Multi-objective optimization approach to reliability-based robust global optimization of electromagnetic device

被引:4
作者
Ren, Ziyan [1 ,2 ]
Zhang, Dianhai [1 ]
Koh, Chang Seop [2 ]
机构
[1] Shenyang Univ Technol, Sch Elect Engn, Liaoning, Peoples R China
[2] Chungbuk Natl Univ, Coll Elect & Comp Engn, Chungbuk, South Korea
关键词
Uncertainty; Robust optimization; Multi-objective optimization approach; Reliability-based design optimization; SENSITIVITY-ANALYSIS; DESIGN; ALGORITHM;
D O I
10.1108/COMPEL-11-2012-0341
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Purpose - The purpose of this paper is to propose a multi-objective optimization algorithm, which can improve both the performance robustness and the constraint feasibility when the uncertainty in design variables is considered. Design/methodology/approach - Multi-objective robust optimization by gradient index combined with the reliability-based design optimization (RBDO). Findings - It is shown that searching for the optimal design of the TEAM problem 22, which can minimize the magnetic stray field by keeping the target system energy (180 MJ) and improve the feasibility of superconductivity constraint (quenching condition), is possible by using the proposed method. Originality/value - RBDO method applied to the electromagnetic problem cooperated with the design sensitivity analysis by the finite element method.
引用
收藏
页码:191 / 200
页数:10
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