An Improved Model Predictive Torque Control for PMSM Drives Based on Discrete Space Vector Modulation

被引:11
|
作者
Zhang, Wei [1 ]
Yang, Yong [1 ]
Fan, Mingdi [1 ]
He, Liqun [1 ]
Ji, Aiming [1 ]
Xiao, Yang [1 ]
Wen, Huiqing [2 ]
Zhang, Xinan [3 ]
Yang, Tao [4 ]
Mekhilef, Saad [5 ]
Rodriguez, Jose [6 ]
机构
[1] Soochow Univ, Sch Rail Transportat, Suzhou 215131, Peoples R China
[2] Xian Jiaotong Liverpool Univ, Elect & Elect Dept, Suzhou 215123, Peoples R China
[3] Univ Western Australia, Dept Elect Elect & Comp Engn, Perth, WA 6009, Australia
[4] Univ Nottingham, Power Elect Machines & Control Grp, Nottingham NG7, England
[5] Swinburne Univ Technol, Fac Sci Engn & Technol, Sch Software & Elect Engn, Victoria, Vic 3122, Australia
[6] Univ San Sebastian Santiago, Fac Engn, Santiago 8370146, Chile
基金
中国国家自然科学基金;
关键词
Discrete space vector modulation (DSVM); model predictive torque control (MPTC); permanent magnet synchronous motor (PMSM); MAGNET SYNCHRONOUS MOTOR; FLUX CONTROL; RIPPLE; MINIMIZATION; ALGORITHM;
D O I
10.1109/TPEL.2023.3257399
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
In this article, an improved model predictive torque control (MPTC) method based on discrete space vector modulation (DSVM) is proposed for permanent magnet synchronous motor (PMSM) drives. Aiming at solving the two problems of large torque ripples and high computational complexity in conventional MPTC, the proposed method adopts a second optimization and a new simplified search strategy. The key idea of second optimization is to make the output voltage vector closer to the actual optimal solution. In this case, a more suitable voltage vector is applied in each sampling period. The simplified search strategy reduces the calculation time by cutting down the number of candidate voltage vectors without affecting drives performance. Compared to the conventional MPTC without DSVM and with DSVM, the proposed method can produce superior steady-state performance and lower computational complexity. Simulation and experimental results are presented to validate the effectiveness and feasibility of the proposed method.
引用
收藏
页码:7535 / 7545
页数:11
相关论文
共 50 条
  • [22] An improved four-vector model for predictive current control used for PMSM drives
    North China University of Technology, China
    PCIM Asia - Int. Exhib. Conf. Power Electron., Intell. Motion, Renew. Energy Energy Manag., Conf. Proc., 1600, (122-127):
  • [23] Improved Modulated Model Predictive Control Technique for PMSM Drives Using the Vector Projection
    Huang, Zhen
    Wei, Qiang
    Zhu, Rui
    Xia, Yonghong
    IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2024, 19 (04) : 567 - 575
  • [24] A Three-Vector-Based Model Predictive Flux Control for PMSM Drives
    Yanping Xu
    Miaomiao Hu
    Zhongqiao Yan
    Yanping Zhang
    Hao Ma
    Journal of Electrical Engineering & Technology, 2021, 16 : 2673 - 2684
  • [25] A Three-Vector-Based Model Predictive Flux Control for PMSM Drives
    Xu, Yanping
    Hu, Miaomiao
    Yan, Zhongqiao
    Zhang, Yanping
    Ma, Hao
    JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2021, 16 (05) : 2673 - 2684
  • [26] Novel direct torque control of PMSM based on expected voltage space vector modulation
    Chen, Zhen
    Liu, Xiang-Dong
    Dai, Ya-Ping
    Huang, Yi
    Dianji yu Kongzhi Xuebao/Electric Machines and Control, 2009, 13 (01): : 40 - 46
  • [27] An extended and improved discrete space vector modulation direct torque control for induction motors
    Keyhani, HR
    Zolghadri, MR
    Homaifar, A
    PESC 04: 2004 IEEE 35TH ANNUAL POWER ELECTRONICS SPECIALISTS CONFERENCE, VOLS 1-6, CONFERENCE PROCEEDINGS, 2004, : 3414 - 3420
  • [28] An Improved Two-Vector Model Predictive Torque Control based on RMS Duty Ratio Optimization for PMSM
    Ma, Chenwei
    Yao, Xuliang
    Li, Huayu
    De Belie, Frederik
    2019 IEEE INTERNATIONAL ELECTRIC MACHINES & DRIVES CONFERENCE (IEMDC), 2019, : 1674 - 1679
  • [29] Model-Free Predictive Current Control of PMSM Drives Based on Variable Sequence Space Vector Modulation Using an Ultra-Local Model
    Zhao, Jiqian
    Zhang, Yongchang
    Wang, Xing
    IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION, 2024, 10 (02): : 3518 - 3528
  • [30] A Wide-Speed Range Three-Vector-Based Model Predictive Flux Control With Improved Predictive Model for PMSM Drives
    Xu, Yanping
    Zhang, Yanping
    Gao, Qiang
    Yin, Zhonggang
    IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION, 2024, 10 (02): : 2689 - 2700