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Frequency spectrum shaping using finite control set MPC with LQ lookahead

机译:使用有限控制集MPC具有LQ Lippahead的频谱整形

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Finite control set model predictive control (FCS-MPC) has been shown to be a very effective approach to control of power electronics and ac drives. It can address even demanding tasks such as frequency shaping of the current spectrum. However, its accuracy is limited by one-step ahead optimization of the cost function, neglecting long-term consequences of the control action. LQ lookahead is a technique of approximate dynamic programming that designs an approximation of the optimal cost-to-go function that is added as an additive term to the FCS-MPC cost function. We study the effect of this technique on the problem of frequency spectrum shaping of a three-phase voltage source inverter with RL load. We demonstrate in simulation and laboratory experiment that the proposed LQ lookahead approach offer a better compromise between spectrum shaping and current tracking error.
机译:有限控制集模型预测控制(FCS-MPC)已被证明是一种非常有效地控制电力电子和交流驱动的方法。它可以解决甚至要求诸如当前频谱的频率整形等要求的任务。然而,其精度受到成本函数的一步优化的限制,忽略了控制作用的长期后果。 LQ LikeAhead是一种近似动态编程的技术,该技术设计了最佳成本转台功能的近似,该功能被添加为附加术语,到FCS-MPC成本函数。我们研究了这种技术对具有RL负载的三相电压源逆变器的频谱整形问题。我们在模拟和实验室实验中证明了所提出的LQ LikeAhead方法在频谱整形和电流跟踪误差之间提供更好的折衷。

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