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Optimal Dispatch of Electrical Vehicle and PV Power to Improve the Power Quality of an Unbalanced Distribution Grid

机译:电动车辆和PV功率的最优调度,提高不平衡分布网格的功率质量

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摘要

In the smart grid, the distributed generations play an important role to manage the distribution grid. The renewable energy sources such as PV solar, wind, etc. and the Electric Vehicle's Energy Storage are the prominent distributed generation sources. The distributed generation (DG) reduces power loss and improves the voltage profile and reliability of a low voltage (LV) distribution grid. However, optimal placement and sizing of DGs need to be planned properly. Several researchers planned to place single or multiple DGs at the optimum node with an optimal amount of power dispatch assuming balanced distribution grid. But the DGs are connected at all node/buses which require an optimum amount of power dispatch and distribution grids are seldom balance. Moreover, a few research have been conducted for optimizing DG dispatch in an unbalanced distribution grid. This paper proposes a method to improve voltage profile and reduce the total power loss by optimizing the PV and EVs power dispatch in an unbalanced distribution grid. This study will solve the optimization problem using the Differential evolution (DE) optimization algorithm and compares the performance with the Genetic algorithm (GA). Finally, the efficacy of the proposed method is evaluated by applying to an Australian distribution grid. The proposed method reduces 55.72% real power loss of the network. It is also found that the proposed method improves the bus voltage up to 7.65% and increase the bus voltage above 0.95 p.u at all the nodes.
机译:在智能电网中,分布式代代播放了管理分发网格的重要作用。可再生能源,如光伏太阳能,风等,以及电动车辆的能量存储是突出的分布式生成源。分布式发电(DG)降低功率损耗并提高了低电压(LV)分布网的电压曲线和可靠性。然而,需要正确策划最佳放置和尺寸的DG。若干研究人员计划在最佳节点处放置单个或多个DG,具有假设平衡分布网格的最佳功率调度。但是,DGS在所有节点/总线上连接,需要最佳的电源调度和分布网格很少平衡。此外,已经进行了一些研究,以优化不平衡分布网格中的DG调度。本文提出了一种改进电压曲线的方法,通过优化不平衡分布网格中的PV和EVS电力调度来降低总功率损耗。本研究将使用差分演进(DE)优化算法来解决优化问题,并将性能与遗传算法(GA)进行比较。最后,通过申请澳大利亚分配网格来评估所提出的方法的功效。所提出的方法降低了网络的实际功率损耗55.72%。还发现所提出的方法可提高高达7.65%的总线电压,并在所有节点处增加高于0.95 p.u的总线电压。

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