基于时间序列的用电数据趋势分析

Analysis of Power Consumption Data Trend Based on Time Series

用电数据分析在电力行业有着广泛的应用前景,通过对用电数据进行大数据挖掘,结合相似用户的普遍用电特征,来分析用电数据的趋势,研究基于时间序列的用电数据趋势分析方法,并建立了可回溯的动态窗口分析模型,从用电数据趋势变化的角度出发,揭示用电趋势变化的规律,并利用实际的用电数据对算法进行了验证。

Electricity data analysis has broad application prospects in the power industry.This paper analyses the trend of electricity data through large data mining of electricity data.Combining with the characteristics of common electricity consumption of similar users,it studies the trend analysis method of electricity data based on time series.From the perspective of the trend change of electricity data,it is found that this method can be used to analyze the trend of electricity consumption data.The law of electric trend change is verified by the actual data of electricity consumption.