• DocumentCode
    2135220
  • Title

    Robust design of microgyroscope using tolerance analysis

  • Author

    Zhou, Hao ; Su, Wei ; Liu, Xian Xue ; Tang, Hai Lin

  • Author_Institution
    Inst. of Electron. Eng., China Acad. of Eng. Phys., Mianyang, China
  • fYear
    2010
  • fDate
    1-4 Nov. 2010
  • Firstpage
    174
  • Lastpage
    177
  • Abstract
    A robust design method applied to microgyroscope is presented which is of automation, efficiency and accuracy. The design target is to maximize the microgyroscope performance, within minimum variation of performance due to uncertainties caused by fabricating errors. Analysis of the tolerance is used to calculate the nominal value and the transmitted variation of the objective function, and the genetic algorithm with advantage of global optimization is employed for the optimal process. Compared with stochastic optimization and sensitivity analysis investigated in previous studies, proposed method in this paper can reach more accurate results with lower computational cost. Robustness analyses of optimization and robustness show robust optimum is less sensitive to errors than deterministic optimization. Also, Monte Carlo simulation is performed to check yield of robust design, and the result indicates 90% of samples are acceptable, whereas, only 50% in the deterministic optimization.
  • Keywords
    Monte Carlo methods; genetic algorithms; gyroscopes; micromachining; micromechanical devices; sensitivity analysis; stochastic processes; tolerance analysis; Monte Carlo simulation; computational cost; fabricating errors; genetic algorithm; microgyroscope performance; optimal process; robust design; sensitivity analysis; stochastic optimization; tolerance analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Sensors, 2010 IEEE
  • Conference_Location
    Kona, HI
  • ISSN
    1930-0395
  • Print_ISBN
    978-1-4244-8170-5
  • Electronic_ISBN
    1930-0395
  • Type

    conf

  • DOI
    10.1109/ICSENS.2010.5690686
  • Filename
    5690686