A Novel 3-D Analytical Modeling Method of Trapezoidal Shape Permanent Magnet Halbach Array for Multi-objective Optimization

被引：12

作者：

Duan, Jiaheng ^{[1
]}

Xiao, Song ^{[1
]}

Zhang, Kunlun ^{[1
,2
]}

Jing, Yongzhi ^{[1
,2
]}

机构：

[1] Southwest Jiaotong Univ, Sch Elect Engn, Chengdu, Sichuan, Peoples R China

[2] Minist Educ, Key Lab Magnet Suspens Technol & Maglev Vehicle, Chengdu, Sichuan, Peoples R China

来源：

JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY | 2019年 / 14卷 / 02期

基金：

中国国家自然科学基金;

关键词：

Analytical method; Halbach array; Kriging surrogate model; Permanent magnet; OPTIMAL-DESIGN; ALGORITHM; MOTOR; SERVO;

D O I：

10.1007/s42835-019-00109-w

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：

In this paper, a novel three-dimension magnetic flux density analytical model of linear permanent magnet (PM) Halbach arrays with trapezoidal shape PMs, is established based on the theory of magnetic charge. The proposed analytical model is numerically efficient and can be utilized to evaluate the effects on motor performance caused by varying their configurations. Furthermore, the configurations of PMs for both single and double-sided structures are optimized exploiting a surrogate model assisted by a multi-objective optimization algorithm, where the surrogated model is constructed by the kriging method with expected improvement utility function. The validity and accuracy of this proposed analytical model is verified via finite element modeling, the optimization results with different schemes of weight distribution show the further improvement of magnetic flux density distribution.

引用

页码：635 / 643

页数：9

共 13 条

[1] 3D ANALYTICAL CALCULATION OF THE FORCES EXERTED BETWEEN 2 CUBOIDAL MAGNETS [J].

AKOUN, G ;

YONNET, JP .

IEEE TRANSACTIONS ON MAGNETICS, 1984, 20 (05) :1962-1964

[2] Direct 3-D method for performance prediction of a linear moving coil actuator with various topologies [J].

Compter, JC ;

Lomonova, EA ;

Makarovic, J .

IEE PROCEEDINGS-SCIENCE MEASUREMENT AND TECHNOLOGY, 2003, 150 (04) :183-191

[3]

Di Barba, 2009, MULTI OBJECTIVE SHAP, P63

[4] Comparison of two types of PM linear synchronous servo and miniature motor with air-cored film coil [J].

Jang, SM ;

Lee, SH .

IEEE TRANSACTIONS ON MAGNETICS, 2002, 38 (05) :3264-3266

[5] Halbach Permanent Magnet Shape Selection for Slotless Tubular Actuators [J].

Meessen, Keen J. ;

Gysen, Bart L. J. ;

Paulides, Johannes J. H. ;

Lomonova, Elena A. .

IEEE TRANSACTIONS ON MAGNETICS, 2008, 44 (11) :4305-4308

[6] Source Field Modeling in Air Using Magnetic Charge Sheets [J].

Paul, Subhra ;

Bobba, Dheeraj ;

Paudel, Nirmal ;

Bird, Jonathan Z. .

IEEE TRANSACTIONS ON MAGNETICS, 2012, 48 (11) :3879-3882

[7] A New Sensitivity-Based Reliability Calculation Algorithm in the Optimal Design of Electromagnetic Devices [J].

Ren, Ziyan ;

Zhang, Dianhai ;

Koh, Chang Seop .

JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2013, 8 (02) :331-338

[8] An Adaptive Optimization Algorithm Based on Kriging Interpolation with Spherical Model and its Application to Optimal Design of Switched Reluctance Motor [J].

Xia, Bin ;

Ren, Ziyan ;

Zhang, Yanli ;

Koh, Chang-Seop .

JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2014, 9 (05) :1544-1550

[9] Adaptive Weighted Expected Improvement With Rewards Approach in Kriging Assisted Electromagnetic Design [J].

Xiao, Song ;

Rotaru, Mihai ;

Sykulski, Jan K. .

IEEE TRANSACTIONS ON MAGNETICS, 2013, 49 (05) :2057-2060

[10] Exploration versus exploitation using kriging surrogate modelling in electromagnetic design [J].

Xiao, Song ;

Rotaru, Mihai ;

Sykulski, Jan K. .

COMPEL-THE INTERNATIONAL JOURNAL FOR COMPUTATION AND MATHEMATICS IN ELECTRICAL AND ELECTRONIC ENGINEERING, 2012, 31 (05) :1541-1551

← 1 2 →