Optimal Network Reconfiguration and Distributed Generation Allocation using Harris Hawks Optimization

I. M. Diaaeldin, S. H. A. Abdel Aleem, A. El-Rafei, A. Abdelaziz, M. Ćalasan
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引用次数: 11

Abstract

Distribution Network Reconfiguration (DNR) is the optimized change in the tie-lines connecting distribution system feeders without altering its radial structure. In this work, a recent DNR mathematical algorithm based on the graphical representation of the distribution system connections is employed to optimally allocate distributed generations (DGs) along with DNR, simultaneously. In this context, DGs based smart inverters are the used DG types. Case studies are conducted on the 83-node practical distribution system. The merits of this work are to improve loss minimization and enhance its voltage stability. A recent metaheuristic optimization algorithm is employed to solve the proposed mixed-integer nonlinear programming problem (MINLP) called Harris Hawks Optimization (HHO) algorithm. The proposed optimization approach succeeded in minimizing the total active losses by 21.428%.
基于Harris Hawks优化的最优网络重构和分布式发电分配
配电网重构(DNR)是在不改变配电网馈线径向结构的前提下,对配电网馈线进行优化改造。在这项工作中,采用了一种基于配电系统连接图形表示的最新DNR数学算法来同时优化分配分布式代(dg)和DNR。在这种情况下,基于DG的智能逆变器是使用的DG类型。并对83节点的实际配电系统进行了实例分析。这项工作的优点是提高了损耗的最小化和电压的稳定性。采用一种新的元启发式优化算法求解混合整数非线性规划问题(MINLP),称为Harris Hawks optimization (HHO)算法。所提出的优化方法成功地将总有功损失降低了21.428%。
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