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Fast multistep finite control set model predictive control for transient operation of power converters

机译:电力变换器暂态运行的快速多步有限控制集模型预测控制

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Recently, an efficient optimization strategy based on the sphere decoding algorithm (SDA) has been proposed to solve the optimal control problem underlying direct model predictive control (MPC) formulations with long horizons. However, as will be elucidated in this work, this optimization algorithm presents some limitations during transient operation of power converters, which increase the execution time required to obtain the optimal solution. To overcome this issue, the present work presents an improved version of the SDA for direct MPC that is not affected by transient operations of the power converter. The key novelty of the proposal is to reduce the execution time of the SDA when the system is in a transient by projecting the unconstrained optimal solution onto the envelope of the original finite control set. As evidenced by the simulation results, the proposed SDA is able to quickly compute the optimal solution for the long-horizon direct MPC during both steady-state and transient operation of the power converter.
机译:最近,已经提出了一种基于球面解码算法(SDA)的有效优化策略,以解决基于长距离直接模型预测控制(MPC)公式的最优控制问题。但是,正如在这项工作中将要阐明的那样,这种优化算法在功率转换器的瞬态操作期间存在一些局限性,这增加了获得最佳解决方案所需的执行时间。为了克服这个问题,本工作提出了一种直接MPC的SDA的改进版本,该版本不受功率转换器的瞬态操作的影响。该建议的关键新颖之处在于,通过将无约束的最优解投影到原始有限控制集的包络上,可以减少系统处于瞬态状态时SDA的执行时间。仿真结果表明,所提出的SDA能够在功率转换器的稳态和瞬态工作期间快速计算出针对长水平直接MPC的最佳解决方案。

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