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Low Complexity Model Predictive Control—Single Vector-Based Approach

机译:低复杂度模型预测控制—基于单个向量的方法

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Finite control set model predictive control (FCS-MPC) is emerging as a powerful control scheme in the control of power converters, because it takes the discrete nature of power converters into account and offers a flexible way to consider various constraints. However, conventional FCS-MPC requires to evaluate a cost function for each discrete switching states, which poses high computational burden. This paper proposes a low-complexity MPC (LC-MPC), which only requires one prediction to find the best voltage vector. The principle of LC-MPC is inherited from prior direct current control (DCC), but has been generalized by identifying its advantages, limitations, and potential application areas. Furthermore, the relationship between LC-MPC and FCS-MPC is studied and it is found that in some cases, the LC-MPC is completely equivalent to FCS-MPC. This paper presents the application example of LC-MPC in power control of three-phase ac/dc converter. To make it a success, the negative conjugate of complex power in synchronous frame is selected as the control variable. Detailed principle of vector selection is introduced and the reason for requiring only one prediction in the proposed LC-MPC is strictly proven using mathematical tools. The proposed LC-MPC is compared with conventional FCS-MPC and its effectiveness is verified by both simulation and experimental results from a two-level ac/dc converter.
机译:有限控制集模型预测控制(FCS-MPC)在功率转换器的控制中正成为一种强大的控制方案,因为它考虑了功率转换器的离散特性并提供了一种考虑各种约束的灵活方式。然而,常规的FCS-MPC需要针对每个离散的开关状态评估成本函数,这带来了高计算负担。本文提出了一种低复杂度的MPC(LC-MPC),它只需要一个预测就可以找到最佳的电压矢量。 LC-MPC的原理是从先前的直流控制(DCC)继承而来的,但已通过确定其优点,局限性和潜在的应用领域进行了概括。此外,研究了LC-MPC和FCS-MPC之间的关系,发现在某些情况下,LC-MPC完全等同于FCS-MPC。本文介绍了LC-MPC在三相AC / DC转换器功率控制中的应用示例。为了使其成功,选择同步帧中复数功率的负共轭作为控制变量。介绍了向量选择的详细原理,并使用数学工具严格证明了所提出的LC-MPC中仅需要一个预测的原因。将拟议的LC-MPC与常规FCS-MPC进行了比较,并通过两电平AC / DC转换器的仿真和实验结果验证了其有效性。

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