CIM oriented graph database for network topology processing and applications integration

G. Ravikumar, S. Khaparde
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引用次数: 10

Abstract

Though CIM brings an integration of proprietary software applications of a utility, managing a sheer volume of data between the software application systems is still challenging for utility operators. With the advent of high performance database technologies and real-time big-data processing tools available, CIM oriented database can play important role in the operation and processing of the power system data. As the power system resembles connected-data, the choice of the database technology has to be based on the performance measures such as high-speed data retrieval of the connected-data and efficient storage. This paper presents a CIM oriented graph database (CIMGDB) by the object-graph mapping methodology. The integration of the CIMGDB with power system applications is discussed by the developed implementation architecture. The network topology processing (NTP) application is implemented on the CIMGDB. The NTP is tested on the six IEEE test systems and on one practical power system network. The six IEEE test systems are considered in evaluating and comparing the time complexity of CIMGDB with the CIM oriented relational database framework. The practical power system network is considered to demonstrate the implementation architecture and the CIMGDB integration with power system applications.
面向CIM的网络拓扑处理和应用集成图数据库
尽管CIM带来了公用事业的专有软件应用程序的集成,但对于公用事业运营商来说,管理软件应用程序系统之间的大量数据仍然是一个挑战。随着高性能数据库技术的出现和实时大数据处理工具的出现,面向CIM的数据库可以在电力系统数据的运行和处理中发挥重要作用。由于电力系统类似于连接数据,因此数据库技术的选择必须基于连接数据的高速数据检索和高效存储等性能指标。本文采用对象-图映射方法,提出了一个面向CIM的图数据库(CIMGDB)。通过开发的实现体系结构,讨论了CIMGDB与电力系统应用的集成。NTP (network topology processing)应用在CIMGDB上实现。NTP在六个IEEE测试系统和一个实际电力系统网络上进行了测试。在评价和比较CIMGDB与面向CIM的关系数据库框架的时间复杂度时,考虑了6个IEEE测试系统。以实际的电力系统网络为例,展示了CIMGDB的实现体系结构以及与电力系统应用的集成。
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