Topology Modeling and Analysis of a Power Grid Network Using a Graph Database

被引：15

作者：

Kan, Bowen ^{[1
]}

Zhu, Wendong ^{[1
]}

Liu, Guangyi ^{[1
]}

Chen, Xi ^{[1
]}

Shi, Di ^{[1
]}

Yu, Weiqing ^{[1
]}

机构：

[1] GEIRI North Amer, 250 W Tasman Dr,Suite 100, San Jose, CA 95134 USA

来源：

INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS | 2017年 / 10卷 / 01期

关键词：

Graph Database; Conditional Search; Shortest Path; Neo4j; Power Grid Network; Topological Analysis; SYSTEMS;

D O I：

10.2991/ijcis.10.1.96

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

We introduce a new method for storing, modeling, and analyzing power grid data. First, we present an architecture for building the network model for a power grid using the open source graph database Neo4j. Second, we design single- and multi-threading systems for initial energization analysis of the power grid network. We design the shortest path search function and conditional search function based on Neo4j. Finally, we compare the functionality and efficiency of our graph database with a traditional relational database in system initial energization analysis and the shortest path function problems on small to large data sets. The results demonstrate the efficiency and effectiveness of topology modeling and analysis using graph database for a power grid network.

引用

页码：1355 / 1363

页数：9

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