Practical fuzzy finite element analysis of structures

被引:74
作者
Akpan, UO
Koko, TS
Orisamolu, IR
Gallant, BK
机构
[1] Martec Ltd, Res & Emerging Technol Dept, Halifax, NS B3J 3J8, Canada
[2] United Technol Res Ctr, Struct Integr Grp, Dept Mat & Struct, E Hartford, CT 06108 USA
关键词
fuzzy analysis; finite element; response surface; combinatorial optimization;
D O I
10.1016/S0168-874X(01)00052-X
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
A practical approach for analyzing the response of structures with fuzzy parameters is developed. The methodology involves integrated finite element modelling, response surface analysis and fuzzy analysis. The uncertainties in the material, loading and structural properties are represented using convex normal fuzzy sets. Vertex solution methodology that is based on alpha -cut representation is used for the fuzzy analysis. Response surface methodology is used to approximate the fuzzy finite element response quantity at the normal point. Combinatorial optimization is then performed on the response surface approximate quantity to determine the binary combinations of the fuzzy variables that result in extreme responses at an alpha -level. The true values of the extreme responses at an alpha -level are obtained by applying the binary combinations of the fuzzy variables that result in extreme responses to the finite element model. The merit of the proposed methodology is computational efficiency without compromise on accuracy and this is demonstrated through some example problems. (C) 2001 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:93 / 111
页数:19
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