标题:
时间序列分析在山岳型景区用水量预测的研究与应用Study and Application of the Time Series Analysis for Water Demand Forecasting in the Mountainous Tourist Area
作者:
黎杰, 朱珊珊, 宣善立, 凌亮
关键字:
时间序列分析, ARIMA, 预测Time Series Analysis, ARIMA, Forecast
期刊名称:
《Software Engineering and Applications》, Vol.3 No.6, 2014-12-16
摘要:
随着旅游事业的发展，山岳型景区的游客数量在逐年增加，景区内的各项资源都需要协调使用。其中水是最重要的一项资源，合理有效地利用供水资源有助于提高景区的综合竞争力。本文针对山岳型景区的自身特点，研究分析时间序列分析中的ARIMA (Autoregressive Integrated Moving Average Model)模型以及其建模流程。同时结合2012年上半年黄山风景区供水公司的统计数据，建立相应的ARIMA模型，并进行预测分析。结果表明：ARIMA模型对黄山风景区用水量数据预测的拟合效果良好。With the development of the tourism industry, the number of tourists in the mountainous tourist area has increased year after year, and the resources need to be used harmoniously. Meanwhile, water is the most important resources, and rational and effective use of water resources will help to improve the overall competitiveness of the scenic area. Aimed at the characteristics of the mountain scinic area, this paper has studied and analyzed ARIMA model and its modeling process of the time series .The statistical data from Huangshan Scenic Area Water Supply Company of the first half of 2012 are applied to establish the water consumption ARIMA model for predictive analysis in Huangshan Scenic Area. The results have indicated that water consumption in Huangshan Scenic Area belongs to non-stationary time series and the fitting effect of ARIMA model is favorable.