面向大规模电能量数据的全栈全分布式架构设计与应用

Design and Application of Full Stack and Distributed Architecture for Large-Scale Electrical Energy Data

随着数字电网建设的进一步发展,电能量数据规模不断扩大,数据应用需求也不断增加。考虑到南方电网网级电能量数据平台原有应用架构的局限性,本文设计了面向大规模电能量数据的全栈全分布式架构,并应用于网级电能量数据平台。该架构综合分布式计算技术、分布式存储技术、分布式消息队列和分布式应用技术,实现全南方电网辖区电能量数据的实时采集、集中管理和统一应用,支撑了南方电网用电分析、线损管理、电能质量监测等业务开展,提高了电能量数据的分析应用能力和管理水平。

With the further development of digital grid construction,the scale of electrical energy data continues to expand,and the demand of data application is also increasing.Considering the limitations of the original application architecture of the electrical energy data platform of China Southern Power Grid,this paper designs a full stack and distributed architecture for large-scale electrical energy data,and applies it to the electrical energy data platform of China Southern Power Grid.The architecture integrates the distributed technology of computing,storage,message queue and application,which can achieve real-time data collection,unified management and unified application of electrical energy data.It supports the development of electricity consumption analysis,line loss management,power quality monitoring and other businesses of China Southern Power Grid,and improves the ability of analysis,application and management of electrical energy data.