Improved Multistep Model Predictive Control for the Permanent-Magnet Synchronous Motor

Lu Liu;Zihao Xu;Shihong Ding;Li Ma
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Abstract

To further improve the control performance of the model predictive control (MPC) and balance the contradiction between the calculation complexity and prediction steps of the system, an improved multistep MPC is proposed in this article. First, the mathematical model of the permanent-magnet synchronous motor and the basic principle of the conventional MPC are introduced. Second, a multistep MPC method is proposed to calculate the rate of change of current in the case that the different basic voltage vectors are applied to the motor. Then, the current after several control periods can be predicted by this rate, which can help us select the appropriate voltage vector. In addition, the implementation process of the proposed method is described. Finally, the comparison experiments between the conventional MPC method and the proposed multistep MPC one are presented. The experimental results show that the proposed method is able to reduce the inverter switching frequency under the same control frequency, and can also improve the steady-state performance under the same switching frequency.
永磁同步电机的改进多步模型预测控制
为了进一步提高模型预测控制(MPC)的控制性能,平衡系统的计算复杂度和预测步骤之间的矛盾,本文提出了一种改进的多步预测控制(MPC)。首先,介绍了永磁同步电机的数学模型和传统永磁同步电机的基本原理。其次,提出了一种多步MPC方法来计算不同基本电压矢量施加到电机上时电流的变化率。然后,通过该速率可以预测几个控制周期后的电流,从而帮助我们选择合适的电压矢量。此外,还描述了该方法的实现过程。最后,对传统MPC方法与多步MPC方法进行了对比实验。实验结果表明,该方法既能在相同控制频率下降低逆变器的开关频率,又能提高相同开关频率下的稳态性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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