Optimal Placement of Remote Controlled Switches in Electric Power Distribution Systems with a Multi-Objective Approach

Eduardo Coronel, B. Barán, P. Gardel
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Abstract

In the present work the problem of Optimal Placement of remote controlled Switches in an Electric Power Distribution Systems is analyzed with a Multi-objective approach. The selected objectives consider economic, technical, operational and social aspects. Real data from Paraguayan East Region is used. For the evaluation of solutions, an evaluating function based on the Monte Carlo method is implemented, which estimates the defined indices through the simulation of failures in the network, whose probabilities are obtained using the Reliability Block Diagram method. Six different multi-objective algorithms were implemented and compared using ONVGR and Hypervolume metrics, having the Multi-objective Ant Colony Optimization algorithms the best performance.
基于多目标方法的配电系统遥控开关优化配置
本文用多目标方法分析了配电系统中远程控制开关的优化配置问题。选定的目标考虑到经济、技术、业务和社会方面。使用巴拉圭东部地区的真实数据。对于方案的评价,实现了基于蒙特卡罗方法的评价函数,该函数通过对网络中故障的模拟来估计所定义的指标,并利用可靠性方框图方法得到故障的概率。采用ONVGR和Hypervolume指标对6种不同的多目标算法进行了实现和比较,结果表明多目标蚁群优化算法性能最佳。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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