{"title":"GridKG: Knowledge Graph Representation of Distribution Grid Data","authors":"Yashar Kor, Liang Tan, M. Reformat, P. Musílek","doi":"10.1109/EPEC48502.2020.9320066","DOIUrl":null,"url":null,"abstract":"Distribution grid systems are complex networks containing multiple pieces of equipment. All of them interconnected, and all of them described a variety of pieces of information. A knowledge graph provides an interesting data format that allows us to represent information in a form of graphs, i.e., nodes and edges – relations between them. In this paper, we describe an application of a knowledge graph to represent information about a power grid. We show the main components of such a graph – called GridKG, a simple process of identifying electrical paths, and a few examples of grid analysis related to primary switches.","PeriodicalId":236395,"journal":{"name":"2020 IEEE Electric Power and Energy Conference (EPEC)","volume":"104 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 IEEE Electric Power and Energy Conference (EPEC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/EPEC48502.2020.9320066","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
Distribution grid systems are complex networks containing multiple pieces of equipment. All of them interconnected, and all of them described a variety of pieces of information. A knowledge graph provides an interesting data format that allows us to represent information in a form of graphs, i.e., nodes and edges – relations between them. In this paper, we describe an application of a knowledge graph to represent information about a power grid. We show the main components of such a graph – called GridKG, a simple process of identifying electrical paths, and a few examples of grid analysis related to primary switches.