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
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
收藏
页码:2153 / 2156
页数:4
相关论文
共 50 条
  • [31] Design of a Piezoelectric Speaker Driver Based on Fuzzy Theory and Taguchi Method
    Cheng, Po-Jen
    Cheng, Chin-Hsing
    Lin, Sheng-Chie
    2014 INTERNATIONAL SYMPOSIUM ON COMPUTER, CONSUMER AND CONTROL (IS3C 2014), 2014, : 812 - 815
  • [32] DESIGN OPTIMIZATION OF SUBMERSIBLE INDUCTION MOTORS by MULTIOBJECTIVE FUZZY GENETIC ALGORITHM
    Cunkas, Mehmet
    Urkmez, Abdullah
    JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY, 2008, 23 (03): : 645 - 653
  • [33] Multiobjective Evolutionary Algorithm for Designing Fuzzy-Based Missile Guidance Laws
    Omar, Hanafy M.
    Abido, M. A.
    JOURNAL OF AEROSPACE ENGINEERING, 2011, 24 (01) : 89 - 94
  • [34] Multiobjective optimization method for analog circuits design based on fuzzy logic
    Oltean, G
    Miron, C
    Mocean, E
    ICES 2002: 9TH IEEE INTERNATIONAL CONFERENCE ON ELECTRONICS, CIRCUITS AND SYSTEMS, VOLS I-111, CONFERENCE PROCEEDINGS, 2002, : 777 - 780
  • [35] Robust design of a direct-drive PM hub motor by fuzzy-inference taguchi method
    Gaing, Zwe-Lee
    Chiang, Jui-An
    INTERNATIONAL JOURNAL OF APPLIED ELECTROMAGNETICS AND MECHANICS, 2011, 36 (04) : 295 - 307
  • [36] An interactive approach to fuzzy-based robust design
    Fujimoto, H
    Tao, Y
    Yamakawa, S
    MULTI-OBJECTIVE PROGRAMMING AND GOAL PROGRAMMING, 2003, : 317 - 324
  • [37] Design and implementation of fuzzy-based PID controller
    Salami, MJE
    Bulale, YI
    IEEE ICIT' 02: 2002 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY, VOLS I AND II, PROCEEDINGS, 2002, : 220 - 225
  • [38] Research and Design on Fuzzy-based Cluster Model
    Wang Wei
    Xu Lihong
    Zhou Zhangjun
    AASRI CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND BIOINFORMATICS, 2012, 1 : 92 - 99
  • [39] SMED methodology based on fuzzy Taguchi method
    Ekincioglu, Caner
    Boran, Semra
    JOURNAL OF ENTERPRISE INFORMATION MANAGEMENT, 2018, 31 (06) : 867 - 878
  • [40] Fuzzy-Based Fault Diagnosis System for Induction Motors on Smart Grid Structures
    Chang, Hongchan
    Kuo, Chengchien
    Hsueh, Yumin
    Wang, Yiche
    Hsieh, Chengfu
    2017 5TH IEEE INTERNATIONAL CONFERENCE ON SMART ENERGY GRID ENGINEERING (SEGE), 2017, : 103 - 109