4.7 Article

Evidence theory-based reliability optimization for cross-scale topological structures with global stress, local displacement, and micro-manufacturing constraints

Journal

Publisher

SPRINGER
DOI: 10.1007/s00158-021-03112-w

Keywords

Cross-scale topology optimization; Global stress constraint; Evidence theory; Local displacement constraint; Minimum length scale control

Funding

  1. National Nature Science Foundation of China [12072007]
  2. EU [H2020-MSCA-IF-2020: 101025743-ROFiDMS]
  3. Ningbo Nature Science Foundation [202003N4018]
  4. Aeronautical Science Foundation of China [20182951014]
  5. Defense Industrial Technology Development Program [JCKY2019205A006, JCKY2019209C004, JCKY2018601B001]
  6. Beijing Advanced Discipline Center for Unmanned Aircraft System

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This study presents an uncertainty-oriented cross-scale topology optimization model with global stress reliability constraint, local displacement constraint, and micro-manufacturing control based on evidence theory. The model designs the material distribution of both the macrostructure and the cell microstructure for a two-dimensional porous material structure. The uncertainty parameters are processed using evidence theory to evaluate the reliability of the structural strength performance.
An uncertainty-oriented cross-scale topology optimization model with global stress reliability constraint, local displacement constraint, and micro-manufacturing control based on evidence theory is presented. The model is oriented to two-dimensional porous material structure, which concurrently designs the material distribution of both the macrostructure and the cell microstructure. During the optimization process, the homogenization method is used to solve the equivalent elastic modulus of the cell microstructure, which is then endowed to the macro-elements for subsequent analysis. The local stress constraints are converted to a global constraint by P-norm to reduce the computational consumption. Considering the uncertainty factors, the evidence theory is utilized to process the uncertainty parameters and evaluate the reliability of the structural strength performance. Minimum length-scale constraint is imposed on the cell microstructure by a density projection method for better manufacturability. Three numerical examples are presented to illustrate the availability of the proposed model.

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