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Comparative analysis of swarm optimization-based control method for direct matrix converter

机译:基于群优化的直接矩阵变换器控制方法比较分析

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摘要

Direct matrix converter (DMC) is an AC–AC converter which supplies power flow between AC power supply and the load for changing voltage and current requirements. Its relatively small power circuits and simple control structures provide considerable advantages to itself with respect to the classical AC–AC converter topologies. In this article, the new control method based on swarm optimization is suggested and analyzed comparatively for 3-phase DMC to improve the robustness of DMC control system. The switching generator designed with this control method generates optimal switching states using swarm intelligence-based optimization algorithm and also applies them to the DMC. To compare the control performance of the method for this type of operating conditions, chaotic-based particle swarm optimization and artificial bee colony algorithms are used since their relatively short program codes and superior optimization performances. The results of this study show that the proposed control method can be applied to the DMC control system successfully as a new control technique.
机译:直接矩阵转换器(DMC)是一种AC–AC转换器,可在AC电源和负载之间提供功率流,以改变电压和电流要求。与传统的AC-AC转换器拓扑相比,其相对较小的电源电路和简单的控制结构为其自身提供了相当大的优势。本文提出了一种基于群体优化的新型控制方法,并对三相DMC进行了比较分析,以提高DMC控制系统的鲁棒性。使用这种控制方法设计的开关发生器使用基于群体智能的优化算法来生成最佳开关状态,并将其应用于DMC。为了比较该方法在这种类型的工况下的控制性能,使用了基于混沌的粒子群优化算法和人工蜂群算法,因为它们的程序代码相对较短,并且具有出色的优化性能。研究结果表明,所提出的控制方法可以作为一种新的控制技术成功地应用于DMC控制系统。

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