基于Redis与SSDB结合的变电站多维历史数据统一存储技术研究

Ren Hao, Fan Guangmin, Wang Qiang, Guo Lingxu, Chen Jian, Zhang Pan
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引用次数: 1

摘要

目前,变电站存在多套信息系统,各系统相对独立,存在重复采集、利用率低、数据共享困难等问题。这些系统不仅包含“四远”结构化数据,还包含波形、模型、图形等非结构化数据。没有建立统一的存储和访问接口,阻碍了高级应用智能化水平的提高。针对上述问题,本文提出了一种基于Redis和SSDB的变电站多维历史数据统一存储技术。系统包括Redis代理服务器和SSDB存储集群。在代理服务器中,通过支持多厂商、多业务历史数据的统一导入工具,将区域内所有变电站的SCADA历史数据和非结构化历史数据存储在键值网络缓存库中。然后,通过代理服务程序将缓存数据传输到分布式存储集群。对于存储集群的每台存储机,通过LevelDB存储引擎将缓存数据存储到磁盘文件中,实现历史数据的分布式永久存储。经过实验室测试,该统一数据存储系统的功能要求和性能指标均达到了预期目标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on Unified Storage Technology of Multidimensional Historical Data of Substation Based On the Combination of Redis and SSDB
At present, there are multiple sets of information systems in substation, which are relatively independent, and exist some problems of repeated collection, low utilization rate and difficult data sharing. These systems contain not only “four remote” structured data, but also unstructured data such as waveform, model and graphics. There is no unified storage and access interface established which hinders the improvement of intelligent level of advanced applications. To solve the above problems, a unified storage technology of multidimensional historical data of substation based on Redis and SSDB is proposed in this paper. The system incldes the Redis proxy server and the SSDB storage cluster. In the proxy server, the SCADA historical data and the unstructured historical data of all substations in a region are stored in the key-value network cache library by the unified import tool supporting multi vendor and multi service history data. Then, through the proxy service program, the cache data is transferred to the distributed storage cluster. For each storage machine of the storage cluster, the cache data is stored in the disk file through the LevelDB storage engine, and the distributed permanent storage of the historical data is realized. The laboratory tests have proved that the functional requirements and performance index of the unified data storage system have reached the expected goal.
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