Reliability Assessment of Distribution Network Architecture Based on Topological Similarity Analysis
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Reliability Assessment of Distribution Network Architecture Based on Topological Similarity Analysis
Vol. 44, Issue 11, Pages: 3760-3769(2018)
作者机构:
1. 南方电网科学研究院有限责任公司
2. 华南理工大学电力学院
作者简介:
基金信息:
DOI:
CLC:
Published Online:22 November 2018,
Published:2018
稿件说明:
移动端阅览
GUO Xiaobin, XU Yue, CHENG Lefeng, et al. Reliability Assessment of Distribution Network Architecture Based on Topological Similarity Analysis[J]. 2018, 44(11): 3760-3769.
DOI:
GUO Xiaobin, XU Yue, CHENG Lefeng, et al. Reliability Assessment of Distribution Network Architecture Based on Topological Similarity Analysis[J]. 2018, 44(11): 3760-3769.DOI:
Reliability Assessment of Distribution Network Architecture Based on Topological Similarity Analysis
摘要
为了实现配电网供电可靠性的快速准确评估
引入拓扑结构相似性的概念
提出基于拓扑相似性分析的配电网网架可靠性评估方法。通过将奇异值序列作为相似度指标求解目标
研究了电网拓扑的相似性与配电网供电可靠性的数学定量关系。首先
给出了配电网拓扑的矩阵表示、相似度指标及其确定方法
并分析了矩阵的压缩和重构
确保邻接矩阵所保持的拓扑结构特性;然后
提出一种基于拓扑相似性的供电可靠性评估新算法
该算法基于拓扑结构数据库
通过均方根法对相似度进行判定
并对可靠性指标进行修正
同时给出供电可靠性快速评估计算流程;最后
利用IEEE33节点配电网拓扑结构进行算例分析
研究结果表明:所提方法相比同类其他几种算法
在保证较高计算精度的前提下
计算效率可提高超过7倍。论文研究对于提高配电网供电可靠性评估的研究具有一定的参考和指导意义。
Abstract
In order to achieve fast and accurate assessment of power supply reliability in distribution networks
the similarity of network topology was introduced
thereby
an approach was proposed on reliability assessment of distribution network. In this method
the singular value sequence
as a goal of solving similarity indexes
was used to construct a quantitative mathematical relationship between similarity of network topology and power supply reliability of distribution network. First
the matrix representation and similarity indexes and its determination methods of network topology were introduced
and then the compression and reconstruction of matrix were analyzed so as to ensure topological property of adjacent matrix. Secondly
based on topology similarity
a novel algorithm was presented for power supply reliability assessment
in which the topology database and root mean square(RMS) method were used to decide similarity and modify reliability indexes.Finally
a calculation flow chart was given
and the topology of IEEE 33-node distribution network was taken as a case study
which shows that the calculation efficiency of the proposed method is seven times that of congeneric algorithms while the calculation accuracy is the same. The research can provide a reference and guide for the research of improving the power supply reliability assessment of distribution network.