Reliability-based topology optimization of trusses with stochastic stiffness

被引:58
作者
Jalalpour, Mehdi [1 ]
Guest, James K. [1 ]
Igusa, Takeru [1 ]
机构
[1] Johns Hopkins Univ, Dept Civil Engn, Baltimore, MD 21218 USA
基金
美国国家科学基金会;
关键词
Topology optimization; Geometric imperfections; Material uncertainties; Manufacturing defects; Perturbations; SYSTEM RELIABILITY; STRUCTURAL OPTIMIZATION; DESIGN; REDUNDANCY; 1ST-ORDER;
D O I
10.1016/j.strusafe.2013.02.003
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
A new method is proposed for reliability-based topology optimization of truss structures with random geometric imperfections and material variability. Such imperfections and variability, which may result from manufacturing processes, are assumed to be small in relation to the truss dimensions and mean material properties and normally distributed. Extensive numerical evidence suggests that the trusses, when optimized in terms of a displacement-based demand metric, are characterized by randomness in the stiffness that follow the Gumbel distribution. Based on this observation, it was possible to derive analytical expressions for the structural reliability, enabling the formulation of a computationally efficient single-loop reliability-based topology optimization algorithm. Response statistics are estimated using a second-order perturbation expansion of the stiffness matrix and design sensitivities are derived so that they can be directly used by gradient-based optimizers. Several examples illustrate the accuracy of the perturbation expressions and the applicability of the method for developing optimal designs that meet target reliabilities. (C) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:41 / 49
页数:9
相关论文
共 45 条
[1]  
Agarwal H, 2004, THESIS U NOTREDAM
[2]  
[Anonymous], 2013, Topology optimization: theory, methods, and applications
[3]  
[Anonymous], COLLECTION TECHNICAL
[4]  
[Anonymous], MATLAB OPT TOOLB VER
[5]   Robust topology optimization of structures with uncertainties in stiffness - Application to truss structures [J].
Asadpoure, Alireza ;
Tootkaboni, Mazdak ;
Guest, James K. .
COMPUTERS & STRUCTURES, 2011, 89 (11-12) :1131-1141
[6]   Level set based robust shape and topology optimization under random field uncertainties [J].
Chen, Shikui ;
Chen, Wei ;
Lee, Sanghoon .
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 2010, 41 (04) :507-524
[7]   First-order approximation methods in reliability-based design optimization [J].
Chiralaksanakul, A ;
Mahadevan, S .
JOURNAL OF MECHANICAL DESIGN, 2005, 127 (05) :851-857
[8]  
Cornell C., 1968, J. Am. Concr. Inst, V66, P974, DOI DOI 10.14359/7446
[9]  
Der Kiureghian A., 1987, J ENG MECH, V113, P12081225
[10]   GENERALIZED 2ND MOMENT RELIABILITY INDEX [J].
DITLEVSEN, O .
JOURNAL OF STRUCTURAL MECHANICS, 1979, 7 (04) :435-451