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
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;
Journal_Title :
Magnetics, IEEE Transactions on
DOI :
10.1109/TMAG.2013.2283601