基于信息融合的电力营销数据多元回归分析系统研究

Research on Multiple Regression Analysis System of Electricity Marketing Data Based on Information Fusion

传统电力营销数据分析系统存在分析时间过长、分析结果准确性低的问题,为此引入信息融合技术,提出一种新的电力营销数据分析系统,解决以上问题。以平台层、核心功能层、系统逻辑层以及应用层构成系统整体架构,由信息管理模块、数据管理模块、报警模块和电力营销数据管理模块组成系统功能模块,根据数据分割完成电力营销数据筛选,在确定度量值和绝对平均值进行标准化处理,进而得到绝对偏差值,依据绝对偏差值结果实现回归分析处理。结果表明,基于信息融合的电力营销数据系统的分析时间较短,精准度较高,对于电力营销数据分析有一定的意义。

The traditional power marketing data analysis system has the problems of too long analysis time and low accuracy of analysis results.The information fusion technology is introduces and a new power marketing data analysis system is proposed to solve the above problems.The system architecture is composed of platform layer,core function layer,system logic layer and application layer.It is composed of information management module,data management module,alarm module and power marketing data management module.According to the data segmentation,the power marketing data screening is completed in the determination of the measurement value and the absolute average value is processed for standardization,and the absolute deviation value is gotten.According to the absolute deviation,the value results regression analysis is achieved.The results show that the analysis time of power marketing data system based on information fusion is shorter and the accuracy is higher,which has certain significance for the analysis of power marketing data.