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
Link To Document :
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