Structural Optimization Under Uncertainty

Motivated by its applications in Engineering, since the early’s 70, optimal design of structures has been a very active research topic. Roughly speaking, the structural optimization problem amounts to finding the optimal distribution of material within a design domain such that a certain objective function or mechanical criterion is minimized. To ensure robustness and reliability of the final designs, a number of uncertainties should be accounted for in realistic models. These uncertainties include, among others, manufacturing imperfections, unknown loading conditions and variations of material’s properties.

[1]  Helmut Harbrecht,et al.  Shape Optimization for Quadratic Functionals and States with Random Right-Hand Sides , 2015, SIAM J. Control. Optim..

[2]  Jesús Martínez-Frutos,et al.  Robust shape optimization of continuous structures via the level set method , 2016 .

[3]  Denise Chenais,et al.  On the existence of a solution in a domain identification problem , 1975 .

[4]  Antoine Henrot,et al.  Variation et optimisation de formes , 2005 .

[5]  O. Sigmund,et al.  Robust topology optimization accounting for spatially varying manufacturing errors , 2011 .

[6]  Sang-Hoon Lee,et al.  Level set based robust shape and topology optimization under random field uncertainties , 2010 .

[7]  O. Sigmund,et al.  Topology optimization considering material and geometric uncertainties using stochastic collocation methods , 2012 .

[8]  Ramana V. Grandhi,et al.  Reliability-based Structural Design , 2006 .

[9]  Helmut Harbrecht,et al.  Computing quantities of interest for random domains with second order shape sensitivity analysis , 2015 .

[10]  Kyung K. Choi,et al.  Reliability-based design optimization for crashworthiness of vehicle side impact , 2004 .

[11]  Ramana V. Grandhi,et al.  A survey of structural and multidisciplinary continuum topology optimization: post 2000 , 2014 .

[12]  Santiago Hernández,et al.  The relevance of reliability-based topology optimization in early design stages of aircraft structures , 2017 .

[13]  Xiaoming Wang,et al.  A level set method for structural topology optimization , 2003 .

[14]  Ronald Fedkiw,et al.  Level set methods and dynamic implicit surfaces , 2002, Applied mathematical sciences.

[15]  G. Allaire,et al.  Structural optimization using sensitivity analysis and a level-set method , 2004 .

[16]  J. Sethian,et al.  Fronts propagating with curvature-dependent speed: algorithms based on Hamilton-Jacobi formulations , 1988 .

[17]  J. Zolésio,et al.  Introduction to shape optimization : shape sensitivity analysis , 1992 .

[18]  Manolis Papadrakakis,et al.  Robust seismic design optimization of steel structures , 2007 .

[19]  Martin Rumpf,et al.  Risk Averse Shape Optimization , 2011, SIAM J. Control. Optim..

[20]  Peter D. Dunning,et al.  Robust Topology Optimization: Minimization of Expected and Variance of Compliance , 2013 .

[21]  J. Cea Conception optimale ou identification de formes, calcul rapide de la dérivée directionnelle de la fonction coût , 1986 .

[22]  Jesús Martínez-Frutos,et al.  Risk-averse structural topology optimization under random fields using stochastic expansion methods , 2018 .

[23]  Antoine Henrot,et al.  Variation et optimisation de formes : une analyse géométrique , 2005 .

[24]  Antoine Laurain,et al.  A level set-based structural optimization code using FEniCS , 2018 .