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A practical codification and its analysis for the generalized reconfiguration problem

机译:广义重构问题的实用编码及其分析

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摘要

Distribution network reconfiguration problem is simply aimed at rinding the best set of radial configurations among a huge number of possibilities. Each solution of this set ensures optimal operation of the system without violating any prescribed constraint. To solve such problem, it is important to count on efficient procedure to enforce radiality. In this paper, we propose a reliable approach to deal properly with topology constraint enabling algorithm convergence toward optimal or quasi-optimal solutions. A simple and practical codification of individuals used in evolutionary algorithms to solve the generalized reconfiguration problem is detailed in this paper. Mathematical formulation, algorithm, and simulation results are presented for the distribution reconfiguration problem, incorporating a new representation scheme which is immune to topologically unfeasible possibilities. The individual interpretation procedure is straight and it demands no additional data structure or graph preprocessing. Comparisons are made for five well-known distribution systems to demonstrate the efficacy of the proposed methodology. It is also demonstrated that optimal configurations are properly surveyed when single or multiple sources are dealt.
机译:配电网络重新配置问题仅旨在在众多可能性中浸入最佳的径向配置集。该组的每个解决方案都可以确保系统的最佳运行,而不会违反任何规定的约束。为了解决这个问题,重要的是依靠有效的程序来增强径向性。在本文中,我们提出了一种可靠的方法来正确处理拓扑约束,从而使算法能够收敛到最优或准最优解。本文详细介绍了进化算法中用于解决广义重配置问题的个体的简单实用编码。提出了针对配电重新配置问题的数学公式,算法和仿真结果,并结合了一种新的表示方案,该方案不受拓扑上不可行的可能性的影响。单独的解释过程很简单,不需要任何额外的数据结构或图形预处理。对五个著名的分销系统进行了比较,以证明所提出方法的有效性。还表明,当处理单个或多个源时,可以正确地调查最佳配置。

著录项

  • 来源
    《Electric power systems research》 |2013年第4期|19-33|共15页
  • 作者单位

    Federal University of Ouro Preto, Departamento de Ciencias Exatas e Aplicadas, Rua 37, no. 115, Loanda, CEP: 35931-026 -Joao Monlevade, MG, Brazil,Federal University of Minas Cerais, Graduate Program in Electrical Engineering, Av. Antonio Carlos, 6627 - Pampulha, CEP: 31270-901 - Belo Horizonte, MG, Brazil;

    Federal University of Ouro Preto, Departamento de Ciencias Exatas e Aplicadas, Rua 37, no. 115, Loanda, CEP: 35931-026 -Joao Monlevade, MG, Brazil,Federal University of Minas Cerais, Graduate Program in Electrical Engineering, Av. Antonio Carlos, 6627 - Pampulha, CEP: 31270-901 - Belo Horizonte, MG, Brazil;

    Federal University of Minas Cerais, Graduate Program in Electrical Engineering, Av. Antonio Carlos, 6627 - Pampulha, CEP: 31270-901 - Belo Horizonte, MG, Brazil;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    radial distribution networks; multi-objective; constrained optimization problem; graph theory;

    机译:径向分销网络;多目标约束优化问题;图论;

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