配电系统中电容控制的双禁忌搜索

H. Mori, Y. Iimura
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引用次数: 5

摘要

本文提出了配电系统中电容控制的双禁忌搜索方法。在配电系统中,电容器控制对维持电能质量起着重要的作用。电容器控制问题的表述可以表示为电容器组的组合优化问题。元启发式算法在解决组合优化问题时更为有效。其中,禁忌搜索是最有前途的元启发式方法之一。然而,禁忌搜索在大规模组合优化问题中仍有提高求解质量的空间。本文提出了一种新的禁忌搜索方法,该方法利用二元编码作为初始值。对于给定的初始值,考虑了对偶码,并且一对初始值允许算法评估更好的解。在32节点和69节点配电系统中验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dual tabu search for capacitor control in distribution systems
In this paper, dual tabu search is presented for capacitor control in distribution systems. Capacitor control is important in maintaining power quality in distribution systems. The problem formulation of capacitor control may be expressed as a combinatorial optimization problem of capacitor banks. Meta-heuristics is more efficient for solving a combinatorial optimization problem. In particular, tabu search of meta-heuristics is one of the promising meta-heuristics. However, tabu search still has room for improving the solution quality in a large-scale combinatorial optimization problem. This paper proposes a new tabu search that makes use of the dual code for the initial value. For a given initial value, the dual code is considered and a couple of initial values allow the algorithm to evaluate better solutions. The effectiveness of the proposed method is demonstrated in the 32-node and 69-node distribution systems.
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