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Power grid modeling and topology analysis based on graph database conforming with cim/e

  • Hua Huang
  • , Zonghe Gao
  • , Jiangpeng Dai
  • , Yi Wang
  • , Xin Shan
  • , Mingyu Zhai
  • , Guangyi Liu
  • , Wei Wang
  • NARI Technology Co., Ltd.
  • State Key Laboratory of Smart Grid Protection and Control
  • Global Energy Interconnection Research Institute North America

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

6 Scopus citations

Abstract

The power system is becoming larger and larger, and the operation is more frequent, which puts higher requirements on the real-time performance of analysis and calculation. The graph database is a new type of database that originated from the parallel processing of massive data in the Internet. The data model can visually express the topology of the grid and easily realize parallel traversal query. Firstly, the characteristics of graph database are introduced from the aspects of data model and data query, and the potential advantages of applying it to large-scale power system analysis and calculation are analyzed. Secondly, the design method of power system modeling is presented for satisfying the guidelines of integrity, consistency and efficiency conforming with CIM/E standard. Finally, a parallel power network topology analysis algorithm is implemented based on the graph database model for a provincial grid. The calculation results of the actual large-scale provincial power grid show that the proposed method can significantly improve the topology search efficiency.

Original languageEnglish
Title of host publicationProceedings of Purple Mountain Forum 2019-International Forum on Smart Grid Protection and Control, Volume II
EditorsYusheng Xue, Yuping Zheng, Saifur Rahman
PublisherSpringer
Pages575-591
Number of pages17
ISBN (Print)9789811397820
DOIs
StatePublished - 2020
Externally publishedYes
Event4th Purple Mountain Forum on Smart Grid Protection and Control, PMF-SGPC 2019 - Nanjing, China
Duration: 17 Aug 201918 Aug 2019

Publication series

NameLecture Notes in Electrical Engineering
Volume585
ISSN (Print)1876-1100
ISSN (Electronic)1876-1119

Conference

Conference4th Purple Mountain Forum on Smart Grid Protection and Control, PMF-SGPC 2019
Country/TerritoryChina
CityNanjing
Period17/08/1918/08/19

Keywords

  • CIM/E
  • Graph computing
  • Graph database
  • Network topology
  • Power grid modelling

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