Improved Model Predictive Control of Permanent Magnet Synchronous Motor with Duty Ratio Optimization and Cost Function Correction

被引:0
|
作者
Liu, Ming [1 ]
Hu, Jiefeng [1 ]
Chan, K. W. [1 ]
机构
[1] Hong Kong Polytech Univ, Dept Elect Engn, Hong Kong, Peoples R China
关键词
Cost function correction; duty ratio optimization; model predictive control (MPC); Permanent magnet synchronous motor (PMSM);
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 improved model predictive control (MPC) for permanent magnet synchronous motor (PMSM) drives. The proposed MPC is different from the conventional MPC in applying two voltage vectors in every control period. The duty ratio is firstly calculated using a simple but effective method with the consideration of the one-step delay. The cost function is then modified by incorporating the duty ratio, thus to calculate the optimal voltage vector applied in every sampling period. Based on the improved MPC, the elimination of weight factor k1 and the compensation of stability factors are further proposed to further correct the cost function. Test results show that the proposed control strategy contributes to lower torque and flux ripples, faster dynamic response, better start-up response compared to the conventional MPC.
引用
收藏
页数:5
相关论文
共 50 条
  • [21] An Improved Parallel Predictive Torque Control for Permanent Magnet Synchronous Motor
    Wang, Xiaocan
    Lin, Xiaogang
    Huang, Qian
    Xie, Wei
    IEEE ACCESS, 2023, 11 : 32496 - 32507
  • [22] A New Predictive Direct Torque Control for Vernier Permanent Magnet Synchronous Motor Based on Duty Ratio Modulation
    Chen, Fengxiang
    Qu, Ronghai
    Li, Jian
    Li, Dawei
    Lu, Hanxiao
    Gao, Yuting
    Xiao, Lifan
    2016 XXII INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES (ICEM), 2016, : 928 - 934
  • [23] Model predictive direct torque control for permanent magnet synchronous machines based on duty ratio modulation
    Niu, Feng
    Li, Kui
    Wang, Yao
    Diangong Jishu Xuebao/Transactions of China Electrotechnical Society, 2014, 29 (11): : 20 - 29
  • [24] Model Predictive Current Control of a Permanent Magnet Synchronous Machine with Exponential Cost Function
    Gonzalez Saenz, F.
    Sandre Hernandez, O.
    2021 18TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING, COMPUTING SCIENCE AND AUTOMATIC CONTROL (CCE 2021), 2021,
  • [25] Low complexity duty cycle modulation model predictive current control of permanent magnet synchronous motor
    Yu, Deliang
    Zhang, Chuanchang
    Guo, Qingbo
    Zhou, Minghao
    IET POWER ELECTRONICS, 2023, 16 (03) : 413 - 422
  • [26] Model Parameter Online Correction Method of Predictive Current Control for Permanent Magnet Synchronous Motor
    Wang, Xiaoxiao
    Niu, Feng
    Huang, Xiaoyan
    Wu, Lijian
    Li, Kui
    Fang, Youtong
    2019 22ND INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS (ICEMS 2019), 2019, : 180 - 183
  • [27] Improved Model Predictive Current Control of Permanent Magnet Synchronous Machines with Fuzzy Based Duty Cycle Control
    Bozorgi, Amir Masoud
    Farasat, Mehdi
    Jafarishiadeh, Seyyedmahdi
    2016 IEEE ENERGY CONVERSION CONGRESS AND EXPOSITION (ECCE), 2016,
  • [28] Optimization of Model Prediction Control for Permanent Magnet Synchronous Motor
    Xie, Yunhui
    Zheng, Changbao
    Wang, Qunjing
    Jiang, Hong
    Shen, Weixiang
    PROCEEDINGS OF THE 2019 14TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA 2019), 2019, : 287 - 292
  • [29] Simplified predictive torque control for permanent magnet synchronous motor with discrete duty cycle control
    Xiao, Meng
    Shi, Tingna
    Gu, Xin
    Xia, Changliang
    IET ELECTRIC POWER APPLICATIONS, 2019, 13 (03) : 294 - 301
  • [30] Model Predictive Flux Control With Cost Function-Based Field Weakening Strategy for Permanent Magnet Synchronous Motor
    Zheng, Zhihao
    Sun, Dan
    IEEE TRANSACTIONS ON POWER ELECTRONICS, 2020, 35 (02) : 2151 - 2159