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A Heuristic Hybrid Technique for the Optimal Allocation of Capacitors in Unbalanced Multiconverter Distribution Systems

机译:一种启发式混合技术,用于不平衡多变频器分配系统中电容器的最佳分配

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摘要

The problem of sizing and location of capacitor banks in unbalanced distribution systems with nonlinear loads is addressed. This problem can be solved by means of genetic algorithm based procedures that have been proven to find good solutions. However, when dealing with multiconverter unbalanced large scale systems, these algorithms may require significant computational effort which will reduce their effectiveness. In this paper a hybrid method, which significantly reduces the computational effort without affecting the level of accuracy is proposed. The hybrid method involves a two step procedure: first a small number of nodes are selected as candidate buses for the capacitor allocation through the application of the Inherent Structure Theory of Networks; then, a heuristic procedure based on sequential placement of discrete capacitor units is applied to the selected buses. Numerical examples are presented to demonstrate the efficiency of the proposed procedure.
机译:解决了非线性负载不平衡分布系统中电容器组的大小和位置的问题。该问题可以通过基于遗传算法的基于遗传算法来解决,已被证明可以找到良好的解决方案。然而,在处理多变频器不平衡的大规模系统时,这些算法可能需要重大的计算工作,这将降低其有效性。在本文中,一种混合​​方法,显着降低了在不影响精度水平的情况下减少计算工作。混合方法涉及两步步骤:通过应用网络固有结构理论,选择第一少量节点作为电容器分配的候选总线;然后,将基于连续放置的离散电容器单元的顺序放置的启发式过程应用于所选择的总线。提出了数值例证以证明所提出的程序的效率。

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