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Optimal capacitor banks placement in distribution grids using NSGA II and Harmonic Resonance Chart

机译:使用NSGA II和谐波谐振图在配电网中的最佳电容器组放置

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This paper proposes a procedure to obtain optimal capacitor banks placement in distribution grids that incorporates a resonance analysis to the resulting Pareto Front optimal solutions, to guarantee that the adopted solution does not cause dangerous voltage harmonic resonance for the electric system. A multiobjective optimization procedure based on the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) technique is used to solve the problem of optimal placement and sizing of capacitor banks, considering voltage magnitude and total harmonic distortion constraints, producing a Pareto Front of optimal solutions. The resonance analysis is accomplished by using the harmonic resonance chart, as proposed in [1] to identify if the Pareto or other viable solutions can cause dangerous harmonic resonance. To test and validate the proposed methodology, a 34-bus radial distribution network was used considering typical non-linear loads as harmonic current sources. The obtained results were very effective which indicate the proposed procedure is very promising in obtaining solutions for this type of problem.
机译:本文提出了一种获得最佳电容器组在配电网中的位置的程序,该程序将谐振分析结合到了最终的Pareto Front最佳解决方案中,以确保所采用的解决方案不会对电气系统造成危险的电压谐波谐振。基于非支配排序遗传算法II(NSGA-II)技术的多目标优化程序用于解决电容器组的最佳放置和尺寸确定问题,同时考虑电压幅值和总谐波失真约束,从而产生最优的Pareto Front解决方案。共振分析是通过使用谐波共振图完成的,如[1]中提出的那样,以确定帕累托或其他可行的解决方案是否会引起危险的谐波共振。为了测试和验证所提出的方法,使用了34总线的径向配电网,将典型的非线性负载作为谐波电流源。所获得的结果非常有效,表明所提出的方法在获得此类问题的解决方案方面非常有前途。

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