• DocumentCode
    7436
  • Title

    Composite First-Order Reliability Method for Efficient Reliability-Based Optimization of Electromagnetic Design Problems

  • Author

    Dong-Wook Kim ; Nak-Sun Choi ; Chang-Uk Lee ; Dong-Hun Kim

  • Author_Institution
    Dept. of Electr. Eng., Kyungpook Nat. Univ., Daegu, South Korea
  • Volume
    50
  • Issue
    2
  • fYear
    2014
  • fDate
    Feb. 2014
  • Firstpage
    681
  • Lastpage
    684
  • Abstract
    This paper proposes a composite first-order reliability analysis method to effectively perform the reliability-based optimization of electromagnetic (EM) design problems. The proposed method utilizes both of two different ways, reliability index approach (RIA) and performance measure approach (PMA), for reliability analysis of probabilistic constraints. However, each performs a distinct function: the first merely checks the feasibility status of probabilistic constrains, and the second evaluates the failure probability of only active constraints selected from the feasibility identification. Such a unique scheme can substantially enhance computational efficiency during optimization process. The proposed method is applied to two EM design problems, and its numerical efficiency and accuracy are examined by comparison with existing methods.
  • Keywords
    electromagnetic devices; optimisation; probability; reliability; PMA; RIA; active constraints; composite first-order reliability; computational efficiency; distinct function; electromagnetic design problems; feasibility identification; performance measure approach; probabilistic constrains; probabilistic constraints; reliability index approach; reliability-based optimization; Indexes; Loudspeakers; Optimization; Probabilistic logic; Reliability engineering; Superconducting magnetic energy storage; Electromagnetics; optimization; reliability theory; sensitivity analysis;
  • fLanguage
    English
  • Journal_Title
    Magnetics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9464
  • Type

    jour

  • DOI
    10.1109/TMAG.2013.2283601
  • Filename
    6749024