Large scale three-dimensional manufacturing tolerant stress-constrained topology optimization

In topology optimization, the treatment of stress constraints for very large scale problems has so far not been tractable due to the failure of robust agglomeration methods, i.e. their inability to accurately handle the locality of the stress constraints. This paper presents a three-dimensional design methodology that alleviates this shortcoming using both deterministic and robust problem formulations. The robust formulation, based on the three-field density projection approach, is extended to handle manufacturing uncertainty in three-dimensional stress-constrained problems. Several numerical examples are solved and further post-processed with body-fitted meshes using commercial software. The numerical investigations demonstrate that: (1) the employed solution approach based on the augmented Lagrangian method is able to handle large problems, with hundreds of millions of stress constraints; (2) if appropriate interpolation parameters are adopted, voxel-based (fixed grid) models can be used to compute von Mises stresses with excellent accuracy; and (3) in order to ensure manufacturing tolerance in three-dimensional stress-constrained topology optimization, a combination of double filtering and more than three realizations may be required.

[1]  Ole Sigmund,et al.  Topological design of electromechanical actuators with robustness toward over- and under-etching , 2013 .

[2]  Yangjun Luo,et al.  Reliability based topology optimization for continuum structures with local failure constraints , 2014 .

[3]  C. C. Law,et al.  ParaView: An End-User Tool for Large-Data Visualization , 2005, The Visualization Handbook.

[4]  Ole Sigmund,et al.  Topology optimization of compliant mechanisms considering stress constraints, manufacturing uncertainty and geometric nonlinearity , 2020, Computer Methods in Applied Mechanics and Engineering.

[5]  Ole Sigmund,et al.  Stress-constrained topology optimization for compliant mechanism design , 2015 .

[6]  Ole Sigmund,et al.  On projection methods, convergence and robust formulations in topology optimization , 2011, Structural and Multidisciplinary Optimization.

[7]  Antonio André Novotny,et al.  Topological optimization of structures subject to Von Mises stress constraints , 2010 .

[8]  André T. Beck,et al.  Topology optimization of continuum structures with stress constraints and uncertainties in loading , 2018 .

[9]  Eduardo Alberto Fancello,et al.  Structural topology optimization considering material failure constraints and multiple load conditions , 2003 .

[10]  Fengwen Wang,et al.  Systematic design of 3D auxetic lattice materials with programmable Poisson’s ratio for finite strains , 2018 .

[11]  Ole Sigmund,et al.  Topology optimization of compliant mechanisms with stress constraints and manufacturing error robustness , 2019, Computer Methods in Applied Mechanics and Engineering.

[12]  Erik Holmberg,et al.  Stress constrained topology optimization , 2013, Structural and Multidisciplinary Optimization.

[13]  Hyun Gyu Kim,et al.  Stress-constrained shape and topology optimization with the level set method using trimmed hexahedral meshes , 2020 .

[14]  SigmundOle,et al.  On projection methods, convergence and robust formulations in topology optimization , 2011 .

[15]  B. Lazarov,et al.  Parallel framework for topology optimization using the method of moving asymptotes , 2013 .

[16]  Gil Ho Yoon,et al.  A newly developed qp-relaxation method for element connectivity parameterization to achieve stress-based topology optimization for geometrically nonlinear structures , 2013 .

[17]  Carl-Johan Thore,et al.  Game theory approach to robust topology optimization with uncertain loading , 2017 .

[18]  Graeme J. Kennedy,et al.  High-Resolution Topology Optimization with Stress and Natural Frequency Constraints , 2019, AIAA Journal.

[19]  Eduardo Lenz Cardoso,et al.  Comparison of robust, reliability-based and non-probabilistic topology optimization under uncertain loads and stress constraints , 2020 .

[20]  Eduardo Alberto Fancello,et al.  Topology optimization for minimum mass design considering local failure constraints and contact boundary conditions , 2006 .

[21]  Daniel A. Tortorelli,et al.  Adaptive mesh refinement in stress-constrained topology optimization , 2018, Structural and Multidisciplinary Optimization.

[22]  E. Fancello,et al.  A level set approach for topology optimization with local stress constraints , 2014 .

[23]  O. Sigmund,et al.  Topology optimization approaches , 2013, Structural and Multidisciplinary Optimization.

[24]  Erik Andreassen,et al.  On filter boundary conditions in topology optimization , 2017 .

[25]  Emílio Carlos Nelli Silva,et al.  Stress-constrained level set topology optimization for design-dependent pressure load problems , 2019, Computer Methods in Applied Mechanics and Engineering.

[26]  K. Maute,et al.  Stress-based topology optimization using spatial gradient stabilized XFEM , 2017 .

[27]  Ole Sigmund,et al.  Giga-voxel computational morphogenesis for structural design , 2017, Nature.

[28]  André T. Beck,et al.  A comparison of deterministic‚ reliability-based and risk-based structural optimization under uncertainty , 2012 .

[29]  Zhan Kang,et al.  Wrinkle-free design of thin membrane structures using stress-based topology optimization , 2017 .

[30]  E. L. Cardoso,et al.  Stress-based topology optimization of continuum structures under uncertainties , 2017 .

[31]  J. T. Pereira,et al.  Topology optimization of continuum structures with material failure constraints , 2004 .

[32]  G. Cheng,et al.  ε-relaxed approach in structural topology optimization , 1997 .

[33]  Robert E. Melchers,et al.  Structural Reliability: Analysis and Prediction , 1987 .

[34]  Emílio Carlos Nelli Silva,et al.  Stress-constrained level set topology optimization for compliant mechanisms , 2020 .

[35]  P. Duysinx,et al.  Topology optimization for minimum weight with compliance and stress constraints , 2012 .

[36]  Matteo Bruggi,et al.  Topology optimization with mixed finite elements on regular grids , 2016 .

[37]  Carl-Johan Thore,et al.  A general framework for robust topology optimization under load-uncertainty including stress constraints , 2017 .

[38]  O. Sigmund Morphology-based black and white filters for topology optimization , 2007 .

[39]  K. Bathe Finite Element Procedures , 1995 .

[40]  Bernhard Sendhoff,et al.  Robust Optimization - A Comprehensive Survey , 2007 .

[41]  Ole Sigmund,et al.  New Developments in Handling Stress Constraints in Optimal Material Distributions , 1998 .

[42]  Julián A. Norato,et al.  Stress-based topology optimization for continua , 2010 .

[43]  O. Sigmund,et al.  Filters in topology optimization based on Helmholtz‐type differential equations , 2011 .

[44]  Henrik Svärd,et al.  Interior value extrapolation: a new method for stress evaluation during topology optimization , 2015 .

[45]  M. Bendsøe,et al.  Topology optimization of continuum structures with local stress constraints , 1998 .

[46]  Matteo Bruggi,et al.  Topology optimization for microstructural design under stress constraints , 2018, Structural and Multidisciplinary Optimization.

[47]  Boyan Stefanov Lazarov,et al.  Topology optimization using PETSc: An easy-to-use, fully parallel, open source topology optimization framework , 2015 .

[48]  M. Bendsøe,et al.  Topology Optimization: "Theory, Methods, And Applications" , 2011 .

[49]  Eduardo Lenz Cardoso,et al.  On the influence of local and global stress constraint and filtering radius on the design of hinge-free compliant mechanisms , 2018 .

[50]  Kurt Maute,et al.  CutFEM topology optimization of 3D laminar incompressible flow problems , 2017, ArXiv.

[51]  Xiaoping Qian,et al.  Heaviside projection–based aggregation in stress‐constrained topology optimization , 2018 .

[52]  Xu Guo,et al.  Stress-related Topology Optimization via Level Set Approach , 2011 .

[53]  Ole Sigmund,et al.  Creating geometrically robust designs for highly sensitive problems using topology optimization , 2015 .

[54]  Ole Sigmund,et al.  Large scale three-dimensional topology optimisation of heat sinks cooled by natural convection , 2015, ArXiv.

[55]  Ole Sigmund,et al.  Manufacturing tolerant topology optimization , 2009 .

[56]  K. Svanberg The method of moving asymptotes—a new method for structural optimization , 1987 .

[57]  André Jacomel Torii,et al.  Reliability‐based topology optimization of structures under stress constraints , 2018 .

[58]  E. Fancello,et al.  Topology optimization with local stress constraint based on level set evolution via reaction–diffusion , 2016 .

[59]  José Mario Martínez,et al.  Practical augmented Lagrangian methods for constrained optimization , 2014, Fundamentals of algorithms.

[60]  Ole Sigmund,et al.  Stress-constrained topology optimization considering uniform manufacturing uncertainties , 2019 .

[61]  James K. Guest,et al.  Achieving minimum length scale in topology optimization using nodal design variables and projection functions , 2004 .