Vortex Search Algorithm for Optimal Sizing of Distributed Generators in AC Distribution Networks with Radial Topology

被引:8
|
作者
Danilo Montoya, Oscar [1 ]
Fernando Grisales-Norena, Luis [2 ]
Tadeo Amin, William [1 ]
Alejandro Rojas, Luis [3 ]
Campillo, Javier [1 ]
机构
[1] Univ Tecnol Bolivar, Programa Ingn Elect & Ingn Elect, Cartagena, Colombia
[2] Inst Tecnol Metropolitano, Dept Electromecan & Mecatron, Medellin, Colombia
[3] Fdn Tecnol Antonio Arevalo, Escuela Diseno & Ingn, Cartagena, Colombia
基金
奥地利科学基金会;
关键词
Electrical distribution networks; Distributed generation; Optimal power flow; Metaheuristic optimization; Vortex search algorithm; OPTIMAL POWER-FLOW; DISTRIBUTION-SYSTEMS; OPTIMIZATION; LOCATION; IMPACT; POINT;
D O I
10.1007/978-3-030-31019-6_21
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper proposes a vortex search algorithm (VSA) optimization for optimal dimensioning of distributed generators (DGs), in radial alternating current (AC) distribution networks. The VSA corresponds to a metaheuristic optimization technique that works in the continuous domain, to solve nonlinear, non-convex, large scale optimization problems. Here, this technique is used to determine the optimal power generation capacity of the DGs from the top-down analysis. From the bottom-up, a conventional backward/forward power flow is employed for determining the voltage behavior and calculate the power losses of the network, for each power output combination in the DGs. Numerical results demonstrate that the proposed approach is efficient and robust for reducing power losses on AC grids by optimally sizing the capacity the DGs, compared with other approaches found on literature reports. All the simulations were conducted using the MATLAB software.
引用
收藏
页码:235 / 249
页数:15
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