An automatic layout algorithm of main wiring diagram of substation based on improved simulated annealing algorithm

Lingtao Zhang, Lin Zhao, Pai Sun, L. Zhang, Guohui Tian
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Abstract

Aiming at the situation that the dispatch center cannot parse the substation graphics data owing to the different standards between substation and dispatch center, a method of automatically generating the main wiring diagram is proposed by means of the substation topology relationship in the dispatching center. By analyzing the SSD file of the substation, the topology relation of the substation is obtained, and then the layout optimization objective function which including the length of the connecting lines and the uniformity of the layout is constructed, the initial layout is set according to the composition characteristics of the main wiring diagram. The simulated annealing algorithm is used to optimize the objective function. By setting the cooling schedule to control the main wiring diagram, the layout process automatically generates the main wiring diagram during the iterative optimization process. In order to reduce the search time, the paper improves the neighborhood search strategy of the traditional simulated annealing algorithm, and enhanced the search efficiency of simulated annealing algorithm. The new algorithm is applied to the automatic generation of the main wiring diagram of a substation, the results show that the algorithm can quickly generate the main wiring diagram, and the layout is uniform, the structure is clear and has fewer intersections.
一种基于改进模拟退火算法的变电站主接线图自动布放算法
针对由于变电站与调度中心的标准不同导致调度中心无法解析变电站图形数据的情况,提出了一种利用调度中心的变电站拓扑关系自动生成主接线图的方法。通过对变电站的SSD文件进行分析,得到变电站的拓扑关系,然后构建包括接线长度和布局均匀性在内的布局优化目标函数,根据主接线图的组成特点设置初始布局。采用模拟退火算法对目标函数进行优化。通过设置冷却调度来控制主接线图,布局过程在迭代优化过程中自动生成主接线图。为了减少搜索时间,本文改进了传统模拟退火算法的邻域搜索策略,提高了模拟退火算法的搜索效率。将新算法应用于变电站主接线图的自动生成,结果表明,该算法能快速生成主接线图,且布局均匀、结构清晰、交叉较少。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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