基于BIRCH算法的多源数据融合存储技术研究  

Research on Multi-source Data Fusion and Storage Technology Based on BIRCH Algorithm

作　　者：张家诚 ZHANG Jiacheng(Xi'an University of Finance and Economics,Xi'an Shaanxi 710100)

机构地区：[1]西安财经大学,陕西西安710100

出　　处：《软件》2023年第11期160-162,175,共4页Software

摘　　要：对于智能配电网设备数据上传速率低、数据存储性能差等问题,提出一种基于BIRCH算法的多源数据融合存储模型。首先,通过Hadoop分布式平台构建数据存储模型架构;其次,分别通过CMCH算法、BIRCH算法实现设备多源数据的并行关联、融合设备并行关联数据库;最后,通过一致性算法实现设备数据的存储。仿真结果表明,此种存储技术可有效提升设备数据上传效率,增大数据压缩,具有较好的设备数据存储性能。For the low data upload rate and poor data storage performance of intelligent distribution network equipment,a multi-source data fusion storage model based on BIRCH algorithm is proposed.Firstly,the data storage model architecture is built through the Hadoop distributed platform;Secondly,the device realizes the parallel association and BIRCH database;Finally,the device data is stored through the consistency algorithm.The simulation results show that this storage technology can effectively improve the efficiency of equipment data uploading,increase data compression,and have good equipment data storage performance.

关 键 词：智能电网 CMCH算法 BIRCH算法 多源数据融合 存储 

分 类 号：TM73[电气工程—电力系统及自动化]