A Fuzzy-Based Taguchi Method for Multiobjective Design of PM Motors

被引：47

作者：

Hwang, Chang-Chou ^{[1
]}

Chang, Chia-Ming ^{[2
]}

Liu, Cheng-Tsung ^{[3
]}

机构：

[1] Feng Chia Univ, Dept Elect Engn, Taichung 407, Taiwan

[2] Feng Chia Univ, Ph D Program Elect & Commun Engn, Taichung 407, Taiwan

[3] Natl Sun Yat Sen Univ, Dept Elect Engn, Kaohsiung 804, Taiwan

来源：

IEEE TRANSACTIONS ON MAGNETICS | 2013年 / 49卷 / 05期

关键词：

Efficiency; finite element method; fuzzy-based Taguchi method; multiobjective optimization; torque ripple; TORQUE RIPPLE; ROBUST DESIGN; OPTIMIZATION; REDUCTION;

D O I：

10.1109/TMAG.2013.2242854

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：

This paper describes a design optimization based on the fuzzy-based Taguchi method coupled with finite element analysis (FEA). The proposed approach takes advantage of both the Taguchi method and a fuzzy rule based inference system, which forms a robust and practical methodology in tackling multiobjective optimization problems. The proposed methodology is applied to the optimization design of a surface-mounted permanent magnet (SPM) motor. The experimental results confirm the validity of the proposed method.

引用

页码：2153 / 2156

页数：4

共 13 条

[1] [Anonymous], 2012, FLUX2D US GUID VER 1
[2] Optimization with experimental design: An approach using Taguchi's methodology and finite element simulations
Brisset, S
Gillon, F
Vivier, S
Brochet, P
[J]. IEEE TRANSACTIONS ON MAGNETICS, 2001, 37 (05) : 3530 - 3533
[3] Chen SX, 1998, IEEE T MAGN, V34, P2135, DOI 10.1109/20.706828
[4] Deng Julong, 1989, Journal of Grey Systems, V1, P1
[5] El Amraoui L., 2002, P IEEE INT SYST MAN, V5
[6] Optimization for Reduction of Torque Ripple in an Axial Flux Permanent Magnet Machine
Hwang, Chang-Chou
Li, Ping-Lun
Chuang, Frazier C.
Liu, Cheng-Tsung
Huang, Kyo-Hua
[J]. IEEE TRANSACTIONS ON MAGNETICS, 2009, 45 (03) : 1760 - 1763
[7] Optimal Design of an SPM Motor Using Genetic Algorithms and Taguchi Method
Hwang, Chang-Chou
Lyu, Li-Yang
Liu, Cheng-Tsung
Li, Ping-Lun
[J]. IEEE TRANSACTIONS ON MAGNETICS, 2008, 44 (11) : 4325 - 4328
[8] Optimization for reduction of torque ripple in interior permanent magnet motor by using the Taguchi method
Kim, SI
Leel, JY
Kim, YK
Hong, JP
Hur, Y
Jung, YH
[J]. IEEE TRANSACTIONS ON MAGNETICS, 2005, 41 (05) : 1796 - 1799
[9] Robust torque and torque-per-inertia optimization of a switched reluctance motor using the Taguchi methods
Omekanda, AA
[J]. IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2006, 42 (02) : 473 - 478
[10] Raghu K., 1985, J QUAL TECHNOL, V17, P176

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