高开关频率功率变换器和驱动应用中的直接模型预测控制策略

Michael Leuer, J. Böcker
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引用次数: 6

摘要

模型预测控制(MPC)包括一个数学模型。基于该模型,在每个采样步中确定未来时间步的最优驱动变量。因此,与传统控制相比,MPC表现出更好的参考响应。MPC的问题是计算成本高,控制周期长。因此,MPC对于具有小时间常数的过程没有吸引力,因为它们在功率转换器和驱动控制系统中很常见。针对具有固有输出饱和的非线性系统,提出了一种直接模型预测控制方法。与其他直接- mpc方法相比,采用了一种更灵活的门信号生成方法,可以在采样期间进行切换。此外,在保持控制器周期时间不变的情况下,可以提高开关频率。这导致电流纹波的减少。由于该方法基于计算效率优化算法,因此即使过程时间常数在毫秒范围内,也能提供在线MPC的实时能力,从而使MPC能够用于控制带内磁体的永磁同步电机(IPMSM)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Switching strategy for Direct Model Predictive Control in power converter and drive applications with high switching frequency
Model Predictive Control (MPC) includes a mathematical plant model. Based on that model, optimal actuating variables for future timesteps are determined in every sampling step. Thus the MPC exhibits a better reference response compared to conventional control. The problem with MPC is the high computational cost and the associated long control cycle time. Thus MPC is unattractive for processes with small time constants as they are common in power converter and drive control systems. In this paper a Direct Model Predictive Control method (DMPC) for nonlinear systems with inherent output saturation is presented. In contrast to other Direct-MPC approaches, a more flexible gate-signal generation method which enables switching during the sampling period is utilized. In addition the switching frequency can be increased while maintaining the same controller cycle time. This results in a reduction of the current ripple. Since this approach is based on a computational efficient optimization algorithm, it provides real-time capability for online-MPC even with process time constants in the millisecond range enabling the use of MPC for control of permanent magnet synchronous motors with interior magnets (IPMSM).
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