基于数据中台的海量电力数据运营系统设计

Design of Massive Power Data Operation System Based on Data Center

目前设计的电力数据运营系统存在数据挖掘纯度低、系统响应时间长和服务器资源占用率高的问题,对此,提出基于数据中台的海量电力数据运营系统设计。分析了电力数据运营系统的业务流程和功能需求,设计了海量电力数据运营系统的整体框架,利用数据中台搜索并集成电力数据,通过大数据中心模块、数据治理模块、运营状况监控模块、运营分析模块、全面监测模块实现海量电力数据运营系统设计。实例测试结果表明,所提方法的数据挖掘纯度高、系统响应时间短、服务器资源占用率低,可以应对海量电力数据的运营需求。

The power data operation system is unable to effectively collect and integrate the power data existing in the system,therefore,this paper proposes to design a massive power data operation system based on data center.This paper analyzes the business process and functional requirements of power data operation system,designs the overall framework of massive power data operation system,searches and integrates power data,and completes the system functional design through big data center module,data governance module,operation status monitoring module,operation analysis module and comprehensive monitoring module.The design of massive power data operation system is completed.The test results show that the proposed method has high data mining purity,short system response time and low server resource occupation rate,which can meet the operation needs of massive power data.