistic and
Molecular Mechanics (LAMM),
Department of Civil and
Environmental Engineering,
Massachusetts Institute of Technology,
77 Massachusetts Avenue,
Cambridge, MA 02139
e-mail: mbuehler@mit.edu
Molecular Mechanics (LAMM),
Department of Civil and
Environmental Engineering,
Massachusetts Institute of Technology,
77 Massachusetts Avenue,
Cambridge, MA 02139
e-mail: mbuehler@mit.edu
1Corresponding author.
Contributed by the Applied Mechanics Division of ASME for publication in the JOURNAL OF APPLIED MECHANICS. Manuscript received March 22, 2016; final manuscript received April 7, 2016; published online May 5, 2016. Editor: Yonggang Huang.
J. Appl. Mech. Jul 2016, 83(7): 071006 (7 pages)
Published Online: May 5, 2016
Article history
Received:
March 22, 2016
Revised:
April 7, 2016
Citation
Gu, G. X., Dimas, L., Qin, Z., and Buehler, M. J. (May 5, 2016). "Optimization of Composite Fracture Properties: Method, Validation, and Applications." ASME. J. Appl. Mech. July 2016; 83(7): 071006. https://doi.org/10.1115/1.4033381
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