基于鲸鱼优化算法的配电系统重构

M. Soliman, A. Abdelaziz, Rabab M. El-Hassani
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引用次数: 10

摘要

本文讨论了如何改进配电系统,其中最重要的途径之一是对电力系统进行重构。重新配置是指通过改变交换机的状态来改变径向配电网的拓扑结构。其目标是尽量减少总功率损失和提高电压分布。许多优化技术被用来解决这个问题,如经典优化方法,被证明是耗时的方法和启发式方法,在我们的问题中更有效。本文将鲸鱼优化算法(WOA)作为现代启发式优化技术之一,用于求解离散优化问题的最优解。将WOA应用于(33总线系统、69总线系统和118总线系统),并将结果与其他启发式方法进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Distribution power system reconfiguration using whale optimization algorithm
This study discusses how to enhance the power distribution system and one of the most important ways to do that is by reconfiguration of the power system. Reconfiguration means changing the topology of the radial distribution network by changing the status of switches. The objective is to minimize the total power loss and enhance the voltage profile. Many optimization techniques were used to solve this problem such as classical optimization which is proven to be time consuming method and heuristic methods which are more efficient in our problem here. In this paper, the whale optimization algorithm (WOA) which is one of the modern heuristic optimization techniques and it has high efficiency to solve discrete optimization problems, is used to get the optimum case in reconfiguration problem. WOA is applied to (33 bus system, 69 bus system, and 118 bus system) and results are compared to other heuristic methods.
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