DocumentCode
41083
Title
Sequential Design Method for Geometric Optimization of an Electrothermal Microactuator Based on Dynamic Kriging Models
Author
Nak-Sun Choi ; Dong-Wook Kim ; Choi, Kyung K. ; Dong-Hun Kim
Author_Institution
Dept. of Electr. Eng., Kyungpook Nat. Univ., Daegu, South Korea
Volume
51
Issue
3
fYear
2015
fDate
Mar-15
Firstpage
1
Lastpage
4
Abstract
This paper proposes a sequential optimization methodology for designing an electrothermal polysilicon actuator in the presence of a fabrication tolerance. In the proposed method, a deterministic optimum is first sought from an initial design, and then a reliability-based robust design is obtained launching at the deterministic point. This serial design strategy can enhance numerical efficiency through minimizing the use of computationally expensive reliability-based design optimization. To effectively perform the robust design of very complex multiphysics problems, elaborate surrogate models based on the local window concept are exploited comprehensively. The proposed method is applied to an electrothermal polysilicon actuator with seven design random variables, and then three different nominal designs are examined in terms of maximum deflection, consumed power, and confidence level.
Keywords
elemental semiconductors; geometry; microactuators; minimisation; numerical analysis; reliability; silicon; statistical analysis; Si; computationally expensive reliability-based design optimization; dynamic kriging model; electrothermal microactuator; electrothermal polysilicon actuator; geometric optimization; local window concept; multiphysics problem; numerical efficiency enhancement; power consumption; sequential optimization methodology; surrogate model; Microactuators; Numerical models; Optimization; Probabilistic logic; Reliability; Sensitivity; Electromagnetics; microarchitectures; optimization; probability; robustness;
fLanguage
English
Journal_Title
Magnetics, IEEE Transactions on
Publisher
ieee
ISSN
0018-9464
Type
jour
DOI
10.1109/TMAG.2014.2359681
Filename
7093484
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