A New Sensitivity-Based Reliability Calculation Algorithm in the Optimal Design of Electromagnetic Devices

被引：7

作者：

Ren, Ziyan ^{[1
]}

Zhang, Dianhai ^{[1
]}

Koh, Chang Seop ^{[1
]}

机构：

[1] Chungbuk Natl Univ, Coll Elect & Comp Engn, Cheongju, South Korea

来源：

JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY | 2013年 / 8卷 / 02期

关键词：

Design sensitivity analysis; Finite element method; First-order reliability method; Monte Carlo simulation; Reliability index approach; OPTIMIZATION; METHODOLOGY;

D O I：

10.5370/JEET.2013.8.2.331

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

A new reliability calculation method is proposed based on design sensitivity analysis by the finite element method for nonlinear performance constraints in the optimal design of electromagnetic devices. In the proposed method, the reliability of a given design is calculated by using the Monte Carlo simulation (MCS) method after approximating a constraint function to a linear one in the confidence interval with the help of its sensitivity information. The validity and numerical efficiency of the proposed sensitivity-assisted MCS method are investigated by comparing its numerical results with those obtained by using the conventional MCS method and the first-order reliability method for analytic functions and the TEAM Workshop Problem 22.

引用

页码：331 / 338

页数：8

共 50 条

[1] Sensitivity-based optimal reliability design of AC/UHVDC systems
Wu, Zhengyang
Li, Shenghu
Zhang, Hao
Jiang, Yitian
Li, Zhuopeng
[J]. IET GENERATION TRANSMISSION & DISTRIBUTION, 2019, 13 (03) : 356 - 367
[2] Sensitivity-based optimal shape design of induction-heating devices
Di Barba, Paolo
Dughiero, Fabrizio
Forzan, Michele
Sieni, Elisabetta
[J]. IET SCIENCE MEASUREMENT & TECHNOLOGY, 2015, 9 (05) : 579 - 586
[3] Reliability sensitivity-based correlation coefficient calculation in structural reliability analysis
Zhou Yang
Yimin Zhang
Xufang Zhang
Xianzhen Huang
[J]. Chinese Journal of Mechanical Engineering, 2012, 25 : 608 - 614
[4] Reliability Sensitivity-based Correlation Coefficient Calculation in Structural Reliability Analysis
Yang Zhou
Zhang Yimin
Zhang Xufang
Huang Xianzhen
[J]. CHINESE JOURNAL OF MECHANICAL ENGINEERING, 2012, 25 (03) : 608 - 614
[5] A New Reliability Analysis Algorithm With Insufficient Uncertainty Data for Optimal Robust Design of Electromagnetic Devices
Ren, Ziyan
Cho, Hyunjin
Yeon, Junmo
Koh, Chang-Seop
[J]. IEEE TRANSACTIONS ON MAGNETICS, 2015, 51 (03)
[6] Reliability Sensitivity-based Correlation Coefficient Calculation in Structural Reliability Analysis
YANG ZhouZHANG YiminZHANG Xufangand HUANG Xianzhen School of Mechanical Engineering AutomationNortheastern UniversityShenyang China
[J]. Chinese Journal of Mechanical Engineering, 2012, 25 (03) : 608 - 614
[7] Reliability Sensitivity-based Correlation Coefficient Calculation in Structural Reliability Analysis
YANG Zhou
[J]. Chinese Journal of Mechanical Engineering, 2012, (03) : 608 - 614
[8] A New Reliability Calculation Algorithm Based on Sensitivity Analysis and its Application to Reliability-Based Robust Global Optimization of Electromagnetic Device with Uncertain Design Variables
Ren, Ziyan
Zhang, Dianhai
Pham, Minh-Trien
Koh, Chang-Seop
[J]. APPLIED ELECTROMAGNETIC ENGINEERING FOR MAGNETIC, SUPERCONDUCTING AND NANO MATERIALS, 2012, 721 : 165 - 170
[9] Trajectory Sensitivity-Based Emergency Load Shedding Optimal Algorithm
Xu, Xin
Zhang, Hengxu
Chai, Yun
Shi, Fang
Li, Zhaowei
Li, Wei
[J]. 2015 5TH INTERNATIONAL CONFERENCE ON ELECTRIC UTILITY DEREGULATION AND RESTRUCTURING AND POWER TECHNOLOGIES (DRPT 2015), 2015, : 1368 - 1372
[10] Investigation of reliability analysis algorithms for effective reliability-based optimal design of electromagnetic devices
Ren, Ziyan
Zhang, Dianhai
Koh, Chang-Seop
[J]. IET SCIENCE MEASUREMENT & TECHNOLOGY, 2016, 10 (01) : 44 - 49

← 1 2 3 4 5 →