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
  • [41] Design of Fuzzy-Based Autonomous Car Control System
    Widaa, Abdulrahman H. A.
    Talha, Waddah Abdelbagie
    2017 INTERNATIONAL CONFERENCE ON COMMUNICATION, CONTROL, COMPUTING AND ELECTRONICS ENGINEERING (ICCCCEE), 2017,
  • [42] Multiobjective Sequential Design Optimization of PM-SMC Motors for Six Sigma Quality Manufacturing
    Lei, Gang
    Zhu, Jianguo
    Guo, Youguang
    Shao, Keran
    Xu, Wei
    IEEE TRANSACTIONS ON MAGNETICS, 2014, 50 (02) : 717 - 720
  • [43] A Fuzzy-Based Adiantum Cultivation Support System Design
    Nishii, Daisuke
    Sakamoto, Shunsuke
    Ikeda, Makoto
    Barolli, Leonard
    COMPLEX, INTELLIGENT AND SOFTWARE INTENSIVE SYSTEMS, 2021, 1194 : 73 - 82
  • [44] Fuzzy-based intelligent sensors: Modeling, design, application
    Benoit, E
    Dapoigny, R
    Foulloy, L
    ETFA 2001: 8TH IEEE INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES AND FACTORY AUTOMATION, VOL 2, PROCEEDINGS, 2001, : 401 - 407
  • [45] Design and Evaluation of a Fuzzy-Based CPU Scheduling Algorithm
    Kadhim, Shatha J.
    Al-Aubidy, Kasim M.
    INFORMATION PROCESSING AND MANAGEMENT, 2010, 70 : 45 - +
  • [46] Optimisation of product form design using fuzzy integral-based Taguchi method
    Li, Yongfeng
    Zhu, Liping
    JOURNAL OF ENGINEERING DESIGN, 2017, 28 (7-9) : 480 - 504
  • [47] A dynamic fuzzy-based crossover method for genetic algorithms
    Amraii, S. Amirpour
    Ajallooeian, M.
    Lucas, C.
    19TH IEEE INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE, VOL I, PROCEEDINGS, 2007, : 465 - 471
  • [48] A Fuzzy-Based Method for Evaluating the Trustworthiness of Software Processes
    Zhang, Haopeng
    Shu, Fengdi
    Yang, Ye
    Wang, Xu
    Wang, Qing
    NEW MODELING CONCEPTS FOR TODAY'S SOFTWARE PROCESSES, 2010, 6195 : 297 - 308
  • [49] An image segmentation method using fuzzy-based threshold
    Wong, F
    Nagarajan, R
    Yaacob, S
    Chekima, A
    Belkhamza, NE
    ISSPA 2001: SIXTH INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND ITS APPLICATIONS, VOLS 1 AND 2, PROCEEDINGS, 2001, : 144 - 147
  • [50] A Design for PM Vernier Motors
    Kataoka, Yasuhiro
    Matsushima, Yoshitarou
    Anazawa, Yoshihisa
    2018 21ST INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS (ICEMS), 2018, : 87 - 92