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
Link To Document