基于大数据技术的电网能源智能调配应用研究

Research on the Application of the Intelligent Allocation of Grid Energy Based on Big Data Technology

采用基于支持向量回归算法的大数据技术建立电网能源智能调配应用系统,通过选取相应的核函数,结构风险函数,决策函数以及特征参数等建立电网能源智能调配系统,并采用采取格拉布斯准则对所采集数据的准确性进行判断。通过某地区的实际电网能源分配案例对所建立的系统准确性进行验证,保证所建立系统的准确性和可行性。

In this paper,the big data technology based on support vector regression algorithm is used to establish the application system of intelligent grid energy allocation.The corresponding kernel function,structural risk function,decision function and characteristic parameters are selected to establish the intelligent grid energy allocation system,and Grubbs criterion is adopted to judge the accuracy of the collected data.Finally,the accuracy of the established system is verified by the actual grid energy allocation case in a certain area to ensure the accuracy and feasibility of the system.