Optimisation of Location and Size for Distributed Generation in Unbalanced Grids

Isla Ziyat, P. Palmer, G. Wang
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Abstract

This paper proposes a distributed generation installation procedure that can be applied to balanced and unbalanced distribution grids. This is achieved through metaheuristic optimisation and by modelling the grid using the three-phase grid model rather than the one-line diagram model. Both the power loss in the lines and the voltage deviation from the nominal voltage are minimised using the multi-objective genetic algorithm. This installation procedure facilitates grid planning for the distribution system operator. In particular, various possible Pareto optimal solutions can be chosen, which all lead to significant improvements in the performance of the grid. When applied to the unbalanced IEEE37 grid, this method achieves an installation capacity of 3 MW while significantly reducing power loss in the lines by 83.7%, and voltage deviation from the nominal by 90.6%.
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不平衡电网中分布式发电的位置和规模优化
本文提出了一种适用于平衡配电网和不平衡配电网的分布式发电安装程序。这是通过元启发式优化和使用三相网格模型而不是单线图模型对网格建模来实现的。采用多目标遗传算法使线路的功率损耗和电压偏离标称电压最小化。这个安装程序便于配电系统运营商进行电网规划。特别是,可以选择各种可能的帕累托最优解,这些解都可以显著改善电网的性能。当应用于不平衡IEEE37电网时,该方法实现了3 MW的装机容量,同时显着降低了83.7%的线路功率损耗和90.6%的标称电压偏差。
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