Current Prediction Error Reduction Method of Predictive Current Control for Permanent Magnet Synchronous Motors

被引:6
|
作者
Niu, Feng [1 ]
Wang, Xiaoxiao [1 ]
Huang, Shaopo [1 ]
Huang, Xiaoyan [2 ]
Wu, Lijian [2 ]
Li, Kui [1 ]
Fang, Youtong [2 ]
机构
[1] Hebei Univ Technol, State Key Lab Reliabil & Intelligence Elect Equip, Tianjin 300401, Peoples R China
[2] Zhejiang Univ, Coll Elect Engn, Hangzhou 310058, Peoples R China
来源
IEEE ACCESS | 2020年 / 8卷 / 08期
基金
中国国家自然科学基金;
关键词
Current prediction error reduction; online inductance correction; permanent magnet synchronous motor (PMSM); predictive current control (PCC); FINITE-CONTROL-SET; DIRECT TORQUE CONTROL; WEIGHTING FACTOR; MODEL; OBSERVER; SPEED;
D O I
10.1109/ACCESS.2020.3006132
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Predictive current control (PCC) has been widely investigated in motor drive field. The PCC is a model-based control method and the motor prediction model is quite sensitive to motor parameters which may be inaccurately measured and change under different working conditions. In order to reduce the current prediction error of PCC caused by inductance mismatch, a current prediction error reduction method is proposed for permanent magnet synchronous motor (PMSM) by online inductance correction which is based on the relationship between inductance mismatch and current prediction error. Firstly, a proportional regulator is used to obtain the absolute correction value according to the relationship between inductance error and current prediction error. Secondly, the polarity of correction value is judged according to the fluctuation amplitudes of predicted current and actual current. Finally, an adaptive adjustment method for correction period is proposed to ensure the accuracy of inductance correction value. Experimental tests are carried out to verify the effectiveness of proposed method, and results show that the proposed method can obviously reduce current prediction error and improve control performance in practical applications. In addition, the proposed method is suitable for interior and surface mounted PMSMs.
引用
收藏
页码:124288 / 124296
页数:9
相关论文
共 50 条
  • [1] An Improved Predictive Current Method for Permanent Magnet Synchronous Motors
    Li, Qiong
    Qiang, Xu
    Wu, Ren
    2014 IEEE TRANSPORTATION ELECTRIFICATION CONFERENCE AND EXPO (ITEC) ASIA-PACIFIC 2014, 2014,
  • [2] Model predictive current control scheme for permanent magnet synchronous motors
    Wang, Dongwen
    Li, Chongjian
    Wu, Yao
    Tong, Ningze
    Diangong Jishu Xuebao/Transactions of China Electrotechnical Society, 2014, 29 : 73 - 79
  • [3] An Adaptive Predictive Current Control Technique For Permanent Magnet Synchronous Motors
    Sozer, Yilmaz
    Torrey, David A.
    Mese, Erkan
    2010 IEEE ENERGY CONVERSION CONGRESS AND EXPOSITION, 2010, : 2819 - 2826
  • [4] Adaptive predictive current control technique for permanent magnet synchronous motors
    Sozer, Yilmaz
    Torrey, David A.
    Mese, Erkan
    IET POWER ELECTRONICS, 2013, 6 (01) : 9 - 19
  • [5] Predictive Current Control Strategy of Permanent Magnet Synchronous Motors with High Performance
    Zhang H.
    Fan T.
    Bian Y.
    Wen X.
    Sun H.
    Diangong Jishu Xuebao/Transactions of China Electrotechnical Society, 2022, 37 (17): : 4335 - 4345
  • [6] Robustness Improvement of Predictive Current Control for Permanent-Magnet Synchronous Motors
    Wang, Shuang
    Hu, Yayuan
    Zhao, Jianfei
    Zhang, Yuanyuan
    IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN POWER ELECTRONICS, 2022, 10 (02) : 1619 - 1626
  • [7] Current Control of Permanent Magnet Synchronous Motors Using Improved Model Predictive Control
    Nawaz, Muhammad Kashif
    Dou, Manfeng
    Riaz, Saleem
    Sardar, Muhammad Usman
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2022, 2022
  • [8] Current Control of Permanent Magnet Synchronous Motors Using Improved Model Predictive Control
    Nawaz, Muhammad Kashif
    Dou, Manfeng
    Riaz, Saleem
    Sardar, Muhammad Usman
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2022, 2022
  • [9] Polyphase Permanent Magnet Synchronous Motors Direct Current Model Predictive Control with Long Prediction Horizons
    Wang, Xin
    Cao, Bojian
    Mao, Zhi-Hong
    Grainger, Brandon
    Yaz, Edwin E.
    IFAC PAPERSONLINE, 2023, 56 (02): : 2719 - 2726
  • [10] Improved Predictive Current Control With Static Current Error Elimination for Permanent Magnet Synchronous Machine
    Wang, Geng
    Yang, Ming
    Niu, Li
    Gui, Xianguo
    Xu, Dianguo
    IECON 2014 - 40TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2014, : 661 - 667