微特电机 ›› 2025, Vol. 53 ›› Issue (12): 47-53.

• 驱动控制 • 上一篇    下一篇

永磁同步电机多步模型预测电流控制研究

李耀华,高  赛,郭伟超,王钦政,种国臣,王自臣,徐志雄,张  茜,刘亚辉,黄汉旋   

  1. 长安大学 汽车学院,西安 710064
  • 出版日期:2025-12-28 发布日期:2025-12-28

Research on the Multi-Step Model Predictive Control for PMSM

LI Yaohua,GAO Sai,GUO Weichao,WANG Qinzheng,CHONG Guochen,WANG Zichen,XU Zhixiong,ZHANG Qian,LIU Yahui,HUANG Hanxuan   

  1. School of Automotive,Chang’ an University,Xi’ an 710064,China
  • Online:2025-12-28 Published:2025-12-28

摘要: 通过永磁同步电机多步模型预测电流控制,研究平均开关频率、预测步长与控制性能及实时性之间的关系。 建立多步模型预测电流模型,分析不同开关频率和预测步长下,多步模型预测电流控制的控制性能和实时性能。 仿真结果表明,一步至五步模型预测控制电流在高开关频率下有相似的控制效果,在低开关频率下其控制效果相较于单步模型预测控制有显著提升;第二步到第五步的控制效果,差异并不明显。 多步模型预测电流控制不适用于高开关频率应用场合。 低开关频率下,多步预测的预测步长无须过多。

关键词: 永磁同步电机, 模型预测控制, 多步预测, 开关频率

Abstract: The relationship between the average switching frequency, the predicted step size and the control performance and real-time performance was studied by using the multi-step model of the permanent magnet synchronous motor. By establishing a multi-step model predictive current control framework, the control and real-time performance of the model predictive current control are analyzed under different switching frequencies and prediction horizons. The simulation results showed that the one-step to five-step model predictive control of current exhibits similar control performance at high switching frequencies. At low switching frequencies, the control performance shows a significant improvement compared to
the one-step model predictive control. Nonetheless, there is no notable difference in control performance between the twostep and five-step models. Multi-step model predictive current control is not suitable for high switching frequency applications. At low switching frequencies, the prediction horizon does not need to be excessively large.

Key words: permanent magnet synchronous motor,model predictive control,multi-step prediction,switching frequency