PERMANENT MAGNET SYNCHRONOUS MOTOR DIRECT TORQUE CONTROL WITH ZERO VECTOR BASED ON INTELIGENT METHOD

被引:0
|
作者
Li, Guang-Ye [1 ]
Wan, Jian-Ru [1 ]
Liu, Ying-Pei [1 ]
Hong, Shen [1 ]
Yuan, Chen-Hu [1 ]
机构
[1] Tianjin Univ, Inst Elect & Automat Engn, Tianjin 300072, Peoples R China
来源
PROCEEDINGS OF 2009 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-6 | 2009年
关键词
Permanent Magnet Synchronous Motor (PMSM); Direct Torque Control (DTC); Fuzzy Control; BBF Neural Networks;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
There are many torque ripples in traditional direct torque control (DTC) for permanent magnet synchronous motor(PMSM) drive, which are caused by the error of flux linkage estimation and hysteresis band amplitudes,etc.To solve these problems, a radial basis Function (RBF) neural networks was designed to estimate the stator flux linkage, and fuzzy controller, in which zero-voltage vector is used, was designed to replace the traditional hysteresis controllers. Therefore, intelligence DTC strategy was accomplished. concerted control between flux linkage and torque is realized. The flux linkage error and torque error are classified reasonably by fuzzy controller and electromagnet torque ripples are dramatically reduced. Meanwhile, rapid torque response and strong robustness of direct torque control method are still maintained. The simulation and experiment results have verified the feasibility and effectiveness of this method.
引用
收藏
页码:755 / 760
页数:6
相关论文
共 50 条
  • [31] Torque Control Method of Permanent Magnet Synchronous Motor Based on Lyaponov Theory
    Zhou Jinghua
    Chen Yaai
    Liu Kun
    PROCEEDINGS OF THE 27TH CHINESE CONTROL CONFERENCE, VOL 2, 2008, : 375 - 377
  • [32] Analysis of direct torque control in permanent magnet synchronous motor drives
    Zhong, L
    Rahman, MF
    Hu, WY
    Lim, KW
    IEEE TRANSACTIONS ON POWER ELECTRONICS, 1997, 12 (03) : 528 - 536
  • [33] A Novel Direct Torque Control for Permanent Magnet Synchronous Motor Drive
    Wang, Ran
    Wang, Honghua
    Lu, Tianhang
    Teng, Dehong
    ICEMS 2008: PROCEEDINGS OF THE 11TH INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS, VOLS 1- 8, 2008, : 110 - 114
  • [34] Direct torque control of novel interior permanent magnet synchronous motor
    Information Engineering School, University of Science and Technology Beijing, Beijing 100083, China
    Xitong Fangzhen Xuebao, 2007, 9 (2037-2040): : 2037 - 2040
  • [35] A Novel Direct Torque Control Scheme for Permanent Magnet Synchronous Motor
    Liu, YingPei
    ADVANCED RESEARCH ON MATERIAL SCIENCE, ENVIRONMENTAL SCIENCE AND COMPUTER SCIENCE, 2011, 322 : 35 - 38
  • [36] Sensorless operation for direct torque control of permanent magnet synchronous motor
    College of Electrical Engineering, Zhejiang University, Hangzhou 310027, China
    不详
    Zhejiang Daxue Xuebao (Gongxue Ban), 2007, 9 (1592-1597):
  • [37] Direct Torque Control of Hybrid Excitation Permanent Magnet Synchronous Motor
    Xia, Yonghong
    Yi, Xuanxing
    Wen, Zijian
    Chen, Ying
    Zhang, Jingming
    2019 22ND INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS (ICEMS 2019), 2019, : 3021 - 3025
  • [38] Study on the direct torque control of permanent magnet synchronous motor drives
    Sun, D
    Fang, WZ
    He, YK
    ICEMS'2001: PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS, VOLS I AND II, 2001, : 571 - 574
  • [39] Direct Torque Control of a permanent magnet synchronous generator based on space vector modulation
    Hua, Xinyi
    Yang, Jianfei
    Wu, Huaren
    Liu, Jian
    2014 17TH INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS (ICEMS), 2014, : 3520 - 3523
  • [40] Using SVPWM direct torque control for permanent magnet synchronous motor
    Tang, Ao
    Xin, Xiaonan
    PROCEEDINGS OF THE 2016 3RD INTERNATIONAL CONFERENCE ON MATERIALS ENGINEERING, MANUFACTURING TECHNOLOGY AND CONTROL, 2016, 67 : 768 - 771