Multi-Objective Optimal Design of High-Speed Surface-Mounted Permanent Magnet Synchronous Motor for Magnetically Levitated Flywheel Energy Storage System

被引:24
|
作者
Li, Yuanwen [1 ]
Zhu, Changsheng [1 ]
Wu, Lijian [1 ]
Zheng, Yuting [1 ]
机构
[1] Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Zhejiang, Peoples R China
基金
中国国家自然科学基金;
关键词
Ant colony algorithm; finite-element method (FEM); flywheel energy storage; multi-objective optimization; permanent magnet synchronous motor; ANT COLONY OPTIMIZATION; COGGING TORQUE; MACHINE;
D O I
10.1109/TMAG.2019.2906994
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 presents a multi-objective optimized design for a 75 kW, 24 000 r/min high-speed surface-mounted permanent magnet synchronous motor (SMPSM) for a magnetically levitated flywheel energy storage system. The main goal of the optimization process is to determine the optimal motor geometry, and thus obtain maximum efficiency, minimum weight, and minimum torque ripple in the SMPSM. To achieve this goal, three objective functions are used. The first function is used to obtain maximal output torque, and thus produce highest efficiency; the second function is used to minimize materials utilization to realize the lowest possible production cost; and the third function is used to achieve minimal torque ripple, and thus constrain the motor's vibration and noise. The optimization process uses an ant colony algorithm with continuous domains. The optimized motor parameters can be selected from the Pareto solution set obtained. A comparison of the results calculated using the optimization algorithm with the results obtained using finite-element analysis software shows a good agreement.
引用
收藏
页数:8
相关论文
共 50 条
  • [1] Multi-objective optimal design of a surface-mounted and interior permanent magnet synchronous motor
    Si J.-K.
    Zhang L.-F.
    Feng H.-C.
    Xu X.-Z.
    Zhang X.-L.
    Meitan Xuebao, 12 (3167-3173): : 3167 - 3173
  • [2] Multi-objective optimal design of surface-mounted permanent magnet motor using NSGA-II
    Laboratory of Automatics and Informatics of Guelma-LAIG, University of Guelma, Guelma
    24000, Algeria
    不详
    18000, Algeria
    Appl Comput Electromagn Soc J, 5 (519-526):
  • [3] Multi-Objective Optimal Design of Surface-Mounted Permanent Magnet Motor Using NSGA-II
    Mendaci, S.
    Allag, H.
    Mekideche, M. R.
    APPLIED COMPUTATIONAL ELECTROMAGNETICS SOCIETY JOURNAL, 2015, 30 (05): : 519 - 526
  • [4] Design and testing of CFRP sleeve for a high-speed permanent magnet synchronous motor with surface-mounted rotor
    Zhou, Yong
    Tian, Lei
    Gao, Sheng-Hua
    Zhang, Jing-Wei
    Yang, Lin-Ke
    Xie, Rui-Guang
    JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2021, 35 (01) : 221 - 230
  • [5] Design and testing of CFRP sleeve for a high-speed permanent magnet synchronous motor with surface-mounted rotor
    Yong Zhou
    Lei Tian
    Sheng-Hua Gao
    Jing-Wei Zhang
    Lin-Ke Yang
    Rui-Guang Xie
    Journal of Mechanical Science and Technology, 2021, 35 : 221 - 230
  • [6] Multi-objective Rapid Design of a Magnetically Levitated Transverse Flux Permanent Magnet Linear Synchronous Motor
    Ahmed, Salman
    Koseki, Takafumi
    Kim, Houng-Joong
    2018 21ST INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS (ICEMS), 2018, : 1777 - 1782
  • [7] Multi-Physics Comparison of Surface-Mounted and Interior Permanent Magnet Synchronous Motor for High-Speed Applications
    Du, Guanghui
    Li, Niumei
    Zhou, Qixun
    Gao, Wentao
    Wang, Lu
    Pu, Tao
    MACHINES, 2022, 10 (08)
  • [8] Design and FE Analysis of Surface Mounted Permanent Magnet Motor/Generator for High-speed Modular Flywheel Energy Storage Systems
    Upadhyay, Parag
    Mohan, Ned
    2009 IEEE ENERGY CONVERSION CONGRESS AND EXPOSITION, VOLS 1-6, 2009, : 3503 - 3506
  • [9] Multi-objective Optimal Design of Permanent Magnet Synchronous Motor
    Cvetkovski, Goga
    Petkovska, Lidija
    2016 IEEE INTERNATIONAL POWER ELECTRONICS AND MOTION CONTROL CONFERENCE (PEMC), 2016, : 605 - 610
  • [10] Analyze of Permanent Magnet Loss of High Speed Permanent Magnet Synchronous Motor for Flywheel Energy Storage System
    Wang, Geng Ji
    Wang, Ping
    Wang, Xiao Yuan
    2015 IEEE International Conference on Applied Superconductivity and Electromagnetic Devices (ASEMD), 2015, : 549 - 550