• 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