An adaptive filter based torque ripple minimization of a fuzzy logic- controller for speed control of a PM synchronous motor

被引:0
|
作者
Uddin, MN [1 ]
机构
[1] Lakehead Univ, Dept Elect Engn, Thunder Bay, ON P7B 5E1, Canada
关键词
torque ripple minimization; IIR filter; permanent magnet synchronous motor; vector control; fuzzy logic control; and speed control;
D O I
暂无
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 an adaptive filter based torque ripple minimization (TRM) of a fuzzy logic controller (FLC) for speed control of an interior permanent magnet synchronous motor (IPMSM) drive. A simple and effective first order digital infinite impulse response (IIR) filter is utilized to reduce the torque ripple introduced by the FLC. The gain of the filter is adapted online based on the magnitude of the torque ripple. The optimal position of the filter in the complete drive is also determined for effective TRM. The various sources of torque pulsations in a practical electric machine drive are described. The main cause of the torque ripple in an FLC is also explained. A simulation model for closed vector control of an FLC based IPMSM drive incorporating the proposed TRM technique is developed in Matlab/Simulink. The effectiveness of the proposed technique is investigated extensively in simulation at different operating conditions. It is found that the performance of the FLC based IPMSM drive is improved significantly with the proposed TRM technique.
引用
收藏
页码:1300 / 1306
页数:7
相关论文
共 50 条
  • [31] The application of fuzzy logic to direct torque control of synchronous motor
    Xie, YJ
    Li, W
    Li, XQ
    ISTM/2005: 6th International Symposium on Test and Measurement, Vols 1-9, Conference Proceedings, 2005, : 1927 - 1930
  • [32] Implementation of Evolutionary Fuzzy PID Speed Controller for PM Synchronous Motor
    Choi, Han Ho
    Yun, Hong Min
    Kim, Yong
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2015, 11 (02) : 540 - 547
  • [33] Modified Direct Torque Control for Permanent Magnet Synchronous Motor Drive Based on Fuzzy Logic Torque Ripple Reduction and Stator Resistance Estimator
    Ameur, A.
    Mokhtari, B.
    Essounbouli, N.
    Nollet, F.
    CONTROL ENGINEERING AND APPLIED INFORMATICS, 2013, 15 (03): : 45 - 52
  • [34] Torque Ripple Minimization in Predictive Torque Control Method of PMSM Drive Using Adaptive Fuzzy Logic Modulator and EKF Estimator
    Benhamida, Islam
    Ameur, Aissa
    Kouzi, Katia
    Gaoui, Bachir
    JOURNAL OF CONTROL AUTOMATION AND ELECTRICAL SYSTEMS, 2019, 30 (06) : 1007 - 1018
  • [35] Torque Ripple Minimization in Predictive Torque Control Method of PMSM Drive Using Adaptive Fuzzy Logic Modulator and EKF Estimator
    Islam Benhamida
    Aissa Ameur
    Katia Kouzi
    Bachir Gaoui
    Journal of Control, Automation and Electrical Systems, 2019, 30 : 1007 - 1018
  • [36] Fuzzy Logic Based Speed Controller for Permanent-Magnet Synchronous Motor Drive
    Maamoun, A.
    Alsayed, Y. M.
    Shaltout, A.
    2013 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION (ICMA), 2013, : 1518 - 1522
  • [37] Direct Torque Control of Induction Motor Based on Space Vector Modulation Using a Fuzzy Logic Speed Controller
    Chikhi, Abdesselem
    JORDAN JOURNAL OF MECHANICAL AND INDUSTRIAL ENGINEERING, 2014, 8 (03): : 169 - 176
  • [38] A Novel Fuzzy-Logic-Controller-Based Torque and Flux Controls of IPM Synchronous Motor
    Uddin, M. Nasir
    Chy, Md. Muminul Islam
    IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2010, 46 (03) : 1220 - 1229
  • [39] Torque ripple suppression of switched reluctance motor by segmented harmonic currents injection based on adaptive fuzzy logic control
    Ma, Mingyao
    Ling, Feng
    Li, Fei
    Liu, Fang
    IET ELECTRIC POWER APPLICATIONS, 2020, 14 (02) : 325 - 335
  • [40] Torque Ripple Reduction of Switched Reluctance Motor by Segmented Harmonic Currents Injection Based on Adaptive Fuzzy Logic Control
    Ling, Feng
    Ma, Mingyao
    Yang, Qingqing
    Li, Fei
    PROCEEDINGS OF THE 2019 14TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA 2019), 2019, : 2429 - 2434