基于大数据分析的电力信息化智能管控平台设计

Power informatization intelligent management and control platform based on big data analysis platform

为了提高电力信息平台服务器对大数据流量的处理能力,设计基于大数据分析平台的电力信息化智能管控平台。以区域电力总部为基点,部署电力信息化智能管控工作台,通过电力专用网络,连接电力运行必备系统,完成平台硬件结构设计;将平台监控功能分为查询指令下发、反馈数据接收、数据解析、数据存储四部分,设计平台监控功能时序图,实时监控电力数据;在数据采集服务器上部署数据采集算法,采集电力数据;采用大数据分析平台设计包括探测节点、程序分发、隐蔽执行三部分的电力数据分流预处理程序;设计电力信息化智能管控平台运架构,集成电力数据信息,实现电力信息化管控。确定实验方法和步骤,检测结果:此次设计的电力信息化智能管控平台服务器,通过了50模拟用户和100模拟用户的每秒点击次数和吞吐量压力测试,具有较优的流量处理能力。

In order to improve the processing capacity of power information platform server for big data traffic, a power information intelligent management and control platform based on big data analysis platform is designed. Based on the regional power headquarters, deploy the power information intelligent management and control workbench, connect the necessary systems for power operation through the power private network, and complete the hardware structure design of the platform;The platform monitoring function is divided into four parts: query command issuing, feedback data receiving, data analysis and data storage. The sequence diagram of platform monitoring function is designed to monitor power data in real time;Deploy data acquisition algorithm on data acquisition server to collect power data;The big data analysis platform is used to design the power data diversion preprocessing program, including detection node, program distribution and hidden execution;Design the operation architecture of power informatization intelligent management and control platform, integrate power data information, and realize power informatization management and control. Determine the experimental methods and steps, test results: the designed power information intelligent management and control platform server has passed the stress test of clicks per second and throughput of 50 simulated users and 100 simulated users, and has better traffic processing capacity.