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Performance of Multistep Finite Control Set Model Predictive Control for Power Electronics

机译:电力电子多步有限控制集模型预测控制的性能

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摘要

The performance of direct model predictive control (MPC) with reference tracking and long prediction horizons is evaluated through simulations, using the current control problem of a variable speed drive system with a voltage source inverter as an illustrative example. A modified sphere decoding algorithm is used to efficiently solve the optimization problem underlying MPC for long horizons. For a horizon of five and a three-level inverter, for example, the computational burden is reduced by four orders of magnitude, compared to the standard exhaustive search approach. This paper illustrates the performance gains that are achievable by using prediction horizons larger than one. Specifically, for long prediction horizons and a low switching frequency, the total harmonic distortion of the current is significantly lower than for space vector modulation, making direct MPC with long horizons an attractive and computationally viable control scheme.
机译:通过仿真,以带有电压源逆变器的变速驱动系统的电流控制问题为例,通过仿真评估了具有参考跟踪和较长预测范围的直接模型预测控制(MPC)的性能。改进的球面解码算法用于有效解决长距离MPC底层的优化问题。例如,对于五层逆变器和三层逆变器,与标准的穷举搜索方法相比,计算量减少了四个数量级。本文说明了通过使用大于1的预测范围可以实现的性能提升。具体地说,对于较长的预测范围和较低的开关频率,电流的总谐波失真明显低于空间矢量调制的情况,这使得具有较长范围的直接MPC成为一种有吸引力的计算可行的控制方案。

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