Design and Multiobjective Optimization of Dual-Circulation Cooling System Considering Electro-Thermal Coupling for IPMSM

被引:9
作者
Liu, Feng [1 ]
Wang, Xiuhe [1 ]
机构
[1] Shandong Univ, Sch Elect Engn, Jinan 250061, Peoples R China
基金
中国国家自然科学基金;
关键词
Dual-circulation cooling system; electro-thermal coupling; interior permanent magnet synchronous motors (IPMSMs); multiobjective optimization; MACHINE; MOTORS;
D O I
10.1109/TTE.2022.3224795
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
Benefiting from high power density, high reliability, and wide speed range, interior permanent magnet synchronous motors (IPMSMs) have received unprecedented attention. However, due to torque ripple and heat dissipation difficulties caused by the compact structure, the development of IPMSM is not smooth in high-end applications such as electric vehicles. In this article, a dual-circulation cooling system consisting of an external housing water-cooling cycle and an internal rotor-stator air-cooling cycle based on improved magnetic circuit design is innovatively proposed. While the electromagnetic characteristics are substantially improved, the temperature rise problem is also significantly suppressed and weakened. Furthermore, to further optimize multiphysics performance for the IPMSM equipped with this system, an improved multiobjective optimization model considering electro-thermal coupling is studied. Optimization effect is greatly improved by the flexible application of segmented orthogonal experiments, correlation/interaction analysis, and intelligent surrogate model/advanced algorithm. Computational fluid dynamics (CFD) and finite element analysis (FEA) highlight the advantages of proposed dual-circulation cooling system and improved optimization model. Their design rationality, effectiveness, and engineering practicability have been well verified through a series of comparative analyses.
引用
收藏
页码:3072 / 3084
页数:13
相关论文
共 22 条
  • [1] On the importance of the Pearson correlation coefficient in noise reduction
    Benesty, Jacob
    Chen, Jingdong
    Huang, Yiteng
    [J]. IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2008, 16 (04): : 757 - 765
  • [2] The Study of Cooling Enhancement in Axial Flux Permanent Magnet Motors for Electric Vehicles
    Bi, Yunlong
    Chai, Feng
    Chen, Lei
    [J]. IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2021, 57 (05) : 4831 - 4839
  • [3] Comparative Study of Surface-Mounted and Interior Permanent-Magnet Motors for High-Speed Applications
    Dong, Jianning
    Huang, Yunkai
    Jin, Long
    Lin, Heyun
    [J]. IEEE TRANSACTIONS ON APPLIED SUPERCONDUCTIVITY, 2016, 26 (04)
  • [4] Comparative Thermal Analysis of IPMSMs With Integral-Slot Distributed-Winding (ISDW) and Fractional-Slot Concentrated-Winding (FSCW) for Electric Vehicle Application
    Fan, Xinggang
    Zhang, Bin
    Qu, Ronghai
    Li, Dawei
    Li, Jian
    Huo, Yongsheng
    [J]. IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2019, 55 (04) : 3577 - 3588
  • [5] Feng Liu, 2021, CES Transactions on Electrical Machines and Systems, V5, P291, DOI 10.30941/CESTEMS.2021.00034
  • [6] Torque Analysis in Permanent-Magnet Synchronous Motors: A Comparative Study
    Guemes, J. A.
    Iraolagoitia, A. M.
    Del Hoyo, J. I.
    Fernandez, P.
    [J]. IEEE TRANSACTIONS ON ENERGY CONVERSION, 2011, 26 (01) : 55 - 63
  • [7] Improved Fuzzy-Based Taguchi Method for Multi-Objective Optimization of Direct-Drive Permanent Magnet Synchronous Motors
    Guo, Youquan
    Si, Jikai
    Gao, Caixia
    Feng, Haichao
    Gan, Chun
    [J]. IEEE TRANSACTIONS ON MAGNETICS, 2019, 55 (06)
  • [8] Thermal Models and Electrical Machine Performance Improvement Using Encapsulation Material
    Li, Haodong
    Klontz, Keith W.
    Ferrell, Victor E.
    Barber, Daniel
    [J]. IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2017, 53 (02) : 1063 - 1069
  • [9] Water Jacket and Slot Optimization of a Water-Cooling Permanent Magnet Synchronous In-Wheel Motor
    Liang, Peixin
    Chai, Feng
    Shen, Ke
    Liu, Weiguo
    [J]. IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2021, 57 (03) : 2431 - 2439
  • [10] Experimental Investigation of Oil Jet Cooling in Electrical Machines With Hairpin Windings
    Liu, Chuan
    Xu, Zeyuan
    Gerada, David
    Zhang, Fengyu
    Chong, Yew Chuan
    Michon, Melanie
    Goss, James
    Gerada, Chris
    Zhang, He
    [J]. IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION, 2023, 9 (01) : 598 - 608