OPTIMIZATION BASED ON PARAMETER MOMENTS ESTIMATION FOR ROBUST DESIGN

被引:0
|
作者
Picheral, Laura [1 ]
Hadj-Hamou, Khaled [1 ]
Remy, Ghislain [2 ,3 ]
Bigeon, Jean [1 ]
机构
[1] Grenoble INP UJF, G SCOP CNRS UMR 5272, F-38000 Grenoble, France
[2] Univ Paris 06, F-91192 Gif Sur Yvette, France
[3] CNRS UMR 8507, LGEP SPEE Labs, F-91192 Gif Sur Yvette, France
关键词
Robustness; Design optimization; Statistical analysis; Analytical model; DIMENSION-REDUCTION METHOD;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper deals with robust design based on analytical models. We consider that variability on design parameters are represented by the parameter Mean and Standard Deviation. We propose in this article a new robust design approach that allows the designer either to find a robust solution in a reasonable execution time or to be informed of the nonexistence of a robust solution for his design problem. The process combines a reformulation of the model to integrate parameter uncertainties and a deterministic optimization algorithm with new specifications based on robust objectives. The engineering application of an electrical actuator design is presented and used to show the implementation and the effectiveness of this new robust approach.
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页数:4
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