基于数据挖掘的电力数据资产运营系统设计  

Design of Power Data Asset Operation System Based on Data Mining

作　　者：陈海燕 康峰 苏立伟 林盛楷 CHEN Hai-yan;KANG Feng;SU Li-wei;LIN Sheng-kai(Guangdong Power Grid Co.,Ltd.,Customer Service Center,Guangzhou 510000 China)

机构地区：[1]广东电网有限责任客户服务中心,广东广州510000

出　　处：《自动化技术与应用》2024年第9期159-162,共4页Techniques of Automation and Applications

摘　　要：现有运营系统的数据查询时间较长,用户体验感较差,设计基于数据挖掘的电力数据资产运营系统。系统数据层的数据挖掘模块通过DSP+FPGA处理单元,挖掘电力资产数据,按照用户的需求对数据进行处理、分析和存储,应用层调用数据层数据,通过显示层的可视化窗口为用户呈现运营管理结果,同时支持运营结果的表格查询及Internet接口扩展传输;通过WEB APP、WEB-GIS、UML兼容技术实现系统软件流程化开发。实验结果表明系统可快速、准确挖掘电力资产数据,数据仓库分库处理可提高数据查询效率。The data query time of the existing operation system is long and the user experience is poor.The power data asset operation system based on data mining is designed.The data mining module of the system data layer mines the power asset data through the DSP+FPGA processing unit,processes,analyzes and stores the data according to the needs of users,calls the data layer data in the application layer,presents the operation management results to users through the visual window of the display layer,and supports the table query of operation results and extended transmission of internet interface;The process development of system software is realized through web app,Web-GIS and UML compatible technology.The experimental results show that the system can mine power asset data quickly and accurately,and the sub database processing of data warehouse can improve the efficiency of data query.

关 键 词：数据挖掘 电力数据 资产运营 数据调度 系统设计 

分 类 号：TP393[自动化与计算机技术—计算机应用技术]