Constructing core backbone network based on survivability of power grid

被引:9
|
作者
Dong, Feifei [1 ]
Liu, Dichen [1 ]
Wu, Jun [1 ]
Ke, Lina [1 ]
Song, Chunli [1 ]
Wang, Haolei [1 ]
Zhu, Zhenshan [1 ]
机构
[1] Wuhan Univ, Sch Elect Engn, Wuhan 430072, Peoples R China
关键词
Core backbone network; Survivability of power grid; Improved BBO algorithm; Premature judgment mechanism; Chaos optimization; Cauchy optimization; BIOGEOGRAPHY-BASED OPTIMIZATION; SYSTEM; TRANSMISSION; RELIABILITY;
D O I
10.1016/j.ijepes.2014.10.056
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Constructing core backbone network is beneficial to strengthen the construction of grid structure, raise the ability of withstanding natural disasters, as well as realize power grid's differentiation planning reasonably and scientifically. Based on the index system of survivability, a method of constructing core backbone network with the target of the smallest line total length and the largest integrated survivability index is put forward with constraint conditions of network connectivity and power grid safe operation. The cosine migration model, the premature judgment mechanism, and the mutative scale of mutation strategy by Chaos and Cauchy optimization are introduced into the improved biogeography-based optimization algorithm (BBO) to search for the optimal solution of the core backbone network. Comparison with the traditional BBO algorithm, particle swarm optimization (PSO), binary ant colony algorithm (BACA), genetic algorithm (GA) shows that the proposed method is accurate and effective, and it has advantages in fast convergence speed and high convergence precision. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:161 / 167
页数:7
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